diff --git a/README.md b/README.md
index 9728a7fa..d1c08631 100644
--- a/README.md
+++ b/README.md
@@ -12,18 +12,20 @@ Here are some recent and important revisions. 👉 [Complete list of results](RE
## linux x86_64 (linux)
| date | fork/ref | hash/flags | vs. 3.12.6: | vs. 3.13.0rc2: | vs. base: |
| --- | --- | --- | ---: | ---: | ---: |
+| [2024-11-20](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL) | python/32428cf9ea03bce6d64c | 32428cf (NOGIL) | 1.42x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.svg) | 1.44x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.svg) | 1.45x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base.svg)[🧠](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base-mem.svg) |
+| [2024-11-20](results/bm-20241120-3.14.0a2%2B-32428cf) | python/32428cf9ea03bce6d64c | 32428cf | 1.03x ↑
[📄](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.svg) | 1.01x ↑
[📄](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.svg) | |
| [2024-11-19](results/bm-20241119-3.14.0a2%2B-c9b399f) | python/c9b399fbdb01584dcfff | c9b399f | 1.01x ↑
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.svg) | 1.00x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.svg) | |
| [2024-11-19](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL) | python/c9b399fbdb01584dcfff | c9b399f (NOGIL) | 1.41x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.svg) | 1.43x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.svg) | 1.43x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-base.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-base.svg)[🧠](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-base-mem.svg) |
| [2024-11-19](results/bm-20241119-3.14.0a1%2B-d6b3e78) | python/d6b3e78504b3168c432b | d6b3e78 | 1.03x ↑
[📄](results/bm-20241119-3.14.0a1%2B-d6b3e78/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-3.12.6.md)[📈](results/bm-20241119-3.14.0a1%2B-d6b3e78/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-3.12.6.svg) | 1.01x ↑
[📄](results/bm-20241119-3.14.0a1%2B-d6b3e78/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-3.13.0rc2.md)[📈](results/bm-20241119-3.14.0a1%2B-d6b3e78/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-3.13.0rc2.svg) | |
| [2024-11-19](results/bm-20241119-3.14.0a1%2B-d6b3e78-NOGIL) | python/d6b3e78504b3168c432b | d6b3e78 (NOGIL) | 1.40x ↓
[📄](results/bm-20241119-3.14.0a1%2B-d6b3e78-NOGIL/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-3.12.6.md)[📈](results/bm-20241119-3.14.0a1%2B-d6b3e78-NOGIL/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-3.12.6.svg) | 1.43x ↓
[📄](results/bm-20241119-3.14.0a1%2B-d6b3e78-NOGIL/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-3.13.0rc2.md)[📈](results/bm-20241119-3.14.0a1%2B-d6b3e78-NOGIL/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-3.13.0rc2.svg) | 1.45x ↓
[📄](results/bm-20241119-3.14.0a1%2B-d6b3e78-NOGIL/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-base.md)[📈](results/bm-20241119-3.14.0a1%2B-d6b3e78-NOGIL/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-base.svg)[🧠](results/bm-20241119-3.14.0a1%2B-d6b3e78-NOGIL/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-base-mem.svg) |
| [2024-11-18](results/bm-20241118-3.14.0a1%2B-500a471) | python/500a4712bb42355eeb78 | 500a471 | 1.03x ↑
[📄](results/bm-20241118-3.14.0a1%2B-500a471/bm-20241118-linux-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-3.12.6.md)[📈](results/bm-20241118-3.14.0a1%2B-500a471/bm-20241118-linux-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-3.12.6.svg) | 1.01x ↑
[📄](results/bm-20241118-3.14.0a1%2B-500a471/bm-20241118-linux-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-3.13.0rc2.md)[📈](results/bm-20241118-3.14.0a1%2B-500a471/bm-20241118-linux-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-3.13.0rc2.svg) | |
| [2024-11-18](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL) | python/500a4712bb42355eeb78 | 500a471 (NOGIL) | 1.42x ↓
[📄](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL/bm-20241118-linux-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-3.12.6.md)[📈](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL/bm-20241118-linux-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-3.12.6.svg) | 1.44x ↓
[📄](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL/bm-20241118-linux-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-3.13.0rc2.md)[📈](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL/bm-20241118-linux-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-3.13.0rc2.svg) | 1.46x ↓
[📄](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL/bm-20241118-linux-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-base.md)[📈](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL/bm-20241118-linux-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-base.svg)[🧠](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL/bm-20241118-linux-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-base-mem.svg) |
-| [2024-11-17](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL) | python/acbd5c9c6c62dac34d2e | acbd5c9 (NOGIL) | 1.41x ↓
[📄](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL/bm-20241117-linux-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.12.6.md)[📈](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL/bm-20241117-linux-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.12.6.svg) | 1.43x ↓
[📄](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL/bm-20241117-linux-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.13.0rc2.md)[📈](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL/bm-20241117-linux-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.13.0rc2.svg) | 1.42x ↓
[📄](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL/bm-20241117-linux-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-base.md)[📈](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL/bm-20241117-linux-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-base.svg)[🧠](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL/bm-20241117-linux-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-base-mem.svg) |
-| [2024-11-17](results/bm-20241117-3.14.0a1%2B-acbd5c9) | python/acbd5c9c6c62dac34d2e | acbd5c9 | 1.01x ↑
[📄](results/bm-20241117-3.14.0a1%2B-acbd5c9/bm-20241117-linux-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.12.6.md)[📈](results/bm-20241117-3.14.0a1%2B-acbd5c9/bm-20241117-linux-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.12.6.svg) | 1.01x ↓
[📄](results/bm-20241117-3.14.0a1%2B-acbd5c9/bm-20241117-linux-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.13.0rc2.md)[📈](results/bm-20241117-3.14.0a1%2B-acbd5c9/bm-20241117-linux-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.13.0rc2.svg) | |
## linux x86_64 (vultr)
| date | fork/ref | hash/flags | vs. 3.12.6: | vs. 3.13.0rc2: | vs. base: |
| --- | --- | --- | ---: | ---: | ---: |
+| [2024-11-20](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL) | python/32428cf9ea03bce6d64c | 32428cf (NOGIL) | 1.54x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.svg) | 1.56x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.svg) | 1.53x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base.svg)[🧠](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base-mem.svg) |
+| [2024-11-20](results/bm-20241120-3.14.0a2%2B-32428cf) | python/32428cf9ea03bce6d64c | 32428cf | 1.00x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.svg) | 1.02x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.svg) | |
| [2024-11-19](results/bm-20241119-3.14.0a2%2B-c9b399f) | python/c9b399fbdb01584dcfff | c9b399f | 1.01x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.svg) | 1.02x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.svg) | |
| [2024-11-19](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL) | python/c9b399fbdb01584dcfff | c9b399f (NOGIL) | 1.54x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.svg) | 1.56x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.svg) | 1.53x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-base.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-base.svg)[🧠](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-base-mem.svg) |
| [2024-11-19](results/bm-20241119-3.14.0a1%2B-29cbcbd-NOGIL) | python/29cbcbd73bbfd8c953c0 | 29cbcbd (NOGIL) | 1.55x ↓
[📄](results/bm-20241119-3.14.0a1%2B-29cbcbd-NOGIL/bm-20241119-vultr-x86_64-python-29cbcbd73bbfd8c953c0-3.14.0a1%2B-29cbcbd-vs-3.12.6.md)[📈](results/bm-20241119-3.14.0a1%2B-29cbcbd-NOGIL/bm-20241119-vultr-x86_64-python-29cbcbd73bbfd8c953c0-3.14.0a1%2B-29cbcbd-vs-3.12.6.svg) | 1.58x ↓
[📄](results/bm-20241119-3.14.0a1%2B-29cbcbd-NOGIL/bm-20241119-vultr-x86_64-python-29cbcbd73bbfd8c953c0-3.14.0a1%2B-29cbcbd-vs-3.13.0rc2.md)[📈](results/bm-20241119-3.14.0a1%2B-29cbcbd-NOGIL/bm-20241119-vultr-x86_64-python-29cbcbd73bbfd8c953c0-3.14.0a1%2B-29cbcbd-vs-3.13.0rc2.svg) | |
@@ -39,8 +41,6 @@ Here are some recent and important revisions. 👉 [Complete list of results](RE
| [2024-11-18](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL) | python/500a4712bb42355eeb78 | 500a471 (NOGIL) | 1.55x ↓
[📄](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL/bm-20241118-vultr-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-3.12.6.md)[📈](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL/bm-20241118-vultr-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-3.12.6.svg) | 1.58x ↓
[📄](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL/bm-20241118-vultr-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-3.13.0rc2.md)[📈](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL/bm-20241118-vultr-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-3.13.0rc2.svg) | 1.54x ↓
[📄](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL/bm-20241118-vultr-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-base.md)[📈](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL/bm-20241118-vultr-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-base.svg)[🧠](results/bm-20241118-3.14.0a1%2B-500a471-NOGIL/bm-20241118-vultr-x86_64-python-500a4712bb42355eeb78-3.14.0a1%2B-500a471-vs-base-mem.svg) |
| [2024-11-17](results/bm-20241117-3.14.0a1%2B-9d6366b-NOGIL) | python/9d6366b60d01305fc5e4 | 9d6366b (NOGIL) | 1.55x ↓
[📄](results/bm-20241117-3.14.0a1%2B-9d6366b-NOGIL/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1%2B-9d6366b-vs-3.12.6.md)[📈](results/bm-20241117-3.14.0a1%2B-9d6366b-NOGIL/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1%2B-9d6366b-vs-3.12.6.svg) | 1.57x ↓
[📄](results/bm-20241117-3.14.0a1%2B-9d6366b-NOGIL/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1%2B-9d6366b-vs-3.13.0rc2.md)[📈](results/bm-20241117-3.14.0a1%2B-9d6366b-NOGIL/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1%2B-9d6366b-vs-3.13.0rc2.svg) | 1.01x ↑
[📄](results/bm-20241117-3.14.0a1%2B-9d6366b-NOGIL/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1%2B-9d6366b-vs-base.md)[📈](results/bm-20241117-3.14.0a1%2B-9d6366b-NOGIL/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1%2B-9d6366b-vs-base.svg)[🧠](results/bm-20241117-3.14.0a1%2B-9d6366b-NOGIL/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1%2B-9d6366b-vs-base-mem.svg) |
| [2024-11-17](results/bm-20241117-3.14.0a1%2B-9d6366b) | python/9d6366b60d01305fc5e4 | 9d6366b | 1.00x ↓
[📄](results/bm-20241117-3.14.0a1%2B-9d6366b/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1%2B-9d6366b-vs-3.12.6.md)[📈](results/bm-20241117-3.14.0a1%2B-9d6366b/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1%2B-9d6366b-vs-3.12.6.svg) | 1.02x ↓
[📄](results/bm-20241117-3.14.0a1%2B-9d6366b/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1%2B-9d6366b-vs-3.13.0rc2.md)[📈](results/bm-20241117-3.14.0a1%2B-9d6366b/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1%2B-9d6366b-vs-3.13.0rc2.svg) | 1.00x ↓
[📄](results/bm-20241117-3.14.0a1%2B-9d6366b/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1%2B-9d6366b-vs-base.md)[📈](results/bm-20241117-3.14.0a1%2B-9d6366b/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1%2B-9d6366b-vs-base.svg)[🧠](results/bm-20241117-3.14.0a1%2B-9d6366b/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1%2B-9d6366b-vs-base-mem.svg) |
-| [2024-11-17](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL) | python/acbd5c9c6c62dac34d2e | acbd5c9 (NOGIL) | 1.56x ↓
[📄](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL/bm-20241117-vultr-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.12.6.md)[📈](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL/bm-20241117-vultr-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.12.6.svg) | 1.58x ↓
[📄](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL/bm-20241117-vultr-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.13.0rc2.md)[📈](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL/bm-20241117-vultr-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.13.0rc2.svg) | 1.56x ↓
[📄](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL/bm-20241117-vultr-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-base.md)[📈](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL/bm-20241117-vultr-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-base.svg)[🧠](results/bm-20241117-3.14.0a1%2B-acbd5c9-NOGIL/bm-20241117-vultr-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-base-mem.svg) |
-| [2024-11-17](results/bm-20241117-3.14.0a1%2B-acbd5c9) | python/acbd5c9c6c62dac34d2e | acbd5c9 | 1.00x ↓
[📄](results/bm-20241117-3.14.0a1%2B-acbd5c9/bm-20241117-vultr-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.12.6.md)[📈](results/bm-20241117-3.14.0a1%2B-acbd5c9/bm-20241117-vultr-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.12.6.svg) | 1.02x ↓
[📄](results/bm-20241117-3.14.0a1%2B-acbd5c9/bm-20241117-vultr-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.13.0rc2.md)[📈](results/bm-20241117-3.14.0a1%2B-acbd5c9/bm-20241117-vultr-x86_64-python-acbd5c9c6c62dac34d2e-3.14.0a1%2B-acbd5c9-vs-3.13.0rc2.svg) | |
diff --git a/RESULTS.md b/RESULTS.md
index 84276b63..bda6c8e5 100644
--- a/RESULTS.md
+++ b/RESULTS.md
@@ -6,6 +6,8 @@
## linux x86_64 (linux)
| date | fork/ref | hash/flags | vs. 3.12.6: | vs. 3.13.0rc2: | vs. base: |
| --- | --- | --- | ---: | ---: | ---: |
+| [2024-11-20](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL) | python/32428cf9ea03bce6d64c | 32428cf (NOGIL) | 1.42x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.svg) | 1.44x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.svg) | 1.45x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base.svg)[🧠](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base-mem.svg) |
+| [2024-11-20](results/bm-20241120-3.14.0a2%2B-32428cf) | python/32428cf9ea03bce6d64c | 32428cf | 1.03x ↑
[📄](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.svg) | 1.01x ↑
[📄](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.svg) | |
| [2024-11-19](results/bm-20241119-3.14.0a2%2B-c9b399f) | python/c9b399fbdb01584dcfff | c9b399f | 1.01x ↑
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.svg) | 1.00x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.svg) | |
| [2024-11-19](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL) | python/c9b399fbdb01584dcfff | c9b399f (NOGIL) | 1.41x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.svg) | 1.43x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.svg) | 1.43x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-base.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-base.svg)[🧠](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-linux-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-base-mem.svg) |
| [2024-11-19](results/bm-20241119-3.14.0a1%2B-d6b3e78) | python/d6b3e78504b3168c432b | d6b3e78 | 1.03x ↑
[📄](results/bm-20241119-3.14.0a1%2B-d6b3e78/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-3.12.6.md)[📈](results/bm-20241119-3.14.0a1%2B-d6b3e78/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-3.12.6.svg) | 1.01x ↑
[📄](results/bm-20241119-3.14.0a1%2B-d6b3e78/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-3.13.0rc2.md)[📈](results/bm-20241119-3.14.0a1%2B-d6b3e78/bm-20241119-linux-x86_64-python-d6b3e78504b3168c432b-3.14.0a1%2B-d6b3e78-vs-3.13.0rc2.svg) | |
@@ -142,6 +144,8 @@
## linux x86_64 (vultr)
| date | fork/ref | hash/flags | vs. 3.12.6: | vs. 3.13.0rc2: | vs. base: |
| --- | --- | --- | ---: | ---: | ---: |
+| [2024-11-20](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL) | python/32428cf9ea03bce6d64c | 32428cf (NOGIL) | 1.54x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.svg) | 1.56x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.svg) | 1.53x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base.svg)[🧠](results/bm-20241120-3.14.0a2%2B-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base-mem.svg) |
+| [2024-11-20](results/bm-20241120-3.14.0a2%2B-32428cf) | python/32428cf9ea03bce6d64c | 32428cf | 1.00x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.svg) | 1.02x ↓
[📄](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.md)[📈](results/bm-20241120-3.14.0a2%2B-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.svg) | |
| [2024-11-19](results/bm-20241119-3.14.0a2%2B-c9b399f) | python/c9b399fbdb01584dcfff | c9b399f | 1.01x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.svg) | 1.02x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.svg) | |
| [2024-11-19](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL) | python/c9b399fbdb01584dcfff | c9b399f (NOGIL) | 1.54x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.12.6.svg) | 1.56x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-3.13.0rc2.svg) | 1.53x ↓
[📄](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-base.md)[📈](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-base.svg)[🧠](results/bm-20241119-3.14.0a2%2B-c9b399f-NOGIL/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2%2B-c9b399f-vs-base-mem.svg) |
| [2024-11-19](results/bm-20241119-3.14.0a1%2B-29cbcbd-NOGIL) | python/29cbcbd73bbfd8c953c0 | 29cbcbd (NOGIL) | 1.55x ↓
[📄](results/bm-20241119-3.14.0a1%2B-29cbcbd-NOGIL/bm-20241119-vultr-x86_64-python-29cbcbd73bbfd8c953c0-3.14.0a1%2B-29cbcbd-vs-3.12.6.md)[📈](results/bm-20241119-3.14.0a1%2B-29cbcbd-NOGIL/bm-20241119-vultr-x86_64-python-29cbcbd73bbfd8c953c0-3.14.0a1%2B-29cbcbd-vs-3.12.6.svg) | 1.58x ↓
[📄](results/bm-20241119-3.14.0a1%2B-29cbcbd-NOGIL/bm-20241119-vultr-x86_64-python-29cbcbd73bbfd8c953c0-3.14.0a1%2B-29cbcbd-vs-3.13.0rc2.md)[📈](results/bm-20241119-3.14.0a1%2B-29cbcbd-NOGIL/bm-20241119-vultr-x86_64-python-29cbcbd73bbfd8c953c0-3.14.0a1%2B-29cbcbd-vs-3.13.0rc2.svg) | |
diff --git a/configs.json b/configs.json
index ec9fa243..095387b9 100644
--- a/configs.json
+++ b/configs.json
@@ -76,5 +76,7 @@
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}
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diff --git a/configs.svg b/configs.svg
index dc1f3933..62a9e6d5 100644
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diff --git a/longitudinal.json b/longitudinal.json
index 81dcc341..56c35dc1 100644
--- a/longitudinal.json
+++ b/longitudinal.json
@@ -112,5 +112,7 @@
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"bm-20240920-3.13.0rc2-4981ec5/bm-20240920-vultr-x86_64-python-4981ec59ded050919eb2-3.13.0rc2-4981ec5.json,bm-20241117-3.14.0a1+-9d6366b/bm-20241117-vultr-x86_64-python-9d6366b60d01305fc5e4-3.14.0a1+-9d6366b.json,3.13.0rc2": 1.0,
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}
\ No newline at end of file
diff --git a/longitudinal.svg b/longitudinal.svg
index 64f0700e..9d671415 100644
--- a/longitudinal.svg
+++ b/longitudinal.svg
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diff --git a/memory_configs.json b/memory_configs.json
index adfb8157..a1af2112 100644
--- a/memory_configs.json
+++ b/memory_configs.json
@@ -76,5 +76,7 @@
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}
\ No newline at end of file
diff --git a/memory_configs.svg b/memory_configs.svg
index bd1e50d8..d8939cb8 100644
--- a/memory_configs.svg
+++ b/memory_configs.svg
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diff --git a/memory_long.json b/memory_long.json
index 97bee7dc..fc8c6780 100644
--- a/memory_long.json
+++ b/memory_long.json
@@ -112,5 +112,7 @@
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+ "bm-20240920-3.13.0rc2-4981ec5/bm-20240920-vultr-x86_64-python-4981ec59ded050919eb2-3.13.0rc2-4981ec5.json,bm-20241119-3.14.0a2+-c9b399f/bm-20241119-vultr-x86_64-python-c9b399fbdb01584dcfff-3.14.0a2+-c9b399f.json,3.13.0rc2": 1.0,
+ "bm-20240906-3.13.0rc2-ec61006/bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006.json,bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json,3.13.0rc2": 1.01,
+ "bm-20240920-3.13.0rc2-4981ec5/bm-20240920-vultr-x86_64-python-4981ec59ded050919eb2-3.13.0rc2-4981ec5.json,bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json,3.13.0rc2": 1.01
}
\ No newline at end of file
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diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/README.md b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/README.md
new file mode 100644
index 00000000..c822a696
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/README.md
@@ -0,0 +1,72 @@
+# Results
+
+- fork: python
+- version: 3.14.0a2+
+- config: NOGIL
+- commit hash: [32428cf](https://github.com/python/cpython/commit/32428cf)
+- commit date: 2024-11-20T14:54:48-08:00
+- commit merge base: [0af4ec30bd2e3a52350344d1011c0c125d6dcd71](https://github.com/python/cpython/commit/0af4ec30bd2e3a52350344d1011c0c125d6dcd71)
+- ref: 32428cf9ea03bce6d64c
+
+## linux x86_64 (linux)
+
+- [GitHub Action run](https://github.com/facebookexperimental/free-threading-benchmarking/actions/runs/11944155772)
+- cpu model: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
+- platform: Linux-5.15.0-1071-aws-x86_64-with-glibc2.31
+- [raw results](bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf.json)
+
+### vs. 3.12.6
+
+- Geometric mean: 1.42x slower (HPT: reliability of 100.00%, 1.30x slower at 99th %ile)
+- Memory usage: 1.20x
+- missing benchmarks: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative, tornado_http
+- [📄table](bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.md)
+- [📈time plot](bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.svg)
+
+### vs. 3.13.0rc2
+
+- Geometric mean: 1.44x slower (HPT: reliability of 100.00%, 1.33x slower at 99th %ile)
+- Memory usage: 1.19x
+- missing benchmarks: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, tornado_http
+- [📄table](bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.md)
+- [📈time plot](bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.svg)
+
+### vs. base
+
+- Geometric mean: 1.45x slower (HPT: reliability of 100.00%, 1.34x slower at 99th %ile)
+- Memory usage: 1.18x
+- [🧠memory plot](bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base-mem.svg)
+- [📄table](bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base.md)
+- [📈time plot](bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base.svg)
+
+## linux x86_64 (vultr)
+
+- [GitHub Action run](https://github.com/facebookexperimental/free-threading-benchmarking/actions/runs/11944155772)
+- cpu model: Intel(R) Xeon(R) E-2286G CPU @ 4.00GHz
+- platform: Linux-6.8.0-45-generic-x86_64-with-glibc2.39
+- [raw results](bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf.json)
+
+### vs. 3.12.6
+
+- Geometric mean: 1.54x slower (HPT: reliability of 100.00%, 1.38x slower at 99th %ile)
+- Memory usage: 1.24x
+- missing benchmarks: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative, tornado_http
+- [📄table](bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.md)
+- [📈time plot](bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.svg)
+
+### vs. 3.13.0rc2
+
+- Geometric mean: 1.56x slower (HPT: reliability of 100.00%, 1.39x slower at 99th %ile)
+- Memory usage: 1.22x
+- missing benchmarks: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, tornado_http
+- [📄table](bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.md)
+- [📈time plot](bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.svg)
+
+### vs. base
+
+- Geometric mean: 1.53x slower (HPT: reliability of 100.00%, 1.39x slower at 99th %ile)
+- Memory usage: 1.21x
+- [🧠memory plot](bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base-mem.svg)
+- [📄table](bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base.md)
+- [📈time plot](bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-base.svg)
+
diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.md b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.md
new file mode 100644
index 00000000..2f0f50aa
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.md
@@ -0,0 +1,200 @@
+# Results vs. 3.12.6
+
+- fork: python
+- ref: 32428cf9ea03bce6d64c
+- machine: linux-x86_64
+- commit hash: 32428cf
+- commit date: 2024-11-20
+- overall geometric mean: 1.42x slower
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.30x slower
+- Memory change: 1.20x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| 2to3 | 456 ms | 644 ms: 1.41x slower |
+| docutils | 4.00 sec | 4.61 sec: 1.15x slower |
+| html5lib | 88.9 ms | 140 ms: 1.57x slower |
+| Geometric mean | (ref) | 1.37x slower |
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| asyncio_tcp | 923 ms | 1.03 sec: 1.11x slower |
+| asyncio_tcp_ssl | 2.81 sec | 3.25 sec: 1.15x slower |
+| async_generators | 589 ms | 704 ms: 1.19x slower |
+| coroutines | 29.5 ms | 40.3 ms: 1.37x slower |
+| Geometric mean | (ref) | 1.16x slower |
+
+Benchmark hidden because not significant (1): asyncio_websockets
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| float | 123 ms | 191 ms: 1.56x slower |
+| nbody | 119 ms | 263 ms: 2.21x slower |
+| Geometric mean | (ref) | 1.51x slower |
+
+Benchmark hidden because not significant (1): pidigits
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| regex_effbot | 5.13 ms | 4.56 ms: 1.12x faster |
+| regex_dna | 278 ms | 303 ms: 1.09x slower |
+| regex_v8 | 32.5 ms | 35.5 ms: 1.09x slower |
+| regex_compile | 187 ms | 288 ms: 1.54x slower |
+| Geometric mean | (ref) | 1.13x slower |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| pickle_dict | 52.7 us | 43.7 us: 1.21x faster |
+| xml_etree_parse | 241 ms | 219 ms: 1.10x faster |
+| pickle | 16.4 us | 15.4 us: 1.06x faster |
+| pickle_list | 6.97 us | 6.59 us: 1.06x faster |
+| json_loads | 37.9 us | 39.4 us: 1.04x slower |
+| unpickle_list | 6.83 us | 7.23 us: 1.06x slower |
+| xml_etree_generate | 127 ms | 153 ms: 1.21x slower |
+| json_dumps | 14.3 ms | 19.3 ms: 1.35x slower |
+| tomli_loads | 2.88 sec | 4.04 sec: 1.40x slower |
+| xml_etree_process | 83.7 ms | 126 ms: 1.51x slower |
+| unpickle_pure_python | 300 us | 540 us: 1.80x slower |
+| pickle_pure_python | 436 us | 809 us: 1.86x slower |
+| Geometric mean | (ref) | 1.16x slower |
+
+Benchmark hidden because not significant (2): xml_etree_iterparse, unpickle
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|------------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| python_startup_no_site | 17.6 ms | 18.3 ms: 1.04x slower |
+| python_startup | 23.7 ms | 27.5 ms: 1.16x slower |
+| Geometric mean | (ref) | 1.10x slower |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|-----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| genshi_xml | 67.6 ms | 115 ms: 1.69x slower |
+| genshi_text | 30.2 ms | 54.6 ms: 1.81x slower |
+| django_template | 44.9 ms | 82.9 ms: 1.84x slower |
+| mako | 15.7 ms | 30.0 ms: 1.91x slower |
+| Geometric mean | (ref) | 1.81x slower |
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|--------------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| gc_traversal | 5.86 ms | 4.45 ms: 1.32x faster |
+| pickle_dict | 52.7 us | 43.7 us: 1.21x faster |
+| regex_effbot | 5.13 ms | 4.56 ms: 1.12x faster |
+| xml_etree_parse | 241 ms | 219 ms: 1.10x faster |
+| pickle | 16.4 us | 15.4 us: 1.06x faster |
+| pickle_list | 6.97 us | 6.59 us: 1.06x faster |
+| python_startup_no_site | 17.6 ms | 18.3 ms: 1.04x slower |
+| json_loads | 37.9 us | 39.4 us: 1.04x slower |
+| pathlib | 31.6 ms | 33.1 ms: 1.05x slower |
+| unpickle_list | 6.83 us | 7.23 us: 1.06x slower |
+| json | 6.85 ms | 7.28 ms: 1.06x slower |
+| sqlite_synth | 3.87 us | 4.18 us: 1.08x slower |
+| regex_dna | 278 ms | 303 ms: 1.09x slower |
+| regex_v8 | 32.5 ms | 35.5 ms: 1.09x slower |
+| create_gc_cycles | 1.94 ms | 2.13 ms: 1.10x slower |
+| asyncio_tcp | 923 ms | 1.03 sec: 1.11x slower |
+| docutils | 4.00 sec | 4.61 sec: 1.15x slower |
+| scimark_fft | 500 ms | 577 ms: 1.15x slower |
+| asyncio_tcp_ssl | 2.81 sec | 3.25 sec: 1.15x slower |
+| python_startup | 23.7 ms | 27.5 ms: 1.16x slower |
+| pycparser | 1.79 sec | 2.09 sec: 1.17x slower |
+| mdp | 3.97 sec | 4.64 sec: 1.17x slower |
+| async_generators | 589 ms | 704 ms: 1.19x slower |
+| xml_etree_generate | 127 ms | 153 ms: 1.21x slower |
+| pylint | 465 ms | 565 ms: 1.22x slower |
+| deepcopy | 468 us | 570 us: 1.22x slower |
+| meteor_contest | 146 ms | 182 ms: 1.24x slower |
+| scimark_sparse_mat_mult | 6.70 ms | 8.52 ms: 1.27x slower |
+| dulwich_log | 100 ms | 131 ms: 1.30x slower |
+| deepcopy_memo | 52.4 us | 68.8 us: 1.31x slower |
+| generators | 41.1 ms | 54.6 ms: 1.33x slower |
+| bpe_tokeniser | 6.59 sec | 8.75 sec: 1.33x slower |
+| nqueens | 117 ms | 155 ms: 1.33x slower |
+| json_dumps | 14.3 ms | 19.3 ms: 1.35x slower |
+| coroutines | 29.5 ms | 40.3 ms: 1.37x slower |
+| crypto_pyaes | 107 ms | 147 ms: 1.37x slower |
+| fannkuch | 540 ms | 742 ms: 1.37x slower |
+| tomli_loads | 2.88 sec | 4.04 sec: 1.40x slower |
+| telco | 9.59 ms | 13.5 ms: 1.41x slower |
+| 2to3 | 456 ms | 644 ms: 1.41x slower |
+| pyflate | 727 ms | 1.04 sec: 1.43x slower |
+| deepcopy_reduce | 4.04 us | 5.77 us: 1.43x slower |
+| spectral_norm | 156 ms | 225 ms: 1.44x slower |
+| comprehensions | 27.1 us | 39.4 us: 1.45x slower |
+| coverage | 95.4 ms | 141 ms: 1.48x slower |
+| sqlglot_normalize | 157 ms | 236 ms: 1.50x slower |
+| xml_etree_process | 83.7 ms | 126 ms: 1.51x slower |
+| typing_runtime_protocols | 224 us | 339 us: 1.51x slower |
+| sympy_integrate | 29.8 ms | 45.3 ms: 1.52x slower |
+| logging_simple | 9.45 us | 14.4 us: 1.53x slower |
+| regex_compile | 187 ms | 288 ms: 1.54x slower |
+| thrift | 1.06 ms | 1.64 ms: 1.55x slower |
+| float | 123 ms | 191 ms: 1.56x slower |
+| html5lib | 88.9 ms | 140 ms: 1.57x slower |
+| scimark_monte_carlo | 96.4 ms | 153 ms: 1.59x slower |
+| sqlglot_optimize | 76.0 ms | 124 ms: 1.64x slower |
+| pprint_pformat | 1.98 sec | 3.30 sec: 1.67x slower |
+| pprint_safe_repr | 967 ms | 1.63 sec: 1.69x slower |
+| genshi_xml | 67.6 ms | 115 ms: 1.69x slower |
+| richards_super | 72.8 ms | 124 ms: 1.71x slower |
+| sympy_str | 385 ms | 674 ms: 1.75x slower |
+| logging_format | 9.59 us | 16.9 us: 1.77x slower |
+| raytrace | 408 ms | 732 ms: 1.79x slower |
+| sqlglot_transpile | 2.34 ms | 4.20 ms: 1.80x slower |
+| unpickle_pure_python | 300 us | 540 us: 1.80x slower |
+| genshi_text | 30.2 ms | 54.6 ms: 1.81x slower |
+| richards | 60.3 ms | 110 ms: 1.82x slower |
+| django_template | 44.9 ms | 82.9 ms: 1.84x slower |
+| pickle_pure_python | 436 us | 809 us: 1.86x slower |
+| logging_silent | 139 ns | 259 ns: 1.86x slower |
+| chaos | 84.9 ms | 161 ms: 1.89x slower |
+| mako | 15.7 ms | 30.0 ms: 1.91x slower |
+| scimark_lu | 152 ms | 295 ms: 1.94x slower |
+| hexiom | 8.27 ms | 16.2 ms: 1.96x slower |
+| scimark_sor | 167 ms | 335 ms: 2.01x slower |
+| sqlglot_parse | 1.79 ms | 3.61 ms: 2.02x slower |
+| go | 172 ms | 356 ms: 2.06x slower |
+| sympy_sum | 222 ms | 459 ms: 2.07x slower |
+| sympy_expand | 582 ms | 1.23 sec: 2.12x slower |
+| nbody | 119 ms | 263 ms: 2.21x slower |
+| deltablue | 4.27 ms | 11.5 ms: 2.69x slower |
+| bench_mp_pool | 20.7 ms | 59.2 ms: 2.86x slower |
+| unpack_sequence | 60.2 ns | 201 ns: 3.34x slower |
+| Geometric mean | (ref) | 1.42x slower |
+
+Benchmark hidden because not significant (5): xml_etree_iterparse, unpickle, asyncio_websockets, pidigits, bench_thread_pool
+Ignored benchmarks (17) of results/bm-20240906-3.12.6-a4a2d2b/bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b.json: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative, tornado_http
+
+# HPT report
+
+- Reliability score: 100.00% likely to be slow
+- 90% likely to have a slowdown of 1.36x
+- 95% likely to have a slowdown of 1.33x
+- 99% likely to have a slowdown of 1.30x
+
+# Memory
+- memory change: 1.20x
\ No newline at end of file
diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.svg b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.svg
new file mode 100644
index 00000000..db8ecf9f
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.svg
@@ -0,0 +1,3111 @@
+
+
+
diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.md b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.md
new file mode 100644
index 00000000..359ff4e3
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.md
@@ -0,0 +1,201 @@
+# Results vs. 3.13.0rc2
+
+- fork: python
+- ref: 32428cf9ea03bce6d64c
+- machine: linux-x86_64
+- commit hash: 32428cf
+- commit date: 2024-11-20
+- overall geometric mean: 1.44x slower
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.33x slower
+- Memory change: 1.19x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| 2to3 | 445 ms | 644 ms: 1.45x slower |
+| docutils | 4.01 sec | 4.61 sec: 1.15x slower |
+| html5lib | 92.6 ms | 140 ms: 1.51x slower |
+| Geometric mean | (ref) | 1.36x slower |
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|--------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| asyncio_websockets | 766 ms | 740 ms: 1.04x faster |
+| asyncio_tcp | 948 ms | 1.03 sec: 1.08x slower |
+| asyncio_tcp_ssl | 2.77 sec | 3.25 sec: 1.17x slower |
+| async_generators | 567 ms | 704 ms: 1.24x slower |
+| coroutines | 30.9 ms | 40.3 ms: 1.31x slower |
+| Geometric mean | (ref) | 1.15x slower |
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| float | 116 ms | 191 ms: 1.65x slower |
+| nbody | 119 ms | 263 ms: 2.21x slower |
+| Geometric mean | (ref) | 1.54x slower |
+
+Benchmark hidden because not significant (1): pidigits
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| regex_dna | 282 ms | 303 ms: 1.08x slower |
+| regex_v8 | 32.8 ms | 35.5 ms: 1.08x slower |
+| regex_compile | 182 ms | 288 ms: 1.58x slower |
+| Geometric mean | (ref) | 1.15x slower |
+
+Benchmark hidden because not significant (1): regex_effbot
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| xml_etree_iterparse | 177 ms | 162 ms: 1.09x faster |
+| pickle_dict | 47.2 us | 43.7 us: 1.08x faster |
+| xml_etree_parse | 231 ms | 219 ms: 1.06x faster |
+| pickle_list | 6.86 us | 6.59 us: 1.04x faster |
+| unpickle_list | 6.68 us | 7.23 us: 1.08x slower |
+| json_loads | 34.3 us | 39.4 us: 1.15x slower |
+| xml_etree_generate | 122 ms | 153 ms: 1.25x slower |
+| json_dumps | 14.1 ms | 19.3 ms: 1.37x slower |
+| tomli_loads | 2.78 sec | 4.04 sec: 1.45x slower |
+| xml_etree_process | 85.9 ms | 126 ms: 1.47x slower |
+| unpickle_pure_python | 290 us | 540 us: 1.86x slower |
+| pickle_pure_python | 416 us | 809 us: 1.94x slower |
+| Geometric mean | (ref) | 1.20x slower |
+
+Benchmark hidden because not significant (2): unpickle, pickle
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|------------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| python_startup_no_site | 15.3 ms | 18.3 ms: 1.19x slower |
+| python_startup | 22.4 ms | 27.5 ms: 1.23x slower |
+| Geometric mean | (ref) | 1.21x slower |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|-----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| genshi_xml | 72.1 ms | 115 ms: 1.59x slower |
+| genshi_text | 31.7 ms | 54.6 ms: 1.73x slower |
+| django_template | 44.3 ms | 82.9 ms: 1.87x slower |
+| mako | 15.9 ms | 30.0 ms: 1.88x slower |
+| Geometric mean | (ref) | 1.76x slower |
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|--------------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| gc_traversal | 5.70 ms | 4.45 ms: 1.28x faster |
+| create_gc_cycles | 2.41 ms | 2.13 ms: 1.13x faster |
+| xml_etree_iterparse | 177 ms | 162 ms: 1.09x faster |
+| pickle_dict | 47.2 us | 43.7 us: 1.08x faster |
+| xml_etree_parse | 231 ms | 219 ms: 1.06x faster |
+| pickle_list | 6.86 us | 6.59 us: 1.04x faster |
+| asyncio_websockets | 766 ms | 740 ms: 1.04x faster |
+| sqlite_synth | 3.99 us | 4.18 us: 1.05x slower |
+| regex_dna | 282 ms | 303 ms: 1.08x slower |
+| regex_v8 | 32.8 ms | 35.5 ms: 1.08x slower |
+| unpickle_list | 6.68 us | 7.23 us: 1.08x slower |
+| asyncio_tcp | 948 ms | 1.03 sec: 1.08x slower |
+| pathlib | 29.9 ms | 33.1 ms: 1.11x slower |
+| telco | 12.2 ms | 13.5 ms: 1.11x slower |
+| json | 6.51 ms | 7.28 ms: 1.12x slower |
+| deepcopy | 498 us | 570 us: 1.15x slower |
+| docutils | 4.01 sec | 4.61 sec: 1.15x slower |
+| json_loads | 34.3 us | 39.4 us: 1.15x slower |
+| asyncio_tcp_ssl | 2.77 sec | 3.25 sec: 1.17x slower |
+| python_startup_no_site | 15.3 ms | 18.3 ms: 1.19x slower |
+| pylint | 470 ms | 565 ms: 1.20x slower |
+| meteor_contest | 150 ms | 182 ms: 1.21x slower |
+| scimark_fft | 473 ms | 577 ms: 1.22x slower |
+| mdp | 3.80 sec | 4.64 sec: 1.22x slower |
+| python_startup | 22.4 ms | 27.5 ms: 1.23x slower |
+| async_generators | 567 ms | 704 ms: 1.24x slower |
+| xml_etree_generate | 122 ms | 153 ms: 1.25x slower |
+| scimark_sparse_mat_mult | 6.76 ms | 8.52 ms: 1.26x slower |
+| bench_thread_pool | 2.89 ms | 3.67 ms: 1.27x slower |
+| coroutines | 30.9 ms | 40.3 ms: 1.31x slower |
+| coverage | 107 ms | 141 ms: 1.32x slower |
+| pycparser | 1.57 sec | 2.09 sec: 1.33x slower |
+| fannkuch | 547 ms | 742 ms: 1.36x slower |
+| generators | 40.0 ms | 54.6 ms: 1.36x slower |
+| json_dumps | 14.1 ms | 19.3 ms: 1.37x slower |
+| deepcopy_memo | 50.1 us | 68.8 us: 1.37x slower |
+| nqueens | 112 ms | 155 ms: 1.39x slower |
+| dulwich_log | 93.7 ms | 131 ms: 1.39x slower |
+| bpe_tokeniser | 6.28 sec | 8.75 sec: 1.39x slower |
+| deepcopy_reduce | 4.10 us | 5.77 us: 1.41x slower |
+| spectral_norm | 157 ms | 225 ms: 1.43x slower |
+| 2to3 | 445 ms | 644 ms: 1.45x slower |
+| tomli_loads | 2.78 sec | 4.04 sec: 1.45x slower |
+| crypto_pyaes | 100 ms | 147 ms: 1.46x slower |
+| xml_etree_process | 85.9 ms | 126 ms: 1.47x slower |
+| thrift | 1.10 ms | 1.64 ms: 1.49x slower |
+| sympy_integrate | 30.2 ms | 45.3 ms: 1.50x slower |
+| typing_runtime_protocols | 226 us | 339 us: 1.50x slower |
+| html5lib | 92.6 ms | 140 ms: 1.51x slower |
+| pyflate | 664 ms | 1.04 sec: 1.56x slower |
+| regex_compile | 182 ms | 288 ms: 1.58x slower |
+| genshi_xml | 72.1 ms | 115 ms: 1.59x slower |
+| float | 116 ms | 191 ms: 1.65x slower |
+| pprint_safe_repr | 987 ms | 1.63 sec: 1.66x slower |
+| sqlglot_optimize | 74.7 ms | 124 ms: 1.66x slower |
+| richards | 65.5 ms | 110 ms: 1.68x slower |
+| logging_simple | 8.56 us | 14.4 us: 1.69x slower |
+| scimark_monte_carlo | 90.6 ms | 153 ms: 1.69x slower |
+| sqlglot_normalize | 140 ms | 236 ms: 1.69x slower |
+| pprint_pformat | 1.94 sec | 3.30 sec: 1.70x slower |
+| richards_super | 73.2 ms | 124 ms: 1.70x slower |
+| genshi_text | 31.7 ms | 54.6 ms: 1.73x slower |
+| comprehensions | 22.2 us | 39.4 us: 1.77x slower |
+| sympy_str | 379 ms | 674 ms: 1.78x slower |
+| logging_format | 9.24 us | 16.9 us: 1.83x slower |
+| go | 191 ms | 356 ms: 1.86x slower |
+| unpickle_pure_python | 290 us | 540 us: 1.86x slower |
+| django_template | 44.3 ms | 82.9 ms: 1.87x slower |
+| scimark_sor | 179 ms | 335 ms: 1.88x slower |
+| mako | 15.9 ms | 30.0 ms: 1.88x slower |
+| sqlglot_transpile | 2.20 ms | 4.20 ms: 1.91x slower |
+| chaos | 83.6 ms | 161 ms: 1.92x slower |
+| pickle_pure_python | 416 us | 809 us: 1.94x slower |
+| logging_silent | 130 ns | 259 ns: 1.99x slower |
+| hexiom | 8.11 ms | 16.2 ms: 2.00x slower |
+| scimark_lu | 146 ms | 295 ms: 2.02x slower |
+| sympy_expand | 601 ms | 1.23 sec: 2.05x slower |
+| sqlglot_parse | 1.76 ms | 3.61 ms: 2.06x slower |
+| raytrace | 344 ms | 732 ms: 2.12x slower |
+| sympy_sum | 210 ms | 459 ms: 2.19x slower |
+| nbody | 119 ms | 263 ms: 2.21x slower |
+| deltablue | 4.44 ms | 11.5 ms: 2.58x slower |
+| unpack_sequence | 74.3 ns | 201 ns: 2.70x slower |
+| bench_mp_pool | 18.7 ms | 59.2 ms: 3.17x slower |
+| Geometric mean | (ref) | 1.44x slower |
+
+Benchmark hidden because not significant (4): regex_effbot, pidigits, unpickle, pickle
+Ignored benchmarks (14) of results/bm-20240906-3.13.0rc2-ec61006/bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006.json: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, tornado_http
+
+# HPT report
+
+- Reliability score: 100.00% likely to be slow
+- 90% likely to have a slowdown of 1.38x
+- 95% likely to have a slowdown of 1.36x
+- 99% likely to have a slowdown of 1.33x
+
+# Memory
+- memory change: 1.19x
\ No newline at end of file
diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.svg b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.svg
new file mode 100644
index 00000000..5eeb509b
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.svg
@@ -0,0 +1,3109 @@
+
+
+
diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base-mem.svg b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base-mem.svg
new file mode 100644
index 00000000..a167bd43
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base-mem.svg
@@ -0,0 +1,3081 @@
+
+
+
diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base.md b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base.md
new file mode 100644
index 00000000..2abf64d9
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base.md
@@ -0,0 +1,199 @@
+# Results vs. base
+
+- fork: python
+- ref: 32428cf9ea03bce6d64c
+- machine: linux-x86_64
+- commit hash: 32428cf
+- commit date: 2024-11-20
+- overall geometric mean: 1.45x slower
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.34x slower
+- Memory change: 1.18x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|----------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| 2to3 | 430 ms | 644 ms: 1.50x slower |
+| docutils | 3.72 sec | 4.61 sec: 1.24x slower |
+| html5lib | 90.8 ms | 140 ms: 1.54x slower |
+| Geometric mean | (ref) | 1.42x slower |
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|------------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| asyncio_tcp | 899 ms | 1.03 sec: 1.14x slower |
+| asyncio_tcp_ssl | 2.73 sec | 3.25 sec: 1.19x slower |
+| async_generators | 574 ms | 704 ms: 1.23x slower |
+| coroutines | 31.6 ms | 40.3 ms: 1.27x slower |
+| Geometric mean | (ref) | 1.17x slower |
+
+Benchmark hidden because not significant (1): asyncio_websockets
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|----------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| float | 113 ms | 191 ms: 1.69x slower |
+| nbody | 130 ms | 263 ms: 2.02x slower |
+| Geometric mean | (ref) | 1.51x slower |
+
+Benchmark hidden because not significant (1): pidigits
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|----------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| regex_v8 | 34.0 ms | 35.5 ms: 1.04x slower |
+| regex_dna | 287 ms | 303 ms: 1.06x slower |
+| regex_compile | 180 ms | 288 ms: 1.60x slower |
+| Geometric mean | (ref) | 1.16x slower |
+
+Benchmark hidden because not significant (1): regex_effbot
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|----------------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| pickle | 17.5 us | 15.4 us: 1.14x faster |
+| pickle_list | 7.07 us | 6.59 us: 1.07x faster |
+| pickle_dict | 45.6 us | 43.7 us: 1.05x faster |
+| unpickle_list | 7.05 us | 7.23 us: 1.03x slower |
+| unpickle | 19.0 us | 20.8 us: 1.10x slower |
+| json_loads | 34.8 us | 39.4 us: 1.13x slower |
+| json_dumps | 15.3 ms | 19.3 ms: 1.26x slower |
+| xml_etree_generate | 118 ms | 153 ms: 1.30x slower |
+| tomli_loads | 2.70 sec | 4.04 sec: 1.50x slower |
+| xml_etree_process | 82.9 ms | 126 ms: 1.52x slower |
+| pickle_pure_python | 428 us | 809 us: 1.89x slower |
+| unpickle_pure_python | 284 us | 540 us: 1.90x slower |
+| Geometric mean | (ref) | 1.21x slower |
+
+Benchmark hidden because not significant (2): xml_etree_iterparse, xml_etree_parse
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|------------------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| python_startup_no_site | 13.4 ms | 18.3 ms: 1.36x slower |
+| python_startup | 19.7 ms | 27.5 ms: 1.39x slower |
+| Geometric mean | (ref) | 1.38x slower |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|-----------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| genshi_text | 31.1 ms | 54.6 ms: 1.76x slower |
+| mako | 17.0 ms | 30.0 ms: 1.77x slower |
+| genshi_xml | 64.8 ms | 115 ms: 1.77x slower |
+| django_template | 45.2 ms | 82.9 ms: 1.83x slower |
+| Geometric mean | (ref) | 1.78x slower |
+
+All benchmarks:
+===============
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|--------------------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| gc_traversal | 5.28 ms | 4.45 ms: 1.18x faster |
+| bench_mp_pool | 69.4 ms | 59.2 ms: 1.17x faster |
+| pickle | 17.5 us | 15.4 us: 1.14x faster |
+| create_gc_cycles | 2.32 ms | 2.13 ms: 1.09x faster |
+| pickle_list | 7.07 us | 6.59 us: 1.07x faster |
+| pickle_dict | 45.6 us | 43.7 us: 1.05x faster |
+| unpickle_list | 7.05 us | 7.23 us: 1.03x slower |
+| regex_v8 | 34.0 ms | 35.5 ms: 1.04x slower |
+| regex_dna | 287 ms | 303 ms: 1.06x slower |
+| unpickle | 19.0 us | 20.8 us: 1.10x slower |
+| json_loads | 34.8 us | 39.4 us: 1.13x slower |
+| sqlite_synth | 3.69 us | 4.18 us: 1.14x slower |
+| asyncio_tcp | 899 ms | 1.03 sec: 1.14x slower |
+| pathlib | 28.6 ms | 33.1 ms: 1.15x slower |
+| asyncio_tcp_ssl | 2.73 sec | 3.25 sec: 1.19x slower |
+| scimark_fft | 479 ms | 577 ms: 1.20x slower |
+| async_generators | 574 ms | 704 ms: 1.23x slower |
+| docutils | 3.72 sec | 4.61 sec: 1.24x slower |
+| bench_thread_pool | 2.91 ms | 3.67 ms: 1.26x slower |
+| json_dumps | 15.3 ms | 19.3 ms: 1.26x slower |
+| telco | 10.6 ms | 13.5 ms: 1.27x slower |
+| coverage | 111 ms | 141 ms: 1.27x slower |
+| coroutines | 31.6 ms | 40.3 ms: 1.27x slower |
+| mdp | 3.57 sec | 4.64 sec: 1.30x slower |
+| meteor_contest | 139 ms | 182 ms: 1.30x slower |
+| scimark_sparse_mat_mult | 6.54 ms | 8.52 ms: 1.30x slower |
+| xml_etree_generate | 118 ms | 153 ms: 1.30x slower |
+| dulwich_log | 97.8 ms | 131 ms: 1.34x slower |
+| python_startup_no_site | 13.4 ms | 18.3 ms: 1.36x slower |
+| pycparser | 1.53 sec | 2.09 sec: 1.36x slower |
+| generators | 39.7 ms | 54.6 ms: 1.37x slower |
+| python_startup | 19.7 ms | 27.5 ms: 1.39x slower |
+| nqueens | 109 ms | 155 ms: 1.42x slower |
+| spectral_norm | 155 ms | 225 ms: 1.45x slower |
+| fannkuch | 512 ms | 742 ms: 1.45x slower |
+| bpe_tokeniser | 5.92 sec | 8.75 sec: 1.48x slower |
+| typing_runtime_protocols | 229 us | 339 us: 1.48x slower |
+| 2to3 | 430 ms | 644 ms: 1.50x slower |
+| tomli_loads | 2.70 sec | 4.04 sec: 1.50x slower |
+| xml_etree_process | 82.9 ms | 126 ms: 1.52x slower |
+| crypto_pyaes | 96.2 ms | 147 ms: 1.52x slower |
+| html5lib | 90.8 ms | 140 ms: 1.54x slower |
+| pyflate | 671 ms | 1.04 sec: 1.55x slower |
+| thrift | 1.05 ms | 1.64 ms: 1.56x slower |
+| pylint | 358 ms | 565 ms: 1.58x slower |
+| deepcopy_reduce | 3.63 us | 5.77 us: 1.59x slower |
+| regex_compile | 180 ms | 288 ms: 1.60x slower |
+| sqlglot_normalize | 145 ms | 236 ms: 1.63x slower |
+| sqlglot_optimize | 76.4 ms | 124 ms: 1.63x slower |
+| logging_simple | 8.86 us | 14.4 us: 1.63x slower |
+| deepcopy | 347 us | 570 us: 1.64x slower |
+| deepcopy_memo | 41.5 us | 68.8 us: 1.66x slower |
+| sympy_integrate | 27.3 ms | 45.3 ms: 1.66x slower |
+| richards | 65.5 ms | 110 ms: 1.68x slower |
+| float | 113 ms | 191 ms: 1.69x slower |
+| scimark_monte_carlo | 89.8 ms | 153 ms: 1.71x slower |
+| comprehensions | 22.9 us | 39.4 us: 1.72x slower |
+| pprint_safe_repr | 946 ms | 1.63 sec: 1.73x slower |
+| logging_silent | 148 ns | 259 ns: 1.75x slower |
+| genshi_text | 31.1 ms | 54.6 ms: 1.76x slower |
+| pprint_pformat | 1.88 sec | 3.30 sec: 1.76x slower |
+| richards_super | 70.4 ms | 124 ms: 1.77x slower |
+| mako | 17.0 ms | 30.0 ms: 1.77x slower |
+| genshi_xml | 64.8 ms | 115 ms: 1.77x slower |
+| django_template | 45.2 ms | 82.9 ms: 1.83x slower |
+| chaos | 87.4 ms | 161 ms: 1.84x slower |
+| logging_format | 9.18 us | 16.9 us: 1.84x slower |
+| sympy_str | 365 ms | 674 ms: 1.85x slower |
+| sqlglot_transpile | 2.24 ms | 4.20 ms: 1.88x slower |
+| pickle_pure_python | 428 us | 809 us: 1.89x slower |
+| scimark_lu | 156 ms | 295 ms: 1.89x slower |
+| hexiom | 8.54 ms | 16.2 ms: 1.90x slower |
+| unpickle_pure_python | 284 us | 540 us: 1.90x slower |
+| scimark_sor | 173 ms | 335 ms: 1.94x slower |
+| raytrace | 364 ms | 732 ms: 2.01x slower |
+| nbody | 130 ms | 263 ms: 2.02x slower |
+| sqlglot_parse | 1.78 ms | 3.61 ms: 2.03x slower |
+| sympy_expand | 594 ms | 1.23 sec: 2.07x slower |
+| go | 157 ms | 356 ms: 2.27x slower |
+| sympy_sum | 202 ms | 459 ms: 2.28x slower |
+| deltablue | 4.52 ms | 11.5 ms: 2.54x slower |
+| unpack_sequence | 59.4 ns | 201 ns: 3.38x slower |
+| Geometric mean | (ref) | 1.45x slower |
+
+Benchmark hidden because not significant (6): pidigits, xml_etree_iterparse, asyncio_websockets, regex_effbot, xml_etree_parse, json
+
+# HPT report
+
+- Reliability score: 100.00% likely to be slow
+- 90% likely to have a slowdown of 1.40x
+- 95% likely to have a slowdown of 1.38x
+- 99% likely to have a slowdown of 1.34x
+
+# Memory
+- memory change: 1.18x
\ No newline at end of file
diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base.svg b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base.svg
new file mode 100644
index 00000000..77fa907e
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base.svg
@@ -0,0 +1,3120 @@
+
+
+
diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.md b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.md
new file mode 100644
index 00000000..bb694378
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.md
@@ -0,0 +1,201 @@
+# Results vs. 3.12.6
+
+- fork: python
+- ref: 32428cf9ea03bce6d64c
+- machine: linux-x86_64
+- commit hash: 32428cf
+- commit date: 2024-11-20
+- overall geometric mean: 1.54x slower
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.38x slower
+- Memory change: 1.24x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| 2to3 | 264 ms | 414 ms: 1.57x slower |
+| docutils | 2.64 sec | 3.35 sec: 1.27x slower |
+| html5lib | 63.6 ms | 106 ms: 1.66x slower |
+| Geometric mean | (ref) | 1.49x slower |
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|--------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| asyncio_websockets | 517 ms | 520 ms: 1.01x slower |
+| asyncio_tcp | 519 ms | 584 ms: 1.13x slower |
+| asyncio_tcp_ssl | 1.51 sec | 1.84 sec: 1.22x slower |
+| async_generators | 384 ms | 485 ms: 1.26x slower |
+| coroutines | 23.9 ms | 30.4 ms: 1.27x slower |
+| Geometric mean | (ref) | 1.17x slower |
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| pidigits | 184 ms | 187 ms: 1.02x slower |
+| float | 80.8 ms | 150 ms: 1.86x slower |
+| nbody | 89.3 ms | 195 ms: 2.19x slower |
+| Geometric mean | (ref) | 1.60x slower |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| regex_effbot | 3.17 ms | 2.88 ms: 1.10x faster |
+| regex_dna | 168 ms | 193 ms: 1.15x slower |
+| regex_v8 | 20.6 ms | 25.5 ms: 1.24x slower |
+| regex_compile | 142 ms | 230 ms: 1.62x slower |
+| Geometric mean | (ref) | 1.20x slower |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| xml_etree_parse | 139 ms | 133 ms: 1.04x faster |
+| pickle_dict | 31.8 us | 31.9 us: 1.00x slower |
+| unpickle | 14.1 us | 14.4 us: 1.03x slower |
+| unpickle_list | 4.67 us | 5.02 us: 1.07x slower |
+| json_loads | 26.5 us | 28.7 us: 1.08x slower |
+| pickle_list | 4.77 us | 5.15 us: 1.08x slower |
+| xml_etree_iterparse | 96.7 ms | 109 ms: 1.13x slower |
+| pickle | 10.9 us | 12.7 us: 1.16x slower |
+| xml_etree_generate | 85.2 ms | 114 ms: 1.33x slower |
+| json_dumps | 10.4 ms | 15.0 ms: 1.45x slower |
+| tomli_loads | 2.11 sec | 3.20 sec: 1.52x slower |
+| xml_etree_process | 59.0 ms | 93.4 ms: 1.58x slower |
+| unpickle_pure_python | 221 us | 421 us: 1.91x slower |
+| pickle_pure_python | 308 us | 616 us: 2.00x slower |
+| Geometric mean | (ref) | 1.27x slower |
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|------------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| python_startup_no_site | 7.16 ms | 10.3 ms: 1.44x slower |
+| python_startup | 9.93 ms | 15.8 ms: 1.59x slower |
+| Geometric mean | (ref) | 1.51x slower |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|-----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| genshi_xml | 50.2 ms | 82.6 ms: 1.65x slower |
+| genshi_text | 22.8 ms | 40.6 ms: 1.78x slower |
+| django_template | 34.7 ms | 64.6 ms: 1.86x slower |
+| mako | 11.0 ms | 20.7 ms: 1.88x slower |
+| Geometric mean | (ref) | 1.79x slower |
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|--------------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| gc_traversal | 3.46 ms | 2.68 ms: 1.29x faster |
+| regex_effbot | 3.17 ms | 2.88 ms: 1.10x faster |
+| xml_etree_parse | 139 ms | 133 ms: 1.04x faster |
+| pickle_dict | 31.8 us | 31.9 us: 1.00x slower |
+| asyncio_websockets | 517 ms | 520 ms: 1.01x slower |
+| pidigits | 184 ms | 187 ms: 1.02x slower |
+| unpickle | 14.1 us | 14.4 us: 1.03x slower |
+| pathlib | 21.5 ms | 22.1 ms: 1.03x slower |
+| json | 5.02 ms | 5.22 ms: 1.04x slower |
+| unpickle_list | 4.67 us | 5.02 us: 1.07x slower |
+| json_loads | 26.5 us | 28.7 us: 1.08x slower |
+| pickle_list | 4.77 us | 5.15 us: 1.08x slower |
+| create_gc_cycles | 1.09 ms | 1.19 ms: 1.09x slower |
+| sqlite_synth | 2.20 us | 2.44 us: 1.11x slower |
+| asyncio_tcp | 519 ms | 584 ms: 1.13x slower |
+| xml_etree_iterparse | 96.7 ms | 109 ms: 1.13x slower |
+| regex_dna | 168 ms | 193 ms: 1.15x slower |
+| pickle | 10.9 us | 12.7 us: 1.16x slower |
+| scimark_fft | 342 ms | 415 ms: 1.21x slower |
+| asyncio_tcp_ssl | 1.51 sec | 1.84 sec: 1.22x slower |
+| deepcopy | 352 us | 431 us: 1.23x slower |
+| regex_v8 | 20.6 ms | 25.5 ms: 1.24x slower |
+| async_generators | 384 ms | 485 ms: 1.26x slower |
+| generators | 32.2 ms | 40.8 ms: 1.27x slower |
+| docutils | 2.64 sec | 3.35 sec: 1.27x slower |
+| coroutines | 23.9 ms | 30.4 ms: 1.27x slower |
+| bpe_tokeniser | 4.74 sec | 6.16 sec: 1.30x slower |
+| mdp | 2.42 sec | 3.16 sec: 1.31x slower |
+| dulwich_log | 78.9 ms | 104 ms: 1.32x slower |
+| deepcopy_memo | 40.3 us | 53.0 us: 1.32x slower |
+| pylint | 319 ms | 421 ms: 1.32x slower |
+| scimark_sparse_mat_mult | 4.39 ms | 5.81 ms: 1.32x slower |
+| xml_etree_generate | 85.2 ms | 114 ms: 1.33x slower |
+| meteor_contest | 104 ms | 139 ms: 1.35x slower |
+| crypto_pyaes | 76.6 ms | 108 ms: 1.41x slower |
+| coverage | 71.4 ms | 102 ms: 1.43x slower |
+| telco | 6.53 ms | 9.37 ms: 1.44x slower |
+| python_startup_no_site | 7.16 ms | 10.3 ms: 1.44x slower |
+| nqueens | 80.1 ms | 116 ms: 1.45x slower |
+| json_dumps | 10.4 ms | 15.0 ms: 1.45x slower |
+| deepcopy_reduce | 3.08 us | 4.50 us: 1.46x slower |
+| pycparser | 1.17 sec | 1.71 sec: 1.46x slower |
+| spectral_norm | 110 ms | 163 ms: 1.48x slower |
+| tomli_loads | 2.11 sec | 3.20 sec: 1.52x slower |
+| fannkuch | 372 ms | 573 ms: 1.54x slower |
+| typing_runtime_protocols | 163 us | 252 us: 1.54x slower |
+| comprehensions | 19.8 us | 30.6 us: 1.54x slower |
+| 2to3 | 264 ms | 414 ms: 1.57x slower |
+| xml_etree_process | 59.0 ms | 93.4 ms: 1.58x slower |
+| python_startup | 9.93 ms | 15.8 ms: 1.59x slower |
+| sympy_integrate | 20.5 ms | 33.1 ms: 1.61x slower |
+| regex_compile | 142 ms | 230 ms: 1.62x slower |
+| thrift | 791 us | 1.29 ms: 1.63x slower |
+| genshi_xml | 50.2 ms | 82.6 ms: 1.65x slower |
+| html5lib | 63.6 ms | 106 ms: 1.66x slower |
+| sqlglot_optimize | 53.3 ms | 90.5 ms: 1.70x slower |
+| sqlglot_normalize | 107 ms | 183 ms: 1.72x slower |
+| pyflate | 448 ms | 772 ms: 1.72x slower |
+| genshi_text | 22.8 ms | 40.6 ms: 1.78x slower |
+| pprint_safe_repr | 743 ms | 1.32 sec: 1.78x slower |
+| pprint_pformat | 1.52 sec | 2.74 sec: 1.80x slower |
+| logging_format | 7.35 us | 13.4 us: 1.82x slower |
+| logging_simple | 6.63 us | 12.1 us: 1.83x slower |
+| scimark_monte_carlo | 68.4 ms | 126 ms: 1.84x slower |
+| sympy_str | 292 ms | 540 ms: 1.85x slower |
+| float | 80.8 ms | 150 ms: 1.86x slower |
+| django_template | 34.7 ms | 64.6 ms: 1.86x slower |
+| mako | 11.0 ms | 20.7 ms: 1.88x slower |
+| unpickle_pure_python | 221 us | 421 us: 1.91x slower |
+| chaos | 62.8 ms | 122 ms: 1.94x slower |
+| logging_silent | 109 ns | 212 ns: 1.95x slower |
+| richards | 45.9 ms | 89.7 ms: 1.95x slower |
+| sqlglot_transpile | 1.67 ms | 3.33 ms: 1.99x slower |
+| hexiom | 6.17 ms | 12.3 ms: 2.00x slower |
+| pickle_pure_python | 308 us | 616 us: 2.00x slower |
+| scimark_sor | 130 ms | 269 ms: 2.08x slower |
+| richards_super | 51.9 ms | 108 ms: 2.09x slower |
+| raytrace | 299 ms | 632 ms: 2.11x slower |
+| sqlglot_parse | 1.36 ms | 2.86 ms: 2.11x slower |
+| scimark_lu | 114 ms | 245 ms: 2.14x slower |
+| go | 139 ms | 298 ms: 2.14x slower |
+| nbody | 89.3 ms | 195 ms: 2.19x slower |
+| sympy_expand | 468 ms | 1.06 sec: 2.26x slower |
+| sympy_sum | 166 ms | 381 ms: 2.30x slower |
+| unpack_sequence | 52.1 ns | 136 ns: 2.61x slower |
+| deltablue | 3.45 ms | 9.13 ms: 2.65x slower |
+| bench_thread_pool | 941 us | 3.49 ms: 3.71x slower |
+| bench_mp_pool | 10.8 ms | 70.2 ms: 6.50x slower |
+| Geometric mean | (ref) | 1.54x slower |
+Ignored benchmarks (17) of results/bm-20240906-3.12.6-a4a2d2b/bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b.json: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative, tornado_http
+
+# HPT report
+
+- Reliability score: 100.00% likely to be slow
+- 90% likely to have a slowdown of 1.45x
+- 95% likely to have a slowdown of 1.43x
+- 99% likely to have a slowdown of 1.38x
+
+# Memory
+- memory change: 1.24x
\ No newline at end of file
diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.svg b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.svg
new file mode 100644
index 00000000..4646c21c
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.svg
@@ -0,0 +1,3031 @@
+
+
+
diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.md b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.md
new file mode 100644
index 00000000..bc2cc61a
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.md
@@ -0,0 +1,203 @@
+# Results vs. 3.13.0rc2
+
+- fork: python
+- ref: 32428cf9ea03bce6d64c
+- machine: linux-x86_64
+- commit hash: 32428cf
+- commit date: 2024-11-20
+- overall geometric mean: 1.56x slower
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.39x slower
+- Memory change: 1.22x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| 2to3 | 260 ms | 414 ms: 1.59x slower |
+| docutils | 2.62 sec | 3.35 sec: 1.28x slower |
+| html5lib | 67.0 ms | 106 ms: 1.58x slower |
+| Geometric mean | (ref) | 1.48x slower |
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| asyncio_tcp | 505 ms | 584 ms: 1.16x slower |
+| asyncio_tcp_ssl | 1.51 sec | 1.84 sec: 1.22x slower |
+| async_generators | 377 ms | 485 ms: 1.28x slower |
+| coroutines | 23.6 ms | 30.4 ms: 1.29x slower |
+| Geometric mean | (ref) | 1.19x slower |
+
+Benchmark hidden because not significant (1): asyncio_websockets
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| pidigits | 217 ms | 187 ms: 1.16x faster |
+| float | 77.5 ms | 150 ms: 1.94x slower |
+| nbody | 85.1 ms | 195 ms: 2.29x slower |
+| Geometric mean | (ref) | 1.57x slower |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| regex_effbot | 3.08 ms | 2.88 ms: 1.07x faster |
+| regex_dna | 180 ms | 193 ms: 1.07x slower |
+| regex_v8 | 22.7 ms | 25.5 ms: 1.13x slower |
+| regex_compile | 132 ms | 230 ms: 1.74x slower |
+| Geometric mean | (ref) | 1.18x slower |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| xml_etree_parse | 136 ms | 133 ms: 1.02x faster |
+| pickle_dict | 32.5 us | 31.9 us: 1.02x faster |
+| pickle_list | 4.93 us | 5.15 us: 1.05x slower |
+| json_loads | 27.0 us | 28.7 us: 1.06x slower |
+| unpickle_list | 4.71 us | 5.02 us: 1.07x slower |
+| pickle | 11.3 us | 12.7 us: 1.12x slower |
+| xml_etree_iterparse | 94.9 ms | 109 ms: 1.15x slower |
+| xml_etree_generate | 85.4 ms | 114 ms: 1.33x slower |
+| json_dumps | 10.5 ms | 15.0 ms: 1.43x slower |
+| xml_etree_process | 59.3 ms | 93.4 ms: 1.57x slower |
+| tomli_loads | 2.01 sec | 3.20 sec: 1.60x slower |
+| unpickle_pure_python | 210 us | 421 us: 2.00x slower |
+| pickle_pure_python | 294 us | 616 us: 2.09x slower |
+| Geometric mean | (ref) | 1.27x slower |
+
+Benchmark hidden because not significant (1): unpickle
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|------------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| python_startup_no_site | 7.39 ms | 10.3 ms: 1.39x slower |
+| python_startup | 11.0 ms | 15.8 ms: 1.43x slower |
+| Geometric mean | (ref) | 1.41x slower |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|-----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| genshi_xml | 48.8 ms | 82.6 ms: 1.69x slower |
+| mako | 11.3 ms | 20.7 ms: 1.83x slower |
+| genshi_text | 21.5 ms | 40.6 ms: 1.89x slower |
+| django_template | 34.1 ms | 64.6 ms: 1.89x slower |
+| Geometric mean | (ref) | 1.82x slower |
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|--------------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| gc_traversal | 3.14 ms | 2.68 ms: 1.17x faster |
+| pidigits | 217 ms | 187 ms: 1.16x faster |
+| create_gc_cycles | 1.34 ms | 1.19 ms: 1.12x faster |
+| regex_effbot | 3.08 ms | 2.88 ms: 1.07x faster |
+| xml_etree_parse | 136 ms | 133 ms: 1.02x faster |
+| pickle_dict | 32.5 us | 31.9 us: 1.02x faster |
+| pickle_list | 4.93 us | 5.15 us: 1.05x slower |
+| json | 4.93 ms | 5.22 ms: 1.06x slower |
+| json_loads | 27.0 us | 28.7 us: 1.06x slower |
+| unpickle_list | 4.71 us | 5.02 us: 1.07x slower |
+| regex_dna | 180 ms | 193 ms: 1.07x slower |
+| sqlite_synth | 2.21 us | 2.44 us: 1.10x slower |
+| pickle | 11.3 us | 12.7 us: 1.12x slower |
+| regex_v8 | 22.7 ms | 25.5 ms: 1.13x slower |
+| xml_etree_iterparse | 94.9 ms | 109 ms: 1.15x slower |
+| pathlib | 19.2 ms | 22.1 ms: 1.15x slower |
+| asyncio_tcp | 505 ms | 584 ms: 1.16x slower |
+| scimark_fft | 349 ms | 415 ms: 1.19x slower |
+| telco | 7.82 ms | 9.37 ms: 1.20x slower |
+| deepcopy | 355 us | 431 us: 1.21x slower |
+| asyncio_tcp_ssl | 1.51 sec | 1.84 sec: 1.22x slower |
+| coverage | 83.0 ms | 102 ms: 1.23x slower |
+| scimark_sparse_mat_mult | 4.71 ms | 5.81 ms: 1.24x slower |
+| docutils | 2.62 sec | 3.35 sec: 1.28x slower |
+| async_generators | 377 ms | 485 ms: 1.28x slower |
+| coroutines | 23.6 ms | 30.4 ms: 1.29x slower |
+| pylint | 317 ms | 421 ms: 1.33x slower |
+| xml_etree_generate | 85.4 ms | 114 ms: 1.33x slower |
+| mdp | 2.36 sec | 3.16 sec: 1.34x slower |
+| deepcopy_memo | 39.1 us | 53.0 us: 1.36x slower |
+| meteor_contest | 102 ms | 139 ms: 1.37x slower |
+| bpe_tokeniser | 4.45 sec | 6.16 sec: 1.39x slower |
+| dulwich_log | 74.8 ms | 104 ms: 1.39x slower |
+| python_startup_no_site | 7.39 ms | 10.3 ms: 1.39x slower |
+| generators | 28.8 ms | 40.8 ms: 1.42x slower |
+| json_dumps | 10.5 ms | 15.0 ms: 1.43x slower |
+| python_startup | 11.0 ms | 15.8 ms: 1.43x slower |
+| deepcopy_reduce | 3.11 us | 4.50 us: 1.44x slower |
+| spectral_norm | 111 ms | 163 ms: 1.46x slower |
+| nqueens | 78.6 ms | 116 ms: 1.48x slower |
+| pycparser | 1.12 sec | 1.71 sec: 1.53x slower |
+| fannkuch | 370 ms | 573 ms: 1.55x slower |
+| xml_etree_process | 59.3 ms | 93.4 ms: 1.57x slower |
+| html5lib | 67.0 ms | 106 ms: 1.58x slower |
+| crypto_pyaes | 67.9 ms | 108 ms: 1.59x slower |
+| 2to3 | 260 ms | 414 ms: 1.59x slower |
+| tomli_loads | 2.01 sec | 3.20 sec: 1.60x slower |
+| typing_runtime_protocols | 155 us | 252 us: 1.63x slower |
+| thrift | 778 us | 1.29 ms: 1.66x slower |
+| sympy_integrate | 19.8 ms | 33.1 ms: 1.67x slower |
+| genshi_xml | 48.8 ms | 82.6 ms: 1.69x slower |
+| sqlglot_optimize | 52.7 ms | 90.5 ms: 1.72x slower |
+| pyflate | 449 ms | 772 ms: 1.72x slower |
+| sqlglot_normalize | 106 ms | 183 ms: 1.74x slower |
+| regex_compile | 132 ms | 230 ms: 1.74x slower |
+| pprint_safe_repr | 738 ms | 1.32 sec: 1.79x slower |
+| mako | 11.3 ms | 20.7 ms: 1.83x slower |
+| pprint_pformat | 1.50 sec | 2.74 sec: 1.83x slower |
+| comprehensions | 16.5 us | 30.6 us: 1.86x slower |
+| genshi_text | 21.5 ms | 40.6 ms: 1.89x slower |
+| django_template | 34.1 ms | 64.6 ms: 1.89x slower |
+| scimark_monte_carlo | 65.4 ms | 126 ms: 1.93x slower |
+| float | 77.5 ms | 150 ms: 1.94x slower |
+| logging_format | 6.84 us | 13.4 us: 1.96x slower |
+| sympy_str | 275 ms | 540 ms: 1.97x slower |
+| logging_simple | 6.16 us | 12.1 us: 1.97x slower |
+| richards | 45.2 ms | 89.7 ms: 1.98x slower |
+| scimark_sor | 134 ms | 269 ms: 2.00x slower |
+| unpickle_pure_python | 210 us | 421 us: 2.00x slower |
+| hexiom | 5.99 ms | 12.3 ms: 2.06x slower |
+| logging_silent | 103 ns | 212 ns: 2.07x slower |
+| pickle_pure_python | 294 us | 616 us: 2.09x slower |
+| richards_super | 51.6 ms | 108 ms: 2.10x slower |
+| go | 141 ms | 298 ms: 2.12x slower |
+| chaos | 57.3 ms | 122 ms: 2.12x slower |
+| sqlglot_transpile | 1.56 ms | 3.33 ms: 2.14x slower |
+| scimark_lu | 113 ms | 245 ms: 2.17x slower |
+| sqlglot_parse | 1.25 ms | 2.86 ms: 2.29x slower |
+| nbody | 85.1 ms | 195 ms: 2.29x slower |
+| sympy_expand | 457 ms | 1.06 sec: 2.32x slower |
+| sympy_sum | 156 ms | 381 ms: 2.45x slower |
+| raytrace | 253 ms | 632 ms: 2.50x slower |
+| deltablue | 3.12 ms | 9.13 ms: 2.92x slower |
+| unpack_sequence | 44.8 ns | 136 ns: 3.04x slower |
+| bench_thread_pool | 919 us | 3.49 ms: 3.80x slower |
+| bench_mp_pool | 11.0 ms | 70.2 ms: 6.38x slower |
+| Geometric mean | (ref) | 1.56x slower |
+
+Benchmark hidden because not significant (2): asyncio_websockets, unpickle
+Ignored benchmarks (14) of results/bm-20240906-3.13.0rc2-ec61006/bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006.json: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, tornado_http
+
+# HPT report
+
+- Reliability score: 100.00% likely to be slow
+- 90% likely to have a slowdown of 1.47x
+- 95% likely to have a slowdown of 1.45x
+- 99% likely to have a slowdown of 1.39x
+
+# Memory
+- memory change: 1.22x
\ No newline at end of file
diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.svg b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.svg
new file mode 100644
index 00000000..33e60b65
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.svg
@@ -0,0 +1,3044 @@
+
+
+
diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base-mem.svg b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base-mem.svg
new file mode 100644
index 00000000..c44bff3e
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base-mem.svg
@@ -0,0 +1,2283 @@
+
+
+
diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base.md b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base.md
new file mode 100644
index 00000000..b62a867d
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base.md
@@ -0,0 +1,202 @@
+# Results vs. base
+
+- fork: python
+- ref: 32428cf9ea03bce6d64c
+- machine: linux-x86_64
+- commit hash: 32428cf
+- commit date: 2024-11-20
+- overall geometric mean: 1.53x slower
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.39x slower
+- Memory change: 1.21x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|----------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| 2to3 | 256 ms | 414 ms: 1.62x slower |
+| docutils | 2.63 sec | 3.35 sec: 1.28x slower |
+| html5lib | 66.9 ms | 106 ms: 1.58x slower |
+| Geometric mean | (ref) | 1.48x slower |
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|------------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| asyncio_tcp | 506 ms | 584 ms: 1.15x slower |
+| asyncio_tcp_ssl | 1.53 sec | 1.84 sec: 1.21x slower |
+| async_generators | 378 ms | 485 ms: 1.28x slower |
+| coroutines | 22.6 ms | 30.4 ms: 1.35x slower |
+| Geometric mean | (ref) | 1.19x slower |
+
+Benchmark hidden because not significant (1): asyncio_websockets
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|----------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| pidigits | 217 ms | 187 ms: 1.16x faster |
+| float | 78.8 ms | 150 ms: 1.90x slower |
+| nbody | 95.9 ms | 195 ms: 2.03x slower |
+| Geometric mean | (ref) | 1.50x slower |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|----------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| regex_v8 | 23.6 ms | 25.5 ms: 1.08x slower |
+| regex_dna | 177 ms | 193 ms: 1.09x slower |
+| regex_compile | 135 ms | 230 ms: 1.71x slower |
+| Geometric mean | (ref) | 1.19x slower |
+
+Benchmark hidden because not significant (1): regex_effbot
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|----------------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| pickle_list | 5.29 us | 5.15 us: 1.03x faster |
+| xml_etree_parse | 137 ms | 133 ms: 1.03x faster |
+| pickle_dict | 32.3 us | 31.9 us: 1.01x faster |
+| unpickle_list | 4.81 us | 5.02 us: 1.04x slower |
+| unpickle | 13.5 us | 14.4 us: 1.07x slower |
+| xml_etree_iterparse | 96.1 ms | 109 ms: 1.14x slower |
+| json_loads | 25.0 us | 28.7 us: 1.14x slower |
+| xml_etree_generate | 86.2 ms | 114 ms: 1.32x slower |
+| json_dumps | 11.3 ms | 15.0 ms: 1.33x slower |
+| tomli_loads | 2.15 sec | 3.20 sec: 1.49x slower |
+| xml_etree_process | 60.2 ms | 93.4 ms: 1.55x slower |
+| pickle_pure_python | 320 us | 616 us: 1.93x slower |
+| unpickle_pure_python | 217 us | 421 us: 1.94x slower |
+| Geometric mean | (ref) | 1.24x slower |
+
+Benchmark hidden because not significant (1): pickle
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|------------------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| python_startup_no_site | 7.41 ms | 10.3 ms: 1.39x slower |
+| python_startup | 11.1 ms | 15.8 ms: 1.42x slower |
+| Geometric mean | (ref) | 1.41x slower |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|-----------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| genshi_xml | 50.3 ms | 82.6 ms: 1.64x slower |
+| mako | 12.0 ms | 20.7 ms: 1.73x slower |
+| django_template | 35.7 ms | 64.6 ms: 1.81x slower |
+| genshi_text | 21.9 ms | 40.6 ms: 1.85x slower |
+| Geometric mean | (ref) | 1.76x slower |
+
+All benchmarks:
+===============
+
+| Benchmark | results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json | results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf.json |
+|--------------------------|:-----------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|
+| gc_traversal | 3.63 ms | 2.68 ms: 1.36x faster |
+| pidigits | 217 ms | 187 ms: 1.16x faster |
+| create_gc_cycles | 1.34 ms | 1.19 ms: 1.12x faster |
+| pickle_list | 5.29 us | 5.15 us: 1.03x faster |
+| xml_etree_parse | 137 ms | 133 ms: 1.03x faster |
+| pickle_dict | 32.3 us | 31.9 us: 1.01x faster |
+| unpickle_list | 4.81 us | 5.02 us: 1.04x slower |
+| unpickle | 13.5 us | 14.4 us: 1.07x slower |
+| regex_v8 | 23.6 ms | 25.5 ms: 1.08x slower |
+| sqlite_synth | 2.24 us | 2.44 us: 1.09x slower |
+| regex_dna | 177 ms | 193 ms: 1.09x slower |
+| bench_mp_pool | 63.6 ms | 70.2 ms: 1.10x slower |
+| json | 4.61 ms | 5.22 ms: 1.13x slower |
+| xml_etree_iterparse | 96.1 ms | 109 ms: 1.14x slower |
+| json_loads | 25.0 us | 28.7 us: 1.14x slower |
+| asyncio_tcp | 506 ms | 584 ms: 1.15x slower |
+| pathlib | 18.6 ms | 22.1 ms: 1.19x slower |
+| asyncio_tcp_ssl | 1.53 sec | 1.84 sec: 1.21x slower |
+| scimark_fft | 337 ms | 415 ms: 1.23x slower |
+| coverage | 80.2 ms | 102 ms: 1.27x slower |
+| docutils | 2.63 sec | 3.35 sec: 1.28x slower |
+| async_generators | 378 ms | 485 ms: 1.28x slower |
+| scimark_sparse_mat_mult | 4.48 ms | 5.81 ms: 1.30x slower |
+| telco | 7.22 ms | 9.37 ms: 1.30x slower |
+| xml_etree_generate | 86.2 ms | 114 ms: 1.32x slower |
+| json_dumps | 11.3 ms | 15.0 ms: 1.33x slower |
+| mdp | 2.36 sec | 3.16 sec: 1.34x slower |
+| coroutines | 22.6 ms | 30.4 ms: 1.35x slower |
+| dulwich_log | 75.9 ms | 104 ms: 1.37x slower |
+| meteor_contest | 100 ms | 139 ms: 1.39x slower |
+| python_startup_no_site | 7.41 ms | 10.3 ms: 1.39x slower |
+| generators | 29.2 ms | 40.8 ms: 1.40x slower |
+| bpe_tokeniser | 4.34 sec | 6.16 sec: 1.42x slower |
+| python_startup | 11.1 ms | 15.8 ms: 1.42x slower |
+| spectral_norm | 113 ms | 163 ms: 1.43x slower |
+| nqueens | 79.2 ms | 116 ms: 1.47x slower |
+| tomli_loads | 2.15 sec | 3.20 sec: 1.49x slower |
+| pycparser | 1.14 sec | 1.71 sec: 1.51x slower |
+| fannkuch | 371 ms | 573 ms: 1.54x slower |
+| pylint | 272 ms | 421 ms: 1.55x slower |
+| xml_etree_process | 60.2 ms | 93.4 ms: 1.55x slower |
+| typing_runtime_protocols | 160 us | 252 us: 1.57x slower |
+| html5lib | 66.9 ms | 106 ms: 1.58x slower |
+| crypto_pyaes | 67.9 ms | 108 ms: 1.59x slower |
+| 2to3 | 256 ms | 414 ms: 1.62x slower |
+| deepcopy | 266 us | 431 us: 1.62x slower |
+| genshi_xml | 50.3 ms | 82.6 ms: 1.64x slower |
+| sympy_integrate | 20.0 ms | 33.1 ms: 1.65x slower |
+| sqlglot_optimize | 53.9 ms | 90.5 ms: 1.68x slower |
+| deepcopy_reduce | 2.65 us | 4.50 us: 1.69x slower |
+| sqlglot_normalize | 108 ms | 183 ms: 1.70x slower |
+| regex_compile | 135 ms | 230 ms: 1.71x slower |
+| thrift | 752 us | 1.29 ms: 1.72x slower |
+| pyflate | 448 ms | 772 ms: 1.72x slower |
+| mako | 12.0 ms | 20.7 ms: 1.73x slower |
+| deepcopy_memo | 30.3 us | 53.0 us: 1.75x slower |
+| comprehensions | 17.3 us | 30.6 us: 1.77x slower |
+| django_template | 35.7 ms | 64.6 ms: 1.81x slower |
+| pprint_safe_repr | 716 ms | 1.32 sec: 1.85x slower |
+| pprint_pformat | 1.48 sec | 2.74 sec: 1.85x slower |
+| genshi_text | 21.9 ms | 40.6 ms: 1.85x slower |
+| float | 78.8 ms | 150 ms: 1.90x slower |
+| logging_format | 6.99 us | 13.4 us: 1.91x slower |
+| logging_simple | 6.30 us | 12.1 us: 1.92x slower |
+| pickle_pure_python | 320 us | 616 us: 1.93x slower |
+| scimark_monte_carlo | 65.4 ms | 126 ms: 1.93x slower |
+| logging_silent | 109 ns | 212 ns: 1.94x slower |
+| unpickle_pure_python | 217 us | 421 us: 1.94x slower |
+| richards | 45.9 ms | 89.7 ms: 1.95x slower |
+| sympy_str | 275 ms | 540 ms: 1.96x slower |
+| scimark_sor | 136 ms | 269 ms: 1.98x slower |
+| nbody | 95.9 ms | 195 ms: 2.03x slower |
+| chaos | 59.0 ms | 122 ms: 2.06x slower |
+| hexiom | 5.96 ms | 12.3 ms: 2.06x slower |
+| richards_super | 52.0 ms | 108 ms: 2.09x slower |
+| sqlglot_transpile | 1.59 ms | 3.33 ms: 2.09x slower |
+| scimark_lu | 113 ms | 245 ms: 2.17x slower |
+| sqlglot_parse | 1.30 ms | 2.86 ms: 2.20x slower |
+| sympy_expand | 460 ms | 1.06 sec: 2.30x slower |
+| raytrace | 264 ms | 632 ms: 2.39x slower |
+| go | 122 ms | 298 ms: 2.45x slower |
+| sympy_sum | 153 ms | 381 ms: 2.48x slower |
+| deltablue | 3.25 ms | 9.13 ms: 2.81x slower |
+| unpack_sequence | 47.0 ns | 136 ns: 2.90x slower |
+| bench_thread_pool | 1.02 ms | 3.49 ms: 3.43x slower |
+| Geometric mean | (ref) | 1.53x slower |
+
+Benchmark hidden because not significant (3): asyncio_websockets, regex_effbot, pickle
+
+# HPT report
+
+- Reliability score: 100.00% likely to be slow
+- 90% likely to have a slowdown of 1.46x
+- 95% likely to have a slowdown of 1.43x
+- 99% likely to have a slowdown of 1.39x
+
+# Memory
+- memory change: 1.21x
\ No newline at end of file
diff --git a/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base.svg b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base.svg
new file mode 100644
index 00000000..0e25e047
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf-NOGIL/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-base.svg
@@ -0,0 +1,3048 @@
+
+
+
diff --git a/results/bm-20241120-3.14.0a2+-32428cf/README.md b/results/bm-20241120-3.14.0a2+-32428cf/README.md
new file mode 100644
index 00000000..2cdb8325
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf/README.md
@@ -0,0 +1,56 @@
+# Results
+
+- fork: python
+- version: 3.14.0a2+
+- config:
+- commit hash: [32428cf](https://github.com/python/cpython/commit/32428cf)
+- commit date: 2024-11-20T14:54:48-08:00
+- commit merge base: [0af4ec30bd2e3a52350344d1011c0c125d6dcd71](https://github.com/python/cpython/commit/0af4ec30bd2e3a52350344d1011c0c125d6dcd71)
+- ref: 32428cf9ea03bce6d64c
+
+## linux x86_64 (linux)
+
+- [GitHub Action run](https://github.com/facebookexperimental/free-threading-benchmarking/actions/runs/11944155772)
+- cpu model: Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
+- platform: Linux-5.15.0-1071-aws-x86_64-with-glibc2.31
+- [raw results](bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf.json)
+
+### vs. 3.12.6
+
+- Geometric mean: 1.03x faster (HPT: reliability of 99.91%, 1.00x faster at 99th %ile)
+- Memory usage: 1.02x
+- missing benchmarks: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative, tornado_http
+- [📄table](bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.md)
+- [📈time plot](bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.svg)
+
+### vs. 3.13.0rc2
+
+- Geometric mean: 1.01x faster (HPT: reliability of 97.08%, 1.00x faster at 99th %ile)
+- Memory usage: 1.01x
+- missing benchmarks: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, tornado_http
+- [📄table](bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.md)
+- [📈time plot](bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.svg)
+
+## linux x86_64 (vultr)
+
+- [GitHub Action run](https://github.com/facebookexperimental/free-threading-benchmarking/actions/runs/11944155772)
+- cpu model: Intel(R) Xeon(R) E-2286G CPU @ 4.00GHz
+- platform: Linux-6.8.0-45-generic-x86_64-with-glibc2.39
+- [raw results](bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf.json)
+
+### vs. 3.12.6
+
+- Geometric mean: 1.00x slower (HPT: reliability of 97.47%, 1.00x faster at 99th %ile)
+- Memory usage: 1.02x
+- missing benchmarks: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative, tornado_http
+- [📄table](bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.md)
+- [📈time plot](bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.12.6.svg)
+
+### vs. 3.13.0rc2
+
+- Geometric mean: 1.02x slower (HPT: reliability of 99.66%, 1.00x slower at 99th %ile)
+- Memory usage: 1.01x
+- missing benchmarks: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, tornado_http
+- [📄table](bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.md)
+- [📈time plot](bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2%2B-32428cf-vs-3.13.0rc2.svg)
+
diff --git a/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.md b/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.md
new file mode 100644
index 00000000..a610aa46
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.md
@@ -0,0 +1,175 @@
+# Results vs. 3.12.6
+
+- fork: python
+- ref: 32428cf9ea03bce6d64c
+- machine: linux-x86_64
+- commit hash: 32428cf
+- commit date: 2024-11-20
+- overall geometric mean: 1.03x faster
+- HPT reliability: 99.91%
+- HPT 99th percentile: 1.00x faster
+- Memory change: 1.02x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| 2to3 | 456 ms | 430 ms: 1.06x faster |
+| docutils | 4.00 sec | 3.72 sec: 1.07x faster |
+| Geometric mean | (ref) | 1.04x faster |
+
+Benchmark hidden because not significant (1): html5lib
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|--------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| asyncio_tcp_ssl | 2.81 sec | 2.73 sec: 1.03x faster |
+| asyncio_websockets | 748 ms | 726 ms: 1.03x faster |
+| async_generators | 589 ms | 574 ms: 1.03x faster |
+| coroutines | 29.5 ms | 31.6 ms: 1.07x slower |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmark hidden because not significant (1): asyncio_tcp
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| float | 123 ms | 113 ms: 1.09x faster |
+| nbody | 119 ms | 130 ms: 1.09x slower |
+| Geometric mean | (ref) | 1.00x slower |
+
+Benchmark hidden because not significant (1): pidigits
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| regex_effbot | 5.13 ms | 4.45 ms: 1.15x faster |
+| Geometric mean | (ref) | 1.03x faster |
+
+Benchmark hidden because not significant (3): regex_compile, regex_dna, regex_v8
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| pickle_dict | 52.7 us | 45.6 us: 1.15x faster |
+| xml_etree_parse | 241 ms | 212 ms: 1.14x faster |
+| unpickle | 21.2 us | 19.0 us: 1.12x faster |
+| json_loads | 37.9 us | 34.8 us: 1.09x faster |
+| xml_etree_generate | 127 ms | 118 ms: 1.08x faster |
+| tomli_loads | 2.88 sec | 2.70 sec: 1.07x faster |
+| xml_etree_iterparse | 169 ms | 160 ms: 1.06x faster |
+| unpickle_pure_python | 300 us | 284 us: 1.06x faster |
+| unpickle_list | 6.83 us | 7.05 us: 1.03x slower |
+| json_dumps | 14.3 ms | 15.3 ms: 1.07x slower |
+| pickle | 16.4 us | 17.5 us: 1.07x slower |
+| Geometric mean | (ref) | 1.04x faster |
+
+Benchmark hidden because not significant (3): pickle_pure_python, xml_etree_process, pickle_list
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|------------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| python_startup_no_site | 17.6 ms | 13.4 ms: 1.31x faster |
+| python_startup | 23.7 ms | 19.7 ms: 1.20x faster |
+| Geometric mean | (ref) | 1.26x faster |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| mako | 15.7 ms | 17.0 ms: 1.08x slower |
+| Geometric mean | (ref) | 1.02x slower |
+
+Benchmark hidden because not significant (3): genshi_xml, django_template, genshi_text
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|------------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| deepcopy | 468 us | 347 us: 1.35x faster |
+| python_startup_no_site | 17.6 ms | 13.4 ms: 1.31x faster |
+| pylint | 465 ms | 358 ms: 1.30x faster |
+| deepcopy_memo | 52.4 us | 41.5 us: 1.26x faster |
+| python_startup | 23.7 ms | 19.7 ms: 1.20x faster |
+| bench_thread_pool | 3.48 ms | 2.91 ms: 1.20x faster |
+| comprehensions | 27.1 us | 22.9 us: 1.19x faster |
+| pycparser | 1.79 sec | 1.53 sec: 1.17x faster |
+| pickle_dict | 52.7 us | 45.6 us: 1.15x faster |
+| regex_effbot | 5.13 ms | 4.45 ms: 1.15x faster |
+| xml_etree_parse | 241 ms | 212 ms: 1.14x faster |
+| unpickle | 21.2 us | 19.0 us: 1.12x faster |
+| raytrace | 408 ms | 364 ms: 1.12x faster |
+| crypto_pyaes | 107 ms | 96.2 ms: 1.12x faster |
+| bpe_tokeniser | 6.59 sec | 5.92 sec: 1.11x faster |
+| mdp | 3.97 sec | 3.57 sec: 1.11x faster |
+| gc_traversal | 5.86 ms | 5.28 ms: 1.11x faster |
+| deepcopy_reduce | 4.04 us | 3.63 us: 1.11x faster |
+| pathlib | 31.6 ms | 28.6 ms: 1.10x faster |
+| sympy_sum | 222 ms | 202 ms: 1.10x faster |
+| go | 172 ms | 157 ms: 1.10x faster |
+| sympy_integrate | 29.8 ms | 27.3 ms: 1.09x faster |
+| json_loads | 37.9 us | 34.8 us: 1.09x faster |
+| float | 123 ms | 113 ms: 1.09x faster |
+| pyflate | 727 ms | 671 ms: 1.08x faster |
+| xml_etree_generate | 127 ms | 118 ms: 1.08x faster |
+| sqlglot_normalize | 157 ms | 145 ms: 1.08x faster |
+| docutils | 4.00 sec | 3.72 sec: 1.07x faster |
+| scimark_monte_carlo | 96.4 ms | 89.8 ms: 1.07x faster |
+| nqueens | 117 ms | 109 ms: 1.07x faster |
+| tomli_loads | 2.88 sec | 2.70 sec: 1.07x faster |
+| logging_simple | 9.45 us | 8.86 us: 1.07x faster |
+| xml_etree_iterparse | 169 ms | 160 ms: 1.06x faster |
+| 2to3 | 456 ms | 430 ms: 1.06x faster |
+| fannkuch | 540 ms | 512 ms: 1.06x faster |
+| unpickle_pure_python | 300 us | 284 us: 1.06x faster |
+| pprint_pformat | 1.98 sec | 1.88 sec: 1.05x faster |
+| sympy_str | 385 ms | 365 ms: 1.05x faster |
+| sqlite_synth | 3.87 us | 3.69 us: 1.05x faster |
+| meteor_contest | 146 ms | 139 ms: 1.05x faster |
+| sqlglot_transpile | 2.34 ms | 2.24 ms: 1.05x faster |
+| scimark_fft | 500 ms | 479 ms: 1.04x faster |
+| generators | 41.1 ms | 39.7 ms: 1.04x faster |
+| asyncio_tcp_ssl | 2.81 sec | 2.73 sec: 1.03x faster |
+| asyncio_websockets | 748 ms | 726 ms: 1.03x faster |
+| async_generators | 589 ms | 574 ms: 1.03x faster |
+| unpickle_list | 6.83 us | 7.05 us: 1.03x slower |
+| scimark_sor | 167 ms | 173 ms: 1.04x slower |
+| deltablue | 4.27 ms | 4.52 ms: 1.06x slower |
+| logging_silent | 139 ns | 148 ns: 1.06x slower |
+| json_dumps | 14.3 ms | 15.3 ms: 1.07x slower |
+| pickle | 16.4 us | 17.5 us: 1.07x slower |
+| coroutines | 29.5 ms | 31.6 ms: 1.07x slower |
+| mako | 15.7 ms | 17.0 ms: 1.08x slower |
+| richards | 60.3 ms | 65.5 ms: 1.08x slower |
+| nbody | 119 ms | 130 ms: 1.09x slower |
+| telco | 9.59 ms | 10.6 ms: 1.11x slower |
+| coverage | 95.4 ms | 111 ms: 1.16x slower |
+| create_gc_cycles | 1.94 ms | 2.32 ms: 1.19x slower |
+| bench_mp_pool | 20.7 ms | 69.4 ms: 3.35x slower |
+| Geometric mean | (ref) | 1.03x faster |
+
+Benchmark hidden because not significant (28): logging_format, genshi_xml, regex_compile, richards_super, asyncio_tcp, dulwich_log, scimark_sparse_mat_mult, pprint_safe_repr, pickle_pure_python, unpack_sequence, thrift, xml_etree_process, sqlglot_parse, spectral_norm, pidigits, sqlglot_optimize, django_template, pickle_list, typing_runtime_protocols, sympy_expand, html5lib, json, scimark_lu, genshi_text, chaos, regex_dna, hexiom, regex_v8
+Ignored benchmarks (17) of results/bm-20240906-3.12.6-a4a2d2b/bm-20240906-linux-x86_64-python-v3.12.6-3.12.6-a4a2d2b.json: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative, tornado_http
+
+# HPT report
+
+- Reliability score: 99.91% likely to be faster
+- 90% likely to have a speedup of 1.01x
+- 95% likely to have a speedup of 1.01x
+- 99% likely to have a speedup of 1.00x
+
+# Memory
+- memory change: 1.02x
\ No newline at end of file
diff --git a/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.svg b/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.svg
new file mode 100644
index 00000000..4435bf0e
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.svg
@@ -0,0 +1,3268 @@
+
+
+
diff --git a/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.md b/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.md
new file mode 100644
index 00000000..66125230
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.md
@@ -0,0 +1,158 @@
+# Results vs. 3.13.0rc2
+
+- fork: python
+- ref: 32428cf9ea03bce6d64c
+- machine: linux-x86_64
+- commit hash: 32428cf
+- commit date: 2024-11-20
+- overall geometric mean: 1.01x faster
+- HPT reliability: 97.08%
+- HPT 99th percentile: 1.00x faster
+- Memory change: 1.01x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| docutils | 4.01 sec | 3.72 sec: 1.08x faster |
+| Geometric mean | (ref) | 1.04x faster |
+
+Benchmark hidden because not significant (2): 2to3, html5lib
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|--------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| asyncio_websockets | 766 ms | 726 ms: 1.06x faster |
+| asyncio_tcp | 948 ms | 899 ms: 1.06x faster |
+| Geometric mean | (ref) | 1.02x faster |
+
+Benchmark hidden because not significant (3): asyncio_tcp_ssl, async_generators, coroutines
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| nbody | 119 ms | 130 ms: 1.10x slower |
+| Geometric mean | (ref) | 1.02x slower |
+
+Benchmark hidden because not significant (2): float, pidigits
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| regex_effbot | 4.74 ms | 4.45 ms: 1.06x faster |
+| regex_v8 | 32.8 ms | 34.0 ms: 1.04x slower |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmark hidden because not significant (2): regex_compile, regex_dna
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|---------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| xml_etree_iterparse | 177 ms | 160 ms: 1.11x faster |
+| xml_etree_parse | 231 ms | 212 ms: 1.09x faster |
+| unpickle | 20.5 us | 19.0 us: 1.08x faster |
+| xml_etree_generate | 122 ms | 118 ms: 1.04x faster |
+| tomli_loads | 2.78 sec | 2.70 sec: 1.03x faster |
+| unpickle_list | 6.68 us | 7.05 us: 1.06x slower |
+| json_dumps | 14.1 ms | 15.3 ms: 1.08x slower |
+| pickle | 15.1 us | 17.5 us: 1.15x slower |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmark hidden because not significant (6): xml_etree_process, pickle_dict, unpickle_pure_python, json_loads, pickle_pure_python, pickle_list
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|------------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| python_startup_no_site | 15.3 ms | 13.4 ms: 1.14x faster |
+| python_startup | 22.4 ms | 19.7 ms: 1.14x faster |
+| Geometric mean | (ref) | 1.14x faster |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| genshi_xml | 72.1 ms | 64.8 ms: 1.11x faster |
+| mako | 15.9 ms | 17.0 ms: 1.07x slower |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmark hidden because not significant (2): genshi_text, django_template
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|------------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| deepcopy | 498 us | 347 us: 1.43x faster |
+| pylint | 470 ms | 358 ms: 1.31x faster |
+| unpack_sequence | 74.3 ns | 59.4 ns: 1.25x faster |
+| go | 191 ms | 157 ms: 1.22x faster |
+| deepcopy_memo | 50.1 us | 41.5 us: 1.21x faster |
+| telco | 12.2 ms | 10.6 ms: 1.14x faster |
+| python_startup_no_site | 15.3 ms | 13.4 ms: 1.14x faster |
+| python_startup | 22.4 ms | 19.7 ms: 1.14x faster |
+| deepcopy_reduce | 4.10 us | 3.63 us: 1.13x faster |
+| genshi_xml | 72.1 ms | 64.8 ms: 1.11x faster |
+| xml_etree_iterparse | 177 ms | 160 ms: 1.11x faster |
+| sympy_integrate | 30.2 ms | 27.3 ms: 1.11x faster |
+| xml_etree_parse | 231 ms | 212 ms: 1.09x faster |
+| unpickle | 20.5 us | 19.0 us: 1.08x faster |
+| sqlite_synth | 3.99 us | 3.69 us: 1.08x faster |
+| gc_traversal | 5.70 ms | 5.28 ms: 1.08x faster |
+| docutils | 4.01 sec | 3.72 sec: 1.08x faster |
+| meteor_contest | 150 ms | 139 ms: 1.08x faster |
+| fannkuch | 547 ms | 512 ms: 1.07x faster |
+| regex_effbot | 4.74 ms | 4.45 ms: 1.06x faster |
+| mdp | 3.80 sec | 3.57 sec: 1.06x faster |
+| bpe_tokeniser | 6.28 sec | 5.92 sec: 1.06x faster |
+| asyncio_websockets | 766 ms | 726 ms: 1.06x faster |
+| asyncio_tcp | 948 ms | 899 ms: 1.06x faster |
+| thrift | 1.10 ms | 1.05 ms: 1.05x faster |
+| pprint_safe_repr | 987 ms | 946 ms: 1.04x faster |
+| sympy_sum | 210 ms | 202 ms: 1.04x faster |
+| crypto_pyaes | 100 ms | 96.2 ms: 1.04x faster |
+| xml_etree_generate | 122 ms | 118 ms: 1.04x faster |
+| richards_super | 73.2 ms | 70.4 ms: 1.04x faster |
+| pprint_pformat | 1.94 sec | 1.88 sec: 1.04x faster |
+| scimark_sor | 179 ms | 173 ms: 1.04x faster |
+| tomli_loads | 2.78 sec | 2.70 sec: 1.03x faster |
+| pycparser | 1.57 sec | 1.53 sec: 1.03x faster |
+| coverage | 107 ms | 111 ms: 1.03x slower |
+| regex_v8 | 32.8 ms | 34.0 ms: 1.04x slower |
+| sqlglot_normalize | 140 ms | 145 ms: 1.04x slower |
+| hexiom | 8.11 ms | 8.54 ms: 1.05x slower |
+| unpickle_list | 6.68 us | 7.05 us: 1.06x slower |
+| raytrace | 344 ms | 364 ms: 1.06x slower |
+| mako | 15.9 ms | 17.0 ms: 1.07x slower |
+| scimark_lu | 146 ms | 156 ms: 1.07x slower |
+| json | 6.51 ms | 7.01 ms: 1.08x slower |
+| json_dumps | 14.1 ms | 15.3 ms: 1.08x slower |
+| nbody | 119 ms | 130 ms: 1.10x slower |
+| logging_silent | 130 ns | 148 ns: 1.14x slower |
+| pickle | 15.1 us | 17.5 us: 1.15x slower |
+| bench_mp_pool | 18.7 ms | 69.4 ms: 3.71x slower |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmark hidden because not significant (40): pathlib, create_gc_cycles, sympy_str, xml_etree_process, 2to3, pickle_dict, scimark_sparse_mat_mult, nqueens, float, unpickle_pure_python, html5lib, genshi_text, asyncio_tcp_ssl, regex_compile, sympy_expand, spectral_norm, scimark_monte_carlo, generators, logging_format, pidigits, richards, bench_thread_pool, pyflate, async_generators, scimark_fft, typing_runtime_protocols, json_loads, sqlglot_parse, regex_dna, sqlglot_transpile, deltablue, django_template, sqlglot_optimize, coroutines, pickle_pure_python, comprehensions, pickle_list, logging_simple, dulwich_log, chaos
+Ignored benchmarks (14) of results/bm-20240906-3.13.0rc2-ec61006/bm-20240906-linux-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006.json: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, tornado_http
+
+# HPT report
+
+- Reliability score: 97.08% likely to be faster
+- 90% likely to have a speedup of 1.00x
+- 95% likely to have a speedup of 1.00x
+- 99% likely to have a speedup of 1.00x
+
+# Memory
+- memory change: 1.01x
\ No newline at end of file
diff --git a/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.svg b/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.svg
new file mode 100644
index 00000000..d7408d5c
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-linux-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.svg
@@ -0,0 +1,3348 @@
+
+
+
diff --git a/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.md b/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.md
new file mode 100644
index 00000000..06a7fb1f
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.md
@@ -0,0 +1,199 @@
+# Results vs. 3.12.6
+
+- fork: python
+- ref: 32428cf9ea03bce6d64c
+- machine: linux-x86_64
+- commit hash: 32428cf
+- commit date: 2024-11-20
+- overall geometric mean: 1.00x slower
+- HPT reliability: 97.47%
+- HPT 99th percentile: 1.00x faster
+- Memory change: 1.02x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| 2to3 | 264 ms | 256 ms: 1.03x faster |
+| docutils | 2.64 sec | 2.63 sec: 1.01x faster |
+| html5lib | 63.6 ms | 66.9 ms: 1.05x slower |
+| Geometric mean | (ref) | 1.00x slower |
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|--------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| coroutines | 23.9 ms | 22.6 ms: 1.06x faster |
+| asyncio_tcp | 519 ms | 506 ms: 1.02x faster |
+| async_generators | 384 ms | 378 ms: 1.02x faster |
+| asyncio_websockets | 517 ms | 521 ms: 1.01x slower |
+| asyncio_tcp_ssl | 1.51 sec | 1.53 sec: 1.01x slower |
+| Geometric mean | (ref) | 1.02x faster |
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| float | 80.8 ms | 78.8 ms: 1.02x faster |
+| nbody | 89.3 ms | 95.9 ms: 1.07x slower |
+| pidigits | 184 ms | 217 ms: 1.18x slower |
+| Geometric mean | (ref) | 1.07x slower |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| regex_effbot | 3.17 ms | 2.86 ms: 1.11x faster |
+| regex_compile | 142 ms | 135 ms: 1.06x faster |
+| regex_dna | 168 ms | 177 ms: 1.05x slower |
+| regex_v8 | 20.6 ms | 23.6 ms: 1.15x slower |
+| Geometric mean | (ref) | 1.01x slower |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| json_loads | 26.5 us | 25.0 us: 1.06x faster |
+| unpickle | 14.1 us | 13.5 us: 1.04x faster |
+| unpickle_pure_python | 221 us | 217 us: 1.02x faster |
+| xml_etree_parse | 139 ms | 137 ms: 1.01x faster |
+| xml_etree_iterparse | 96.7 ms | 96.1 ms: 1.01x faster |
+| xml_etree_generate | 85.2 ms | 86.2 ms: 1.01x slower |
+| pickle_dict | 31.8 us | 32.3 us: 1.02x slower |
+| tomli_loads | 2.11 sec | 2.15 sec: 1.02x slower |
+| xml_etree_process | 59.0 ms | 60.2 ms: 1.02x slower |
+| unpickle_list | 4.67 us | 4.81 us: 1.03x slower |
+| pickle_pure_python | 308 us | 320 us: 1.04x slower |
+| json_dumps | 10.4 ms | 11.3 ms: 1.09x slower |
+| pickle_list | 4.77 us | 5.29 us: 1.11x slower |
+| pickle | 10.9 us | 12.3 us: 1.12x slower |
+| Geometric mean | (ref) | 1.02x slower |
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|------------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| python_startup_no_site | 7.16 ms | 7.41 ms: 1.03x slower |
+| python_startup | 9.93 ms | 11.1 ms: 1.11x slower |
+| Geometric mean | (ref) | 1.07x slower |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|-----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| genshi_text | 22.8 ms | 21.9 ms: 1.04x faster |
+| django_template | 34.7 ms | 35.7 ms: 1.03x slower |
+| mako | 11.0 ms | 12.0 ms: 1.09x slower |
+| Geometric mean | (ref) | 1.02x slower |
+
+Benchmark hidden because not significant (1): genshi_xml
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|--------------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| deepcopy_memo | 40.3 us | 30.3 us: 1.33x faster |
+| deepcopy | 352 us | 266 us: 1.32x faster |
+| pylint | 319 ms | 272 ms: 1.17x faster |
+| deepcopy_reduce | 3.08 us | 2.65 us: 1.16x faster |
+| pathlib | 21.5 ms | 18.6 ms: 1.16x faster |
+| comprehensions | 19.8 us | 17.3 us: 1.14x faster |
+| go | 139 ms | 122 ms: 1.14x faster |
+| raytrace | 299 ms | 264 ms: 1.13x faster |
+| crypto_pyaes | 76.6 ms | 67.9 ms: 1.13x faster |
+| unpack_sequence | 52.1 ns | 47.0 ns: 1.11x faster |
+| regex_effbot | 3.17 ms | 2.86 ms: 1.11x faster |
+| generators | 32.2 ms | 29.2 ms: 1.10x faster |
+| bpe_tokeniser | 4.74 sec | 4.34 sec: 1.09x faster |
+| json | 5.02 ms | 4.61 ms: 1.09x faster |
+| sympy_sum | 166 ms | 153 ms: 1.08x faster |
+| chaos | 62.8 ms | 59.0 ms: 1.07x faster |
+| coroutines | 23.9 ms | 22.6 ms: 1.06x faster |
+| sympy_str | 292 ms | 275 ms: 1.06x faster |
+| json_loads | 26.5 us | 25.0 us: 1.06x faster |
+| deltablue | 3.45 ms | 3.25 ms: 1.06x faster |
+| regex_compile | 142 ms | 135 ms: 1.06x faster |
+| thrift | 791 us | 752 us: 1.05x faster |
+| logging_simple | 6.63 us | 6.30 us: 1.05x faster |
+| logging_format | 7.35 us | 6.99 us: 1.05x faster |
+| sqlglot_transpile | 1.67 ms | 1.59 ms: 1.05x faster |
+| scimark_monte_carlo | 68.4 ms | 65.4 ms: 1.05x faster |
+| genshi_text | 22.8 ms | 21.9 ms: 1.04x faster |
+| unpickle | 14.1 us | 13.5 us: 1.04x faster |
+| sqlglot_parse | 1.36 ms | 1.30 ms: 1.04x faster |
+| dulwich_log | 78.9 ms | 75.9 ms: 1.04x faster |
+| pprint_safe_repr | 743 ms | 716 ms: 1.04x faster |
+| hexiom | 6.17 ms | 5.96 ms: 1.03x faster |
+| meteor_contest | 104 ms | 100 ms: 1.03x faster |
+| 2to3 | 264 ms | 256 ms: 1.03x faster |
+| pycparser | 1.17 sec | 1.14 sec: 1.03x faster |
+| sympy_integrate | 20.5 ms | 20.0 ms: 1.03x faster |
+| pprint_pformat | 1.52 sec | 1.48 sec: 1.03x faster |
+| asyncio_tcp | 519 ms | 506 ms: 1.02x faster |
+| float | 80.8 ms | 78.8 ms: 1.02x faster |
+| mdp | 2.42 sec | 2.36 sec: 1.02x faster |
+| typing_runtime_protocols | 163 us | 160 us: 1.02x faster |
+| unpickle_pure_python | 221 us | 217 us: 1.02x faster |
+| sympy_expand | 468 ms | 460 ms: 1.02x faster |
+| async_generators | 384 ms | 378 ms: 1.02x faster |
+| scimark_fft | 342 ms | 337 ms: 1.01x faster |
+| xml_etree_parse | 139 ms | 137 ms: 1.01x faster |
+| scimark_lu | 114 ms | 113 ms: 1.01x faster |
+| nqueens | 80.1 ms | 79.2 ms: 1.01x faster |
+| xml_etree_iterparse | 96.7 ms | 96.1 ms: 1.01x faster |
+| docutils | 2.64 sec | 2.63 sec: 1.01x faster |
+| fannkuch | 372 ms | 371 ms: 1.00x faster |
+| asyncio_websockets | 517 ms | 521 ms: 1.01x slower |
+| sqlglot_normalize | 107 ms | 108 ms: 1.01x slower |
+| sqlglot_optimize | 53.3 ms | 53.9 ms: 1.01x slower |
+| asyncio_tcp_ssl | 1.51 sec | 1.53 sec: 1.01x slower |
+| xml_etree_generate | 85.2 ms | 86.2 ms: 1.01x slower |
+| pickle_dict | 31.8 us | 32.3 us: 1.02x slower |
+| tomli_loads | 2.11 sec | 2.15 sec: 1.02x slower |
+| sqlite_synth | 2.20 us | 2.24 us: 1.02x slower |
+| scimark_sparse_mat_mult | 4.39 ms | 4.48 ms: 1.02x slower |
+| xml_etree_process | 59.0 ms | 60.2 ms: 1.02x slower |
+| spectral_norm | 110 ms | 113 ms: 1.03x slower |
+| unpickle_list | 4.67 us | 4.81 us: 1.03x slower |
+| django_template | 34.7 ms | 35.7 ms: 1.03x slower |
+| python_startup_no_site | 7.16 ms | 7.41 ms: 1.03x slower |
+| pickle_pure_python | 308 us | 320 us: 1.04x slower |
+| scimark_sor | 130 ms | 136 ms: 1.05x slower |
+| gc_traversal | 3.46 ms | 3.63 ms: 1.05x slower |
+| html5lib | 63.6 ms | 66.9 ms: 1.05x slower |
+| regex_dna | 168 ms | 177 ms: 1.05x slower |
+| nbody | 89.3 ms | 95.9 ms: 1.07x slower |
+| bench_thread_pool | 941 us | 1.02 ms: 1.08x slower |
+| mako | 11.0 ms | 12.0 ms: 1.09x slower |
+| json_dumps | 10.4 ms | 11.3 ms: 1.09x slower |
+| telco | 6.53 ms | 7.22 ms: 1.11x slower |
+| pickle_list | 4.77 us | 5.29 us: 1.11x slower |
+| python_startup | 9.93 ms | 11.1 ms: 1.11x slower |
+| pickle | 10.9 us | 12.3 us: 1.12x slower |
+| coverage | 71.4 ms | 80.2 ms: 1.12x slower |
+| regex_v8 | 20.6 ms | 23.6 ms: 1.15x slower |
+| pidigits | 184 ms | 217 ms: 1.18x slower |
+| create_gc_cycles | 1.09 ms | 1.34 ms: 1.23x slower |
+| bench_mp_pool | 10.8 ms | 63.6 ms: 5.89x slower |
+| Geometric mean | (ref) | 1.00x slower |
+
+Benchmark hidden because not significant (5): richards, pyflate, richards_super, genshi_xml, logging_silent
+Ignored benchmarks (17) of results/bm-20240906-3.12.6-a4a2d2b/bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b.json: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative, tornado_http
+
+# HPT report
+
+- Reliability score: 97.47% likely to be faster
+- 90% likely to have a speedup of 1.00x
+- 95% likely to have a speedup of 1.00x
+- 99% likely to have a speedup of 1.00x
+
+# Memory
+- memory change: 1.02x
\ No newline at end of file
diff --git a/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.svg b/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.svg
new file mode 100644
index 00000000..ec6c031b
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.12.6.svg
@@ -0,0 +1,3081 @@
+
+
+
diff --git a/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.md b/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.md
new file mode 100644
index 00000000..a465af54
--- /dev/null
+++ b/results/bm-20241120-3.14.0a2+-32428cf/bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf-vs-3.13.0rc2.md
@@ -0,0 +1,193 @@
+# Results vs. 3.13.0rc2
+
+- fork: python
+- ref: 32428cf9ea03bce6d64c
+- machine: linux-x86_64
+- commit hash: 32428cf
+- commit date: 2024-11-20
+- overall geometric mean: 1.02x slower
+- HPT reliability: 99.66%
+- HPT 99th percentile: 1.00x slower
+- Memory change: 1.01x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| 2to3 | 260 ms | 256 ms: 1.02x faster |
+| docutils | 2.62 sec | 2.63 sec: 1.00x slower |
+| Geometric mean | (ref) | 1.00x faster |
+
+Benchmark hidden because not significant (1): html5lib
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|-----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| coroutines | 23.6 ms | 22.6 ms: 1.04x faster |
+| asyncio_tcp_ssl | 1.51 sec | 1.53 sec: 1.01x slower |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmark hidden because not significant (3): asyncio_websockets, asyncio_tcp, async_generators
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| pidigits | 217 ms | 217 ms: 1.00x slower |
+| float | 77.5 ms | 78.8 ms: 1.02x slower |
+| nbody | 85.1 ms | 95.9 ms: 1.13x slower |
+| Geometric mean | (ref) | 1.05x slower |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| regex_effbot | 3.08 ms | 2.86 ms: 1.08x faster |
+| regex_dna | 180 ms | 177 ms: 1.02x faster |
+| regex_compile | 132 ms | 135 ms: 1.02x slower |
+| regex_v8 | 22.7 ms | 23.6 ms: 1.04x slower |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|----------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| json_loads | 27.0 us | 25.0 us: 1.08x faster |
+| unpickle | 14.3 us | 13.5 us: 1.06x faster |
+| pickle_dict | 32.5 us | 32.3 us: 1.01x faster |
+| xml_etree_generate | 85.4 ms | 86.2 ms: 1.01x slower |
+| xml_etree_iterparse | 94.9 ms | 96.1 ms: 1.01x slower |
+| xml_etree_process | 59.3 ms | 60.2 ms: 1.01x slower |
+| unpickle_list | 4.71 us | 4.81 us: 1.02x slower |
+| unpickle_pure_python | 210 us | 217 us: 1.03x slower |
+| tomli_loads | 2.01 sec | 2.15 sec: 1.07x slower |
+| pickle_list | 4.93 us | 5.29 us: 1.07x slower |
+| json_dumps | 10.5 ms | 11.3 ms: 1.08x slower |
+| pickle | 11.3 us | 12.3 us: 1.08x slower |
+| pickle_pure_python | 294 us | 320 us: 1.09x slower |
+| Geometric mean | (ref) | 1.02x slower |
+
+Benchmark hidden because not significant (1): xml_etree_parse
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|------------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| python_startup_no_site | 7.39 ms | 7.41 ms: 1.00x slower |
+| python_startup | 11.0 ms | 11.1 ms: 1.01x slower |
+| Geometric mean | (ref) | 1.00x slower |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|-----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| genshi_text | 21.5 ms | 21.9 ms: 1.02x slower |
+| genshi_xml | 48.8 ms | 50.3 ms: 1.03x slower |
+| django_template | 34.1 ms | 35.7 ms: 1.05x slower |
+| mako | 11.3 ms | 12.0 ms: 1.06x slower |
+| Geometric mean | (ref) | 1.04x slower |
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241120-vultr-x86_64-python-32428cf9ea03bce6d64c-3.14.0a2+-32428cf |
+|--------------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| deepcopy | 355 us | 266 us: 1.34x faster |
+| deepcopy_memo | 39.1 us | 30.3 us: 1.29x faster |
+| deepcopy_reduce | 3.11 us | 2.65 us: 1.17x faster |
+| pylint | 317 ms | 272 ms: 1.17x faster |
+| go | 141 ms | 122 ms: 1.16x faster |
+| telco | 7.82 ms | 7.22 ms: 1.08x faster |
+| json_loads | 27.0 us | 25.0 us: 1.08x faster |
+| regex_effbot | 3.08 ms | 2.86 ms: 1.08x faster |
+| json | 4.93 ms | 4.61 ms: 1.07x faster |
+| unpickle | 14.3 us | 13.5 us: 1.06x faster |
+| scimark_sparse_mat_mult | 4.71 ms | 4.48 ms: 1.05x faster |
+| coroutines | 23.6 ms | 22.6 ms: 1.04x faster |
+| scimark_fft | 349 ms | 337 ms: 1.04x faster |
+| coverage | 83.0 ms | 80.2 ms: 1.03x faster |
+| thrift | 778 us | 752 us: 1.03x faster |
+| pathlib | 19.2 ms | 18.6 ms: 1.03x faster |
+| pprint_safe_repr | 738 ms | 716 ms: 1.03x faster |
+| bpe_tokeniser | 4.45 sec | 4.34 sec: 1.02x faster |
+| regex_dna | 180 ms | 177 ms: 1.02x faster |
+| 2to3 | 260 ms | 256 ms: 1.02x faster |
+| sympy_sum | 156 ms | 153 ms: 1.01x faster |
+| meteor_contest | 102 ms | 100 ms: 1.01x faster |
+| pprint_pformat | 1.50 sec | 1.48 sec: 1.01x faster |
+| pickle_dict | 32.5 us | 32.3 us: 1.01x faster |
+| hexiom | 5.99 ms | 5.96 ms: 1.00x faster |
+| pidigits | 217 ms | 217 ms: 1.00x slower |
+| python_startup_no_site | 7.39 ms | 7.41 ms: 1.00x slower |
+| mdp | 2.36 sec | 2.36 sec: 1.00x slower |
+| docutils | 2.62 sec | 2.63 sec: 1.00x slower |
+| fannkuch | 370 ms | 371 ms: 1.00x slower |
+| sympy_expand | 457 ms | 460 ms: 1.01x slower |
+| richards_super | 51.6 ms | 52.0 ms: 1.01x slower |
+| python_startup | 11.0 ms | 11.1 ms: 1.01x slower |
+| nqueens | 78.6 ms | 79.2 ms: 1.01x slower |
+| sympy_integrate | 19.8 ms | 20.0 ms: 1.01x slower |
+| xml_etree_generate | 85.4 ms | 86.2 ms: 1.01x slower |
+| asyncio_tcp_ssl | 1.51 sec | 1.53 sec: 1.01x slower |
+| scimark_sor | 134 ms | 136 ms: 1.01x slower |
+| xml_etree_iterparse | 94.9 ms | 96.1 ms: 1.01x slower |
+| xml_etree_process | 59.3 ms | 60.2 ms: 1.01x slower |
+| dulwich_log | 74.8 ms | 75.9 ms: 1.01x slower |
+| generators | 28.8 ms | 29.2 ms: 1.01x slower |
+| richards | 45.2 ms | 45.9 ms: 1.02x slower |
+| sqlite_synth | 2.21 us | 2.24 us: 1.02x slower |
+| genshi_text | 21.5 ms | 21.9 ms: 1.02x slower |
+| pycparser | 1.12 sec | 1.14 sec: 1.02x slower |
+| regex_compile | 132 ms | 135 ms: 1.02x slower |
+| sqlglot_normalize | 106 ms | 108 ms: 1.02x slower |
+| float | 77.5 ms | 78.8 ms: 1.02x slower |
+| spectral_norm | 111 ms | 113 ms: 1.02x slower |
+| unpickle_list | 4.71 us | 4.81 us: 1.02x slower |
+| logging_format | 6.84 us | 6.99 us: 1.02x slower |
+| sqlglot_optimize | 52.7 ms | 53.9 ms: 1.02x slower |
+| sqlglot_transpile | 1.56 ms | 1.59 ms: 1.02x slower |
+| logging_simple | 6.16 us | 6.30 us: 1.02x slower |
+| chaos | 57.3 ms | 59.0 ms: 1.03x slower |
+| genshi_xml | 48.8 ms | 50.3 ms: 1.03x slower |
+| unpickle_pure_python | 210 us | 217 us: 1.03x slower |
+| typing_runtime_protocols | 155 us | 160 us: 1.04x slower |
+| regex_v8 | 22.7 ms | 23.6 ms: 1.04x slower |
+| deltablue | 3.12 ms | 3.25 ms: 1.04x slower |
+| sqlglot_parse | 1.25 ms | 1.30 ms: 1.04x slower |
+| raytrace | 253 ms | 264 ms: 1.05x slower |
+| django_template | 34.1 ms | 35.7 ms: 1.05x slower |
+| unpack_sequence | 44.8 ns | 47.0 ns: 1.05x slower |
+| comprehensions | 16.5 us | 17.3 us: 1.05x slower |
+| mako | 11.3 ms | 12.0 ms: 1.06x slower |
+| logging_silent | 103 ns | 109 ns: 1.07x slower |
+| tomli_loads | 2.01 sec | 2.15 sec: 1.07x slower |
+| pickle_list | 4.93 us | 5.29 us: 1.07x slower |
+| json_dumps | 10.5 ms | 11.3 ms: 1.08x slower |
+| pickle | 11.3 us | 12.3 us: 1.08x slower |
+| pickle_pure_python | 294 us | 320 us: 1.09x slower |
+| bench_thread_pool | 919 us | 1.02 ms: 1.11x slower |
+| nbody | 85.1 ms | 95.9 ms: 1.13x slower |
+| gc_traversal | 3.14 ms | 3.63 ms: 1.16x slower |
+| bench_mp_pool | 11.0 ms | 63.6 ms: 5.79x slower |
+| Geometric mean | (ref) | 1.02x slower |
+
+Benchmark hidden because not significant (11): html5lib, pyflate, crypto_pyaes, asyncio_websockets, sympy_str, scimark_monte_carlo, asyncio_tcp, create_gc_cycles, scimark_lu, async_generators, xml_etree_parse
+Ignored benchmarks (14) of results/bm-20240906-3.13.0rc2-ec61006/bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006.json: aiohttp, async_tree_cpu_io_mixed, async_tree_cpu_io_mixed_tg, async_tree_io, async_tree_io_tg, async_tree_memoization, async_tree_memoization_tg, async_tree_none, async_tree_none_tg, chameleon, dask, flaskblogging, gunicorn, tornado_http
+
+# HPT report
+
+- Reliability score: 99.66% likely to be slow
+- 90% likely to have a slowdown of 1.00x
+- 95% likely to have a slowdown of 1.00x
+- 99% likely to have a slowdown of 1.00x
+
+# Memory
+- memory change: 1.01x
\ No newline at end of file
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+
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