diff --git a/README.md b/README.md
index 15a2f821..49cd6f49 100644
--- a/README.md
+++ b/README.md
@@ -32,7 +32,7 @@ Here are some recent and important revisions. π [Complete list of results](RE
| [2024-12-18](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL) | python/b92f101d0f19a1df3205 | b92f101 (NOGIL) | 1.214x β
[π](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.12.6.md)[π](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.12.6.svg) | 1.240x β
[π](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.13.0rc2.md)[π](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.13.0rc2.svg) | 1.269x β
[π](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-base.md)[π](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-base.svg)[π§ ](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-base-mem.svg) |
| [2024-12-18](results/bm-20241218-3.14.0a3%2B-b92f101) | python/b92f101d0f19a1df3205 | b92f101 | 1.085x β
[π](results/bm-20241218-3.14.0a3%2B-b92f101/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.12.6.md)[π](results/bm-20241218-3.14.0a3%2B-b92f101/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.12.6.svg) | 1.046x β
[π](results/bm-20241218-3.14.0a3%2B-b92f101/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.13.0rc2.md)[π](results/bm-20241218-3.14.0a3%2B-b92f101/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.13.0rc2.svg) | |
| [2024-12-17](results/bm-20241217-3.14.0a2%2B-699f4e9) | nascheme/gh_115999_specialize | 699f4e9 | 1.079x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.12.6.svg) | 1.040x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.13.0rc2.svg) | 1.005x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base.svg)[π§ ](results/bm-20241217-3.14.0a2%2B-699f4e9/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base-mem.svg) |
-| [2024-12-17](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL) | nascheme/gh_115999_specialize | 699f4e9 (NOGIL) | 1.206x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.12.6.svg) | 1.231x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.13.0rc2.svg) | 1.012x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base.svg)[π§ ](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base-mem.svg) |
+| [2024-12-17](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL) | nascheme/gh_115999_specialize | 699f4e9 (NOGIL) | 1.201x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.12.6.svg) | 1.227x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.13.0rc2.svg) | 1.017x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base.svg)[π§ ](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base-mem.svg) |
| [2024-12-17](results/bm-20241217-3.14.0a2%2B-3aa9426) | corona10/gh_115999_BINARY_SUB | 3aa9426 | 1.061x β
[π](results/bm-20241217-3.14.0a2%2B-3aa9426/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a2%2B-3aa9426/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.12.6.svg) | 1.022x β
[π](results/bm-20241217-3.14.0a2%2B-3aa9426/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a2%2B-3aa9426/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.13.0rc2.svg) | 1.004x β
[π](results/bm-20241217-3.14.0a2%2B-3aa9426/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-base.md)[π](results/bm-20241217-3.14.0a2%2B-3aa9426/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-base.svg)[π§ ](results/bm-20241217-3.14.0a2%2B-3aa9426/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-base-mem.svg) |
| [2024-12-17](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL) | corona10/gh_115999_BINARY_SUB | 3aa9426 (NOGIL) | 1.226x β
[π](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.12.6.svg) | 1.250x β
[π](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.13.0rc2.svg) | 1.006x β
[π](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-base.md)[π](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-base.svg)[π§ ](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-base-mem.svg) |
| [2024-12-17](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL) | corona10/gh_115999_BINARY_SUB | 7b72e7b (NOGIL) | 1.224x β
[π](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-7b72e7b-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-7b72e7b-vs-3.12.6.svg) | 1.249x β
[π](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-7b72e7b-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-7b72e7b-vs-3.13.0rc2.svg) | 1.008x β
[π](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-7b72e7b-vs-base.md)[π](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-7b72e7b-vs-base.svg)[π§ ](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-7b72e7b-vs-base-mem.svg) |
diff --git a/RESULTS.md b/RESULTS.md
index b14e2092..d9ae237b 100644
--- a/RESULTS.md
+++ b/RESULTS.md
@@ -204,7 +204,7 @@
| [2024-12-18](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL) | python/b92f101d0f19a1df3205 | b92f101 (NOGIL) | 1.214x β
[π](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.12.6.md)[π](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.12.6.svg) | 1.240x β
[π](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.13.0rc2.md)[π](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.13.0rc2.svg) | 1.269x β
[π](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-base.md)[π](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-base.svg)[π§ ](results/bm-20241218-3.14.0a3%2B-b92f101-NOGIL/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-base-mem.svg) |
| [2024-12-18](results/bm-20241218-3.14.0a3%2B-b92f101) | python/b92f101d0f19a1df3205 | b92f101 | 1.085x β
[π](results/bm-20241218-3.14.0a3%2B-b92f101/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.12.6.md)[π](results/bm-20241218-3.14.0a3%2B-b92f101/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.12.6.svg) | 1.046x β
[π](results/bm-20241218-3.14.0a3%2B-b92f101/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.13.0rc2.md)[π](results/bm-20241218-3.14.0a3%2B-b92f101/bm-20241218-vultr-x86_64-python-b92f101d0f19a1df3205-3.14.0a3%2B-b92f101-vs-3.13.0rc2.svg) | |
| [2024-12-17](results/bm-20241217-3.14.0a2%2B-699f4e9) | nascheme/gh_115999_specialize | 699f4e9 | 1.079x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.12.6.svg) | 1.040x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.13.0rc2.svg) | 1.005x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base.svg)[π§ ](results/bm-20241217-3.14.0a2%2B-699f4e9/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base-mem.svg) |
-| [2024-12-17](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL) | nascheme/gh_115999_specialize | 699f4e9 (NOGIL) | 1.206x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.12.6.svg) | 1.231x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.13.0rc2.svg) | 1.012x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base.svg)[π§ ](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base-mem.svg) |
+| [2024-12-17](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL) | nascheme/gh_115999_specialize | 699f4e9 (NOGIL) | 1.201x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.12.6.svg) | 1.227x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.13.0rc2.svg) | 1.017x β
[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base.md)[π](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base.svg)[π§ ](results/bm-20241217-3.14.0a2%2B-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base-mem.svg) |
| [2024-12-17](results/bm-20241217-3.14.0a2%2B-3aa9426) | corona10/gh_115999_BINARY_SUB | 3aa9426 | 1.061x β
[π](results/bm-20241217-3.14.0a2%2B-3aa9426/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a2%2B-3aa9426/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.12.6.svg) | 1.022x β
[π](results/bm-20241217-3.14.0a2%2B-3aa9426/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a2%2B-3aa9426/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.13.0rc2.svg) | 1.004x β
[π](results/bm-20241217-3.14.0a2%2B-3aa9426/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-base.md)[π](results/bm-20241217-3.14.0a2%2B-3aa9426/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-base.svg)[π§ ](results/bm-20241217-3.14.0a2%2B-3aa9426/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-base-mem.svg) |
| [2024-12-17](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL) | corona10/gh_115999_BINARY_SUB | 3aa9426 (NOGIL) | 1.226x β
[π](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.12.6.svg) | 1.250x β
[π](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-3.13.0rc2.svg) | 1.006x β
[π](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-base.md)[π](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-base.svg)[π§ ](results/bm-20241217-3.14.0a2%2B-3aa9426-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-3aa9426-vs-base-mem.svg) |
| [2024-12-17](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL) | corona10/gh_115999_BINARY_SUB | 7b72e7b (NOGIL) | 1.224x β
[π](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-7b72e7b-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-7b72e7b-vs-3.12.6.svg) | 1.249x β
[π](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-7b72e7b-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-7b72e7b-vs-3.13.0rc2.svg) | 1.008x β
[π](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-7b72e7b-vs-base.md)[π](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-7b72e7b-vs-base.svg)[π§ ](results/bm-20241217-3.14.0a2%2B-7b72e7b-NOGIL/bm-20241217-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-7b72e7b-vs-base-mem.svg) |
diff --git a/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/README.md b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/README.md
new file mode 100644
index 00000000..a85c92b8
--- /dev/null
+++ b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/README.md
@@ -0,0 +1,51 @@
+# Results
+
+- fork: nascheme/gh_115999_specialize
+- version: 3.14.0a2+
+- config: NOGIL
+- commit hash: [699f4e9](https://github.com/nascheme/cpython/commit/699f4e9)
+- commit date: 2024-12-17T13:59:12-08:00
+- commit merge base: [2de048ce79e621f5ae0574095b9600fe8595f607](https://github.com/python/cpython/commit/2de048ce79e621f5ae0574095b9600fe8595f607)
+- ref: gh_115999_specialize
+
+## linux x86_64 (vultr)
+
+- [GitHub Action run](https://github.com/facebookexperimental/free-threading-benchmarking/actions/runs/12387418231)
+- 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-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9.json)
+
+### vs. 3.12.6
+
+- Geometric mean: 1.201x slower (HPT: reliability of 100.00%, 1.16x slower at 99th %ile)
+- Memory usage: 1.33x
+- missing benchmarks: aiohttp, asyncio_tcp, asyncio_tcp_ssl, chameleon, dask, flaskblogging, gunicorn, mypy2, pickle, pickle_dict, pickle_list, tornado_http, unpack_sequence, unpickle, unpickle_list
+- new benchmarks: connected_components, k_core, many_optionals, shortest_path, sphinx, subparsers
+- [πtable](bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.12.6.md)
+- [πtime plot](bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.12.6.svg)
+
+### vs. 3.13.0rc2
+
+- Geometric mean: 1.227x slower (HPT: reliability of 100.00%, 1.17x slower at 99th %ile)
+- Memory usage: 1.32x
+- missing benchmarks: aiohttp, asyncio_tcp, asyncio_tcp_ssl, chameleon, dask, flaskblogging, gunicorn, pickle, pickle_dict, pickle_list, tornado_http, unpack_sequence, unpickle, unpickle_list
+- new benchmarks: connected_components, k_core, many_optionals, shortest_path, sphinx, sqlalchemy_declarative, sqlalchemy_imperative, subparsers
+- [πtable](bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.13.0rc2.md)
+- [πtime plot](bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-3.13.0rc2.svg)
+
+### vs. base
+
+- Geometric mean: 1.017x faster (HPT: reliability of 99.94%, 1.00x faster at 99th %ile)
+- Memory usage: 1.00x
+- [π§ memory plot](bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base-mem.svg)
+- [πtable](bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base.md)
+- [πtime plot](bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-base.svg)
+
+### vs. default_base_vs_NOGIL
+
+- Geometric mean: 1.258x slower (HPT: reliability of 100.00%, 1.25x slower at 99th %ile)
+- Memory usage: 1.19x
+- new benchmarks: html5lib
+- [πtable](bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-default_base_vs_NOGIL.md)
+- [πtime plot](bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2%2B-699f4e9-vs-default_base_vs_NOGIL.svg)
+
diff --git a/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-3.12.6.md b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-3.12.6.md
new file mode 100644
index 00000000..5583fcab
--- /dev/null
+++ b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-3.12.6.md
@@ -0,0 +1,207 @@
+# Results vs. 3.12.6
+
+- fork: nascheme
+- ref: gh_115999_specialize
+- machine: linux-x86_64
+- commit hash: 699f4e9
+- commit date: 2024-12-17
+- overall geometric mean: 1.201x slower
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.16x slower
+- Memory change: 1.33x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------|:------------------------------------------------------:|:------------------------------------------------------------------------:|
+| 2to3 | 264 ms | 367 ms: 1.39x slower |
+| docutils | 2.64 sec | 3.07 sec: 1.16x slower |
+| html5lib | 63.6 ms | 95.7 ms: 1.51x slower |
+| Geometric mean | (ref) | 1.35x slower |
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------------------|:------------------------------------------------------:|:------------------------------------------------------------------------:|
+| async_tree_io_tg | 1.11 sec | 752 ms: 1.48x faster |
+| async_tree_io | 1.08 sec | 777 ms: 1.39x faster |
+| async_tree_none_tg | 446 ms | 327 ms: 1.36x faster |
+| async_tree_memoization_tg | 560 ms | 415 ms: 1.35x faster |
+| async_tree_none | 464 ms | 363 ms: 1.28x faster |
+| async_tree_memoization | 555 ms | 442 ms: 1.26x faster |
+| async_tree_cpu_io_mixed_tg | 723 ms | 583 ms: 1.24x faster |
+| async_tree_cpu_io_mixed | 715 ms | 608 ms: 1.18x faster |
+| asyncio_websockets | 517 ms | 520 ms: 1.01x slower |
+| coroutines | 23.9 ms | 25.1 ms: 1.05x slower |
+| async_generators | 384 ms | 446 ms: 1.16x slower |
+| Geometric mean | (ref) | 1.20x faster |
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------|:------------------------------------------------------:|:------------------------------------------------------------------------:|
+| pidigits | 184 ms | 181 ms: 1.02x faster |
+| float | 80.8 ms | 111 ms: 1.38x slower |
+| nbody | 89.3 ms | 131 ms: 1.46x slower |
+| Geometric mean | (ref) | 1.26x slower |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------|:------------------------------------------------------:|:------------------------------------------------------------------------:|
+| regex_effbot | 3.17 ms | 2.79 ms: 1.14x faster |
+| regex_dna | 168 ms | 188 ms: 1.12x slower |
+| regex_v8 | 20.6 ms | 24.8 ms: 1.20x slower |
+| regex_compile | 142 ms | 172 ms: 1.21x slower |
+| Geometric mean | (ref) | 1.09x slower |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------------|:------------------------------------------------------:|:------------------------------------------------------------------------:|
+| xml_etree_iterparse | 96.7 ms | 89.9 ms: 1.08x faster |
+| xml_etree_parse | 139 ms | 131 ms: 1.06x faster |
+| json_loads | 26.5 us | 28.5 us: 1.07x slower |
+| xml_etree_generate | 85.2 ms | 98.3 ms: 1.15x slower |
+| tomli_loads | 2.11 sec | 2.59 sec: 1.23x slower |
+| xml_etree_process | 59.0 ms | 74.3 ms: 1.26x slower |
+| json_dumps | 10.4 ms | 14.2 ms: 1.38x slower |
+| unpickle_pure_python | 221 us | 346 us: 1.57x slower |
+| pickle_pure_python | 308 us | 533 us: 1.73x slower |
+| Geometric mean | (ref) | 1.23x slower |
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|------------------------|:------------------------------------------------------:|:------------------------------------------------------------------------:|
+| python_startup_no_site | 7.16 ms | 10.2 ms: 1.42x slower |
+| python_startup | 9.93 ms | 17.1 ms: 1.72x slower |
+| Geometric mean | (ref) | 1.57x slower |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|-----------------|:------------------------------------------------------:|:------------------------------------------------------------------------:|
+| genshi_xml | 50.2 ms | 63.5 ms: 1.27x slower |
+| genshi_text | 22.8 ms | 30.6 ms: 1.34x slower |
+| django_template | 34.7 ms | 51.2 ms: 1.48x slower |
+| mako | 11.0 ms | 17.2 ms: 1.56x slower |
+| Geometric mean | (ref) | 1.41x slower |
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------------------|:------------------------------------------------------:|:------------------------------------------------------------------------:|
+| async_tree_io_tg | 1.11 sec | 752 ms: 1.48x faster |
+| async_tree_io | 1.08 sec | 777 ms: 1.39x faster |
+| async_tree_none_tg | 446 ms | 327 ms: 1.36x faster |
+| async_tree_memoization_tg | 560 ms | 415 ms: 1.35x faster |
+| async_tree_none | 464 ms | 363 ms: 1.28x faster |
+| async_tree_memoization | 555 ms | 442 ms: 1.26x faster |
+| async_tree_cpu_io_mixed_tg | 723 ms | 583 ms: 1.24x faster |
+| async_tree_cpu_io_mixed | 715 ms | 608 ms: 1.18x faster |
+| regex_effbot | 3.17 ms | 2.79 ms: 1.14x faster |
+| pathlib | 21.5 ms | 19.6 ms: 1.10x faster |
+| gc_traversal | 3.46 ms | 3.16 ms: 1.10x faster |
+| deepcopy | 352 us | 327 us: 1.08x faster |
+| xml_etree_iterparse | 96.7 ms | 89.9 ms: 1.08x faster |
+| xml_etree_parse | 139 ms | 131 ms: 1.06x faster |
+| sqlite_synth | 2.20 us | 2.14 us: 1.03x faster |
+| spectral_norm | 110 ms | 107 ms: 1.03x faster |
+| pidigits | 184 ms | 181 ms: 1.02x faster |
+| asyncio_websockets | 517 ms | 520 ms: 1.01x slower |
+| coroutines | 23.9 ms | 25.1 ms: 1.05x slower |
+| bpe_tokeniser | 4.74 sec | 4.99 sec: 1.05x slower |
+| json_loads | 26.5 us | 28.5 us: 1.07x slower |
+| scimark_fft | 342 ms | 371 ms: 1.09x slower |
+| regex_dna | 168 ms | 188 ms: 1.12x slower |
+| deepcopy_reduce | 3.08 us | 3.46 us: 1.12x slower |
+| pylint | 319 ms | 367 ms: 1.15x slower |
+| xml_etree_generate | 85.2 ms | 98.3 ms: 1.15x slower |
+| dulwich_log | 78.9 ms | 91.2 ms: 1.16x slower |
+| async_generators | 384 ms | 446 ms: 1.16x slower |
+| docutils | 2.64 sec | 3.07 sec: 1.16x slower |
+| scimark_sparse_mat_mult | 4.39 ms | 5.20 ms: 1.18x slower |
+| mdp | 2.42 sec | 2.88 sec: 1.19x slower |
+| regex_v8 | 20.6 ms | 24.8 ms: 1.20x slower |
+| regex_compile | 142 ms | 172 ms: 1.21x slower |
+| crypto_pyaes | 76.6 ms | 92.7 ms: 1.21x slower |
+| pycparser | 1.17 sec | 1.43 sec: 1.22x slower |
+| nqueens | 80.1 ms | 97.8 ms: 1.22x slower |
+| generators | 32.2 ms | 39.5 ms: 1.23x slower |
+| tomli_loads | 2.11 sec | 2.59 sec: 1.23x slower |
+| typing_runtime_protocols | 163 us | 202 us: 1.24x slower |
+| sqlglot_optimize | 53.3 ms | 66.3 ms: 1.24x slower |
+| sqlglot_normalize | 107 ms | 133 ms: 1.25x slower |
+| meteor_contest | 104 ms | 130 ms: 1.25x slower |
+| xml_etree_process | 59.0 ms | 74.3 ms: 1.26x slower |
+| thrift | 791 us | 998 us: 1.26x slower |
+| genshi_xml | 50.2 ms | 63.5 ms: 1.27x slower |
+| sqlalchemy_imperative | 21.8 ms | 28.2 ms: 1.29x slower |
+| telco | 6.53 ms | 8.58 ms: 1.31x slower |
+| fannkuch | 372 ms | 493 ms: 1.32x slower |
+| pprint_safe_repr | 743 ms | 984 ms: 1.32x slower |
+| genshi_text | 22.8 ms | 30.6 ms: 1.34x slower |
+| pprint_pformat | 1.52 sec | 2.04 sec: 1.34x slower |
+| json_dumps | 10.4 ms | 14.2 ms: 1.38x slower |
+| float | 80.8 ms | 111 ms: 1.38x slower |
+| sqlalchemy_declarative | 143 ms | 198 ms: 1.38x slower |
+| 2to3 | 264 ms | 367 ms: 1.39x slower |
+| logging_simple | 6.63 us | 9.35 us: 1.41x slower |
+| python_startup_no_site | 7.16 ms | 10.2 ms: 1.42x slower |
+| logging_format | 7.35 us | 10.5 us: 1.43x slower |
+| comprehensions | 19.8 us | 28.5 us: 1.44x slower |
+| sympy_integrate | 20.5 ms | 29.5 ms: 1.44x slower |
+| nbody | 89.3 ms | 131 ms: 1.46x slower |
+| coverage | 71.4 ms | 105 ms: 1.46x slower |
+| django_template | 34.7 ms | 51.2 ms: 1.48x slower |
+| pyflate | 448 ms | 672 ms: 1.50x slower |
+| html5lib | 63.6 ms | 95.7 ms: 1.51x slower |
+| mako | 11.0 ms | 17.2 ms: 1.56x slower |
+| unpickle_pure_python | 221 us | 346 us: 1.57x slower |
+| richards_super | 51.9 ms | 81.6 ms: 1.57x slower |
+| chaos | 62.8 ms | 99.0 ms: 1.58x slower |
+| richards | 45.9 ms | 73.6 ms: 1.60x slower |
+| sqlglot_transpile | 1.67 ms | 2.71 ms: 1.62x slower |
+| sympy_str | 292 ms | 473 ms: 1.62x slower |
+| scimark_monte_carlo | 68.4 ms | 111 ms: 1.63x slower |
+| create_gc_cycles | 1.09 ms | 1.78 ms: 1.63x slower |
+| scimark_lu | 114 ms | 187 ms: 1.64x slower |
+| hexiom | 6.17 ms | 10.2 ms: 1.66x slower |
+| python_startup | 9.93 ms | 17.1 ms: 1.72x slower |
+| pickle_pure_python | 308 us | 533 us: 1.73x slower |
+| sqlglot_parse | 1.36 ms | 2.35 ms: 1.74x slower |
+| raytrace | 299 ms | 523 ms: 1.75x slower |
+| logging_silent | 109 ns | 200 ns: 1.83x slower |
+| go | 139 ms | 261 ms: 1.88x slower |
+| scimark_sor | 130 ms | 245 ms: 1.89x slower |
+| sympy_expand | 468 ms | 953 ms: 2.04x slower |
+| sympy_sum | 166 ms | 348 ms: 2.10x slower |
+| deltablue | 3.45 ms | 8.05 ms: 2.34x slower |
+| bench_thread_pool | 941 us | 3.39 ms: 3.60x slower |
+| bench_mp_pool | 10.8 ms | 107 ms: 9.93x slower |
+| Geometric mean | (ref) | 1.30x slower |
+
+Benchmark hidden because not significant (2): deepcopy_memo, json
+Ignored benchmarks (15) of results/bm-20240906-3.12.6-a4a2d2b/bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b.json: aiohttp, asyncio_tcp, asyncio_tcp_ssl, chameleon, dask, flaskblogging, gunicorn, mypy2, pickle, pickle_dict, pickle_list, tornado_http, unpack_sequence, unpickle, unpickle_list
+Ignored benchmarks (6) of results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9.json: connected_components, k_core, many_optionals, shortest_path, sphinx, subparsers
+
+- Geometric mean (including insignificant results): 1.201x slower
+
+# HPT report
+
+- Reliability score: 100.00% likely to be slow
+- 90% likely to have a slowdown of 1.19x
+- 95% likely to have a slowdown of 1.18x
+- 99% likely to have a slowdown of 1.16x
+
+# Memory
+- memory change: 1.33x
\ No newline at end of file
diff --git a/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-3.12.6.svg b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-3.12.6.svg
new file mode 100644
index 00000000..ea9da0c8
--- /dev/null
+++ b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-3.12.6.svg
@@ -0,0 +1,3074 @@
+
+
+
diff --git a/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-3.13.0rc2.md b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-3.13.0rc2.md
new file mode 100644
index 00000000..321b9c1e
--- /dev/null
+++ b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-3.13.0rc2.md
@@ -0,0 +1,204 @@
+# Results vs. 3.13.0rc2
+
+- fork: nascheme
+- ref: gh_115999_specialize
+- machine: linux-x86_64
+- commit hash: 699f4e9
+- commit date: 2024-12-17
+- overall geometric mean: 1.227x slower
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.17x slower
+- Memory change: 1.32x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------|:------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| 2to3 | 260 ms | 367 ms: 1.42x slower |
+| docutils | 2.62 sec | 3.07 sec: 1.17x slower |
+| html5lib | 67.0 ms | 95.7 ms: 1.43x slower |
+| Geometric mean | (ref) | 1.33x slower |
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------------------|:------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| async_tree_io_tg | 913 ms | 752 ms: 1.22x faster |
+| async_tree_io | 876 ms | 777 ms: 1.13x faster |
+| async_tree_cpu_io_mixed | 666 ms | 608 ms: 1.10x faster |
+| async_tree_cpu_io_mixed_tg | 638 ms | 583 ms: 1.09x faster |
+| async_tree_memoization | 461 ms | 442 ms: 1.04x faster |
+| async_tree_none_tg | 336 ms | 327 ms: 1.03x faster |
+| async_tree_none | 354 ms | 363 ms: 1.03x slower |
+| coroutines | 23.6 ms | 25.1 ms: 1.06x slower |
+| async_generators | 377 ms | 446 ms: 1.18x slower |
+| Geometric mean | (ref) | 1.03x faster |
+
+Benchmark hidden because not significant (2): asyncio_websockets, async_tree_memoization_tg
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------|:------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| pidigits | 217 ms | 181 ms: 1.20x faster |
+| float | 77.5 ms | 111 ms: 1.44x slower |
+| nbody | 85.1 ms | 131 ms: 1.54x slower |
+| Geometric mean | (ref) | 1.23x slower |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------|:------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| regex_effbot | 3.08 ms | 2.79 ms: 1.11x faster |
+| regex_dna | 180 ms | 188 ms: 1.04x slower |
+| regex_v8 | 22.7 ms | 24.8 ms: 1.09x slower |
+| regex_compile | 132 ms | 172 ms: 1.30x slower |
+| Geometric mean | (ref) | 1.08x slower |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------------|:------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| xml_etree_iterparse | 94.9 ms | 89.9 ms: 1.06x faster |
+| xml_etree_parse | 136 ms | 131 ms: 1.04x faster |
+| json_loads | 27.0 us | 28.5 us: 1.05x slower |
+| xml_etree_generate | 85.4 ms | 98.3 ms: 1.15x slower |
+| xml_etree_process | 59.3 ms | 74.3 ms: 1.25x slower |
+| tomli_loads | 2.01 sec | 2.59 sec: 1.29x slower |
+| json_dumps | 10.5 ms | 14.2 ms: 1.35x slower |
+| unpickle_pure_python | 210 us | 346 us: 1.65x slower |
+| pickle_pure_python | 294 us | 533 us: 1.81x slower |
+| Geometric mean | (ref) | 1.25x slower |
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|------------------------|:------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| python_startup_no_site | 7.39 ms | 10.2 ms: 1.38x slower |
+| python_startup | 11.0 ms | 17.1 ms: 1.56x slower |
+| Geometric mean | (ref) | 1.47x slower |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|-----------------|:------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| genshi_xml | 48.8 ms | 63.5 ms: 1.30x slower |
+| genshi_text | 21.5 ms | 30.6 ms: 1.42x slower |
+| django_template | 34.1 ms | 51.2 ms: 1.50x slower |
+| mako | 11.3 ms | 17.2 ms: 1.51x slower |
+| Geometric mean | (ref) | 1.43x slower |
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------------------|:------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| async_tree_io_tg | 913 ms | 752 ms: 1.22x faster |
+| pidigits | 217 ms | 181 ms: 1.20x faster |
+| async_tree_io | 876 ms | 777 ms: 1.13x faster |
+| regex_effbot | 3.08 ms | 2.79 ms: 1.11x faster |
+| async_tree_cpu_io_mixed | 666 ms | 608 ms: 1.10x faster |
+| async_tree_cpu_io_mixed_tg | 638 ms | 583 ms: 1.09x faster |
+| deepcopy | 355 us | 327 us: 1.09x faster |
+| xml_etree_iterparse | 94.9 ms | 89.9 ms: 1.06x faster |
+| async_tree_memoization | 461 ms | 442 ms: 1.04x faster |
+| xml_etree_parse | 136 ms | 131 ms: 1.04x faster |
+| spectral_norm | 111 ms | 107 ms: 1.03x faster |
+| sqlite_synth | 2.21 us | 2.14 us: 1.03x faster |
+| async_tree_none_tg | 336 ms | 327 ms: 1.03x faster |
+| pathlib | 19.2 ms | 19.6 ms: 1.02x slower |
+| json | 4.93 ms | 5.05 ms: 1.03x slower |
+| async_tree_none | 354 ms | 363 ms: 1.03x slower |
+| deepcopy_memo | 39.1 us | 40.2 us: 1.03x slower |
+| regex_dna | 180 ms | 188 ms: 1.04x slower |
+| json_loads | 27.0 us | 28.5 us: 1.05x slower |
+| scimark_fft | 349 ms | 371 ms: 1.06x slower |
+| coroutines | 23.6 ms | 25.1 ms: 1.06x slower |
+| regex_v8 | 22.7 ms | 24.8 ms: 1.09x slower |
+| telco | 7.82 ms | 8.58 ms: 1.10x slower |
+| scimark_sparse_mat_mult | 4.71 ms | 5.20 ms: 1.11x slower |
+| deepcopy_reduce | 3.11 us | 3.46 us: 1.11x slower |
+| bpe_tokeniser | 4.45 sec | 4.99 sec: 1.12x slower |
+| xml_etree_generate | 85.4 ms | 98.3 ms: 1.15x slower |
+| pylint | 317 ms | 367 ms: 1.16x slower |
+| docutils | 2.62 sec | 3.07 sec: 1.17x slower |
+| async_generators | 377 ms | 446 ms: 1.18x slower |
+| dulwich_log | 74.8 ms | 91.2 ms: 1.22x slower |
+| mdp | 2.36 sec | 2.88 sec: 1.22x slower |
+| nqueens | 78.6 ms | 97.8 ms: 1.24x slower |
+| xml_etree_process | 59.3 ms | 74.3 ms: 1.25x slower |
+| sqlglot_optimize | 52.7 ms | 66.3 ms: 1.26x slower |
+| coverage | 83.0 ms | 105 ms: 1.26x slower |
+| sqlglot_normalize | 106 ms | 133 ms: 1.26x slower |
+| pycparser | 1.12 sec | 1.43 sec: 1.28x slower |
+| meteor_contest | 102 ms | 130 ms: 1.28x slower |
+| thrift | 778 us | 998 us: 1.28x slower |
+| tomli_loads | 2.01 sec | 2.59 sec: 1.29x slower |
+| regex_compile | 132 ms | 172 ms: 1.30x slower |
+| genshi_xml | 48.8 ms | 63.5 ms: 1.30x slower |
+| typing_runtime_protocols | 155 us | 202 us: 1.30x slower |
+| fannkuch | 370 ms | 493 ms: 1.33x slower |
+| create_gc_cycles | 1.34 ms | 1.78 ms: 1.33x slower |
+| pprint_safe_repr | 738 ms | 984 ms: 1.33x slower |
+| json_dumps | 10.5 ms | 14.2 ms: 1.35x slower |
+| crypto_pyaes | 67.9 ms | 92.7 ms: 1.37x slower |
+| pprint_pformat | 1.50 sec | 2.04 sec: 1.37x slower |
+| generators | 28.8 ms | 39.5 ms: 1.37x slower |
+| python_startup_no_site | 7.39 ms | 10.2 ms: 1.38x slower |
+| 2to3 | 260 ms | 367 ms: 1.42x slower |
+| genshi_text | 21.5 ms | 30.6 ms: 1.42x slower |
+| html5lib | 67.0 ms | 95.7 ms: 1.43x slower |
+| float | 77.5 ms | 111 ms: 1.44x slower |
+| sympy_integrate | 19.8 ms | 29.5 ms: 1.49x slower |
+| pyflate | 449 ms | 672 ms: 1.50x slower |
+| django_template | 34.1 ms | 51.2 ms: 1.50x slower |
+| mako | 11.3 ms | 17.2 ms: 1.51x slower |
+| logging_simple | 6.16 us | 9.35 us: 1.52x slower |
+| logging_format | 6.84 us | 10.5 us: 1.53x slower |
+| nbody | 85.1 ms | 131 ms: 1.54x slower |
+| python_startup | 11.0 ms | 17.1 ms: 1.56x slower |
+| richards_super | 51.6 ms | 81.6 ms: 1.58x slower |
+| richards | 45.2 ms | 73.6 ms: 1.63x slower |
+| unpickle_pure_python | 210 us | 346 us: 1.65x slower |
+| scimark_lu | 113 ms | 187 ms: 1.66x slower |
+| hexiom | 5.99 ms | 10.2 ms: 1.70x slower |
+| scimark_monte_carlo | 65.4 ms | 111 ms: 1.70x slower |
+| sympy_str | 275 ms | 473 ms: 1.72x slower |
+| chaos | 57.3 ms | 99.0 ms: 1.73x slower |
+| comprehensions | 16.5 us | 28.5 us: 1.73x slower |
+| sqlglot_transpile | 1.56 ms | 2.71 ms: 1.74x slower |
+| pickle_pure_python | 294 us | 533 us: 1.81x slower |
+| scimark_sor | 134 ms | 245 ms: 1.82x slower |
+| go | 141 ms | 261 ms: 1.86x slower |
+| sqlglot_parse | 1.25 ms | 2.35 ms: 1.88x slower |
+| logging_silent | 103 ns | 200 ns: 1.95x slower |
+| raytrace | 253 ms | 523 ms: 2.07x slower |
+| sympy_expand | 457 ms | 953 ms: 2.09x slower |
+| sympy_sum | 156 ms | 348 ms: 2.24x slower |
+| deltablue | 3.12 ms | 8.05 ms: 2.58x slower |
+| bench_thread_pool | 919 us | 3.39 ms: 3.69x slower |
+| bench_mp_pool | 11.0 ms | 107 ms: 9.75x slower |
+| Geometric mean | (ref) | 1.34x slower |
+
+Benchmark hidden because not significant (3): asyncio_websockets, async_tree_memoization_tg, gc_traversal
+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, asyncio_tcp, asyncio_tcp_ssl, chameleon, dask, flaskblogging, gunicorn, pickle, pickle_dict, pickle_list, tornado_http, unpack_sequence, unpickle, unpickle_list
+Ignored benchmarks (8) of results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9.json: connected_components, k_core, many_optionals, shortest_path, sphinx, sqlalchemy_declarative, sqlalchemy_imperative, subparsers
+
+- Geometric mean (including insignificant results): 1.227x slower
+
+# HPT report
+
+- Reliability score: 100.00% likely to be slow
+- 90% likely to have a slowdown of 1.22x
+- 95% likely to have a slowdown of 1.21x
+- 99% likely to have a slowdown of 1.17x
+
+# Memory
+- memory change: 1.32x
\ No newline at end of file
diff --git a/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-3.13.0rc2.svg b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-3.13.0rc2.svg
new file mode 100644
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+++ b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-3.13.0rc2.svg
@@ -0,0 +1,2984 @@
+
+
+
diff --git a/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-base-mem.svg b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-base-mem.svg
new file mode 100644
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@@ -0,0 +1,3698 @@
+
+
+
diff --git a/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-base.md b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-base.md
new file mode 100644
index 00000000..86abacb8
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+++ b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-base.md
@@ -0,0 +1,193 @@
+# Results vs. base
+
+- fork: nascheme
+- ref: gh_115999_specialize
+- machine: linux-x86_64
+- commit hash: 699f4e9
+- commit date: 2024-12-17
+- overall geometric mean: 1.017x faster
+- HPT reliability: 99.94%
+- HPT 99th percentile: 1.00x faster
+- Memory change: 1.00x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| 2to3 | 365 ms | 367 ms: 1.01x slower |
+| html5lib | 98.4 ms | 95.7 ms: 1.03x faster |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmark hidden because not significant (2): docutils, sphinx
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| async_tree_none_tg | 347 ms | 327 ms: 1.06x faster |
+| async_tree_io_tg | 793 ms | 752 ms: 1.06x faster |
+| async_tree_memoization_tg | 434 ms | 415 ms: 1.05x faster |
+| async_tree_io | 813 ms | 777 ms: 1.05x faster |
+| async_tree_memoization | 462 ms | 442 ms: 1.04x faster |
+| async_tree_none | 376 ms | 363 ms: 1.04x faster |
+| async_tree_cpu_io_mixed_tg | 603 ms | 583 ms: 1.04x faster |
+| async_tree_cpu_io_mixed | 627 ms | 608 ms: 1.03x faster |
+| async_generators | 453 ms | 446 ms: 1.02x faster |
+| coroutines | 25.2 ms | 25.1 ms: 1.01x faster |
+| Geometric mean | (ref) | 1.03x faster |
+
+Benchmark hidden because not significant (1): asyncio_websockets
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| float | 136 ms | 111 ms: 1.22x faster |
+| pidigits | 181 ms | 181 ms: 1.00x faster |
+| nbody | 128 ms | 131 ms: 1.02x slower |
+| Geometric mean | (ref) | 1.06x faster |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| regex_compile | 177 ms | 172 ms: 1.03x faster |
+| regex_effbot | 2.82 ms | 2.79 ms: 1.01x faster |
+| regex_dna | 181 ms | 188 ms: 1.04x slower |
+| regex_v8 | 23.7 ms | 24.8 ms: 1.05x slower |
+| Geometric mean | (ref) | 1.01x slower |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| xml_etree_process | 79.0 ms | 74.3 ms: 1.06x faster |
+| xml_etree_iterparse | 90.7 ms | 89.9 ms: 1.01x faster |
+| xml_etree_parse | 130 ms | 131 ms: 1.01x slower |
+| json_dumps | 14.0 ms | 14.2 ms: 1.02x slower |
+| unpickle_pure_python | 335 us | 346 us: 1.03x slower |
+| pickle_pure_python | 503 us | 533 us: 1.06x slower |
+| Geometric mean | (ref) | 1.01x slower |
+
+Benchmark hidden because not significant (3): json_loads, xml_etree_generate, tomli_loads
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|------------------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| python_startup_no_site | 10.3 ms | 10.2 ms: 1.01x faster |
+| python_startup | 17.2 ms | 17.1 ms: 1.01x faster |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|-----------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| genshi_text | 30.5 ms | 30.6 ms: 1.01x slower |
+| django_template | 49.5 ms | 51.2 ms: 1.04x slower |
+| Geometric mean | (ref) | 1.01x slower |
+
+Benchmark hidden because not significant (2): mako, genshi_xml
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| float | 136 ms | 111 ms: 1.22x faster |
+| gc_traversal | 3.52 ms | 3.16 ms: 1.11x faster |
+| thrift | 1.11 ms | 998 us: 1.11x faster |
+| sqlglot_parse | 2.59 ms | 2.35 ms: 1.10x faster |
+| sqlglot_transpile | 2.95 ms | 2.71 ms: 1.09x faster |
+| scimark_sparse_mat_mult | 5.64 ms | 5.20 ms: 1.08x faster |
+| pycparser | 1.54 sec | 1.43 sec: 1.08x faster |
+| logging_simple | 10.00 us | 9.35 us: 1.07x faster |
+| xml_etree_process | 79.0 ms | 74.3 ms: 1.06x faster |
+| async_tree_none_tg | 347 ms | 327 ms: 1.06x faster |
+| raytrace | 555 ms | 523 ms: 1.06x faster |
+| scimark_monte_carlo | 118 ms | 111 ms: 1.06x faster |
+| logging_format | 11.1 us | 10.5 us: 1.06x faster |
+| async_tree_io_tg | 793 ms | 752 ms: 1.06x faster |
+| chaos | 104 ms | 99.0 ms: 1.05x faster |
+| richards_super | 86.0 ms | 81.6 ms: 1.05x faster |
+| richards | 77.4 ms | 73.6 ms: 1.05x faster |
+| async_tree_memoization_tg | 434 ms | 415 ms: 1.05x faster |
+| async_tree_io | 813 ms | 777 ms: 1.05x faster |
+| async_tree_memoization | 462 ms | 442 ms: 1.04x faster |
+| spectral_norm | 112 ms | 107 ms: 1.04x faster |
+| scimark_fft | 385 ms | 371 ms: 1.04x faster |
+| async_tree_none | 376 ms | 363 ms: 1.04x faster |
+| subparsers | 30.7 ms | 29.7 ms: 1.04x faster |
+| async_tree_cpu_io_mixed_tg | 603 ms | 583 ms: 1.04x faster |
+| sqlite_synth | 2.21 us | 2.14 us: 1.04x faster |
+| async_tree_cpu_io_mixed | 627 ms | 608 ms: 1.03x faster |
+| regex_compile | 177 ms | 172 ms: 1.03x faster |
+| dulwich_log | 93.9 ms | 91.2 ms: 1.03x faster |
+| html5lib | 98.4 ms | 95.7 ms: 1.03x faster |
+| sqlalchemy_imperative | 29.0 ms | 28.2 ms: 1.03x faster |
+| create_gc_cycles | 1.83 ms | 1.78 ms: 1.03x faster |
+| go | 268 ms | 261 ms: 1.03x faster |
+| sqlalchemy_declarative | 202 ms | 198 ms: 1.02x faster |
+| deltablue | 8.19 ms | 8.05 ms: 1.02x faster |
+| async_generators | 453 ms | 446 ms: 1.02x faster |
+| meteor_contest | 131 ms | 130 ms: 1.01x faster |
+| regex_effbot | 2.82 ms | 2.79 ms: 1.01x faster |
+| sympy_str | 478 ms | 473 ms: 1.01x faster |
+| xml_etree_iterparse | 90.7 ms | 89.9 ms: 1.01x faster |
+| python_startup_no_site | 10.3 ms | 10.2 ms: 1.01x faster |
+| many_optionals | 1.26 ms | 1.25 ms: 1.01x faster |
+| bench_mp_pool | 108 ms | 107 ms: 1.01x faster |
+| bpe_tokeniser | 5.02 sec | 4.99 sec: 1.01x faster |
+| python_startup | 17.2 ms | 17.1 ms: 1.01x faster |
+| fannkuch | 496 ms | 493 ms: 1.01x faster |
+| mdp | 2.90 sec | 2.88 sec: 1.01x faster |
+| sympy_expand | 958 ms | 953 ms: 1.01x faster |
+| coroutines | 25.2 ms | 25.1 ms: 1.01x faster |
+| deepcopy_memo | 40.4 us | 40.2 us: 1.00x faster |
+| sympy_sum | 349 ms | 348 ms: 1.00x faster |
+| pidigits | 181 ms | 181 ms: 1.00x faster |
+| pprint_safe_repr | 979 ms | 984 ms: 1.01x slower |
+| genshi_text | 30.5 ms | 30.6 ms: 1.01x slower |
+| sqlglot_normalize | 133 ms | 133 ms: 1.01x slower |
+| nqueens | 97.2 ms | 97.8 ms: 1.01x slower |
+| xml_etree_parse | 130 ms | 131 ms: 1.01x slower |
+| json | 5.02 ms | 5.05 ms: 1.01x slower |
+| 2to3 | 365 ms | 367 ms: 1.01x slower |
+| scimark_lu | 184 ms | 187 ms: 1.02x slower |
+| comprehensions | 28.0 us | 28.5 us: 1.02x slower |
+| json_dumps | 14.0 ms | 14.2 ms: 1.02x slower |
+| deepcopy | 320 us | 327 us: 1.02x slower |
+| crypto_pyaes | 90.6 ms | 92.7 ms: 1.02x slower |
+| generators | 38.6 ms | 39.5 ms: 1.02x slower |
+| nbody | 128 ms | 131 ms: 1.02x slower |
+| unpickle_pure_python | 335 us | 346 us: 1.03x slower |
+| django_template | 49.5 ms | 51.2 ms: 1.04x slower |
+| regex_dna | 181 ms | 188 ms: 1.04x slower |
+| hexiom | 9.83 ms | 10.2 ms: 1.04x slower |
+| coverage | 101 ms | 105 ms: 1.04x slower |
+| scimark_sor | 235 ms | 245 ms: 1.04x slower |
+| regex_v8 | 23.7 ms | 24.8 ms: 1.05x slower |
+| pickle_pure_python | 503 us | 533 us: 1.06x slower |
+| logging_silent | 182 ns | 200 ns: 1.10x slower |
+| Geometric mean | (ref) | 1.02x faster |
+
+Benchmark hidden because not significant (21): pylint, docutils, typing_runtime_protocols, asyncio_websockets, sphinx, telco, json_loads, mako, pathlib, deepcopy_reduce, bench_thread_pool, xml_etree_generate, pyflate, pprint_pformat, sympy_integrate, sqlglot_optimize, tomli_loads, k_core, connected_components, genshi_xml, shortest_path
+
+- Geometric mean (including insignificant results): 1.017x faster
+
+# HPT report
+
+- Reliability score: 99.94% 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: 1.00x
\ No newline at end of file
diff --git a/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-base.svg b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-base.svg
new file mode 100644
index 00000000..3ab0cfa0
--- /dev/null
+++ b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-base.svg
@@ -0,0 +1,3404 @@
+
+
+
diff --git a/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-default_base_vs_NOGIL.md b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-default_base_vs_NOGIL.md
new file mode 100644
index 00000000..7bb45275
--- /dev/null
+++ b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-default_base_vs_NOGIL.md
@@ -0,0 +1,211 @@
+# Results vs. default_base_vs_NOGIL
+
+- fork: nascheme
+- ref: gh_115999_specialize
+- machine: linux-x86_64
+- commit hash: 699f4e9
+- commit date: 2024-12-17
+- overall geometric mean: 1.258x slower
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.25x slower
+- Memory change: 1.19x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| 2to3 | 256 ms | 367 ms: 1.44x slower |
+| docutils | 2.55 sec | 3.07 sec: 1.20x slower |
+| sphinx | 992 ms | 1.17 sec: 1.18x slower |
+| Geometric mean | (ref) | 1.27x slower |
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| asyncio_websockets | 523 ms | 520 ms: 1.01x faster |
+| coroutines | 21.6 ms | 25.1 ms: 1.16x slower |
+| async_tree_cpu_io_mixed_tg | 484 ms | 583 ms: 1.20x slower |
+| async_tree_cpu_io_mixed | 499 ms | 608 ms: 1.22x slower |
+| async_tree_io_tg | 610 ms | 752 ms: 1.23x slower |
+| async_tree_io | 627 ms | 777 ms: 1.24x slower |
+| async_generators | 352 ms | 446 ms: 1.27x slower |
+| async_tree_none_tg | 256 ms | 327 ms: 1.28x slower |
+| async_tree_none | 277 ms | 363 ms: 1.31x slower |
+| async_tree_memoization | 332 ms | 442 ms: 1.33x slower |
+| async_tree_memoization_tg | 307 ms | 415 ms: 1.35x slower |
+| Geometric mean | (ref) | 1.23x slower |
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| pidigits | 185 ms | 181 ms: 1.02x faster |
+| nbody | 90.3 ms | 131 ms: 1.45x slower |
+| float | 76.4 ms | 111 ms: 1.46x slower |
+| Geometric mean | (ref) | 1.27x slower |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| regex_v8 | 24.4 ms | 24.8 ms: 1.02x slower |
+| regex_effbot | 2.69 ms | 2.79 ms: 1.04x slower |
+| regex_dna | 175 ms | 188 ms: 1.08x slower |
+| regex_compile | 127 ms | 172 ms: 1.35x slower |
+| Geometric mean | (ref) | 1.11x slower |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| xml_etree_iterparse | 90.6 ms | 89.9 ms: 1.01x faster |
+| xml_etree_parse | 129 ms | 131 ms: 1.02x slower |
+| json_loads | 26.1 us | 28.5 us: 1.09x slower |
+| xml_etree_generate | 84.5 ms | 98.3 ms: 1.16x slower |
+| json_dumps | 11.3 ms | 14.2 ms: 1.26x slower |
+| xml_etree_process | 58.8 ms | 74.3 ms: 1.26x slower |
+| tomli_loads | 1.97 sec | 2.59 sec: 1.32x slower |
+| unpickle_pure_python | 213 us | 346 us: 1.63x slower |
+| pickle_pure_python | 323 us | 533 us: 1.65x slower |
+| Geometric mean | (ref) | 1.25x slower |
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|------------------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| python_startup | 14.6 ms | 17.1 ms: 1.17x slower |
+| python_startup_no_site | 7.49 ms | 10.2 ms: 1.36x slower |
+| Geometric mean | (ref) | 1.26x slower |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|-----------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| genshi_xml | 49.7 ms | 63.5 ms: 1.28x slower |
+| genshi_text | 21.7 ms | 30.6 ms: 1.41x slower |
+| django_template | 35.4 ms | 51.2 ms: 1.45x slower |
+| mako | 11.6 ms | 17.2 ms: 1.48x slower |
+| Geometric mean | (ref) | 1.40x slower |
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20241213-vultr-x86_64-python-2de048ce79e621f5ae05-3.14.0a2+-2de048c | bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9 |
+|----------------------------|:----------------------------------------------------------------------:|:------------------------------------------------------------------------:|
+| gc_traversal | 4.27 ms | 3.16 ms: 1.35x faster |
+| sqlite_synth | 2.20 us | 2.14 us: 1.03x faster |
+| create_gc_cycles | 1.83 ms | 1.78 ms: 1.02x faster |
+| pidigits | 185 ms | 181 ms: 1.02x faster |
+| xml_etree_iterparse | 90.6 ms | 89.9 ms: 1.01x faster |
+| asyncio_websockets | 523 ms | 520 ms: 1.01x faster |
+| regex_v8 | 24.4 ms | 24.8 ms: 1.02x slower |
+| xml_etree_parse | 129 ms | 131 ms: 1.02x slower |
+| regex_effbot | 2.69 ms | 2.79 ms: 1.04x slower |
+| json | 4.76 ms | 5.05 ms: 1.06x slower |
+| regex_dna | 175 ms | 188 ms: 1.08x slower |
+| pathlib | 18.2 ms | 19.6 ms: 1.08x slower |
+| json_loads | 26.1 us | 28.5 us: 1.09x slower |
+| spectral_norm | 96.3 ms | 107 ms: 1.12x slower |
+| k_core | 2.05 sec | 2.36 sec: 1.15x slower |
+| coroutines | 21.6 ms | 25.1 ms: 1.16x slower |
+| xml_etree_generate | 84.5 ms | 98.3 ms: 1.16x slower |
+| python_startup | 14.6 ms | 17.1 ms: 1.17x slower |
+| bpe_tokeniser | 4.24 sec | 4.99 sec: 1.18x slower |
+| sphinx | 992 ms | 1.17 sec: 1.18x slower |
+| scimark_fft | 314 ms | 371 ms: 1.18x slower |
+| scimark_sparse_mat_mult | 4.38 ms | 5.20 ms: 1.19x slower |
+| dulwich_log | 76.6 ms | 91.2 ms: 1.19x slower |
+| telco | 7.18 ms | 8.58 ms: 1.19x slower |
+| async_tree_cpu_io_mixed_tg | 484 ms | 583 ms: 1.20x slower |
+| docutils | 2.55 sec | 3.07 sec: 1.20x slower |
+| bench_mp_pool | 88.9 ms | 107 ms: 1.21x slower |
+| async_tree_cpu_io_mixed | 499 ms | 608 ms: 1.22x slower |
+| nqueens | 80.3 ms | 97.8 ms: 1.22x slower |
+| many_optionals | 1.02 ms | 1.25 ms: 1.22x slower |
+| async_tree_io_tg | 610 ms | 752 ms: 1.23x slower |
+| mdp | 2.33 sec | 2.88 sec: 1.24x slower |
+| async_tree_io | 627 ms | 777 ms: 1.24x slower |
+| json_dumps | 11.3 ms | 14.2 ms: 1.26x slower |
+| xml_etree_process | 58.8 ms | 74.3 ms: 1.26x slower |
+| connected_components | 398 ms | 503 ms: 1.26x slower |
+| async_generators | 352 ms | 446 ms: 1.27x slower |
+| shortest_path | 438 ms | 556 ms: 1.27x slower |
+| pycparser | 1.12 sec | 1.43 sec: 1.27x slower |
+| sqlglot_optimize | 52.1 ms | 66.3 ms: 1.27x slower |
+| deepcopy | 256 us | 327 us: 1.28x slower |
+| genshi_xml | 49.7 ms | 63.5 ms: 1.28x slower |
+| async_tree_none_tg | 256 ms | 327 ms: 1.28x slower |
+| meteor_contest | 101 ms | 130 ms: 1.29x slower |
+| sqlglot_normalize | 103 ms | 133 ms: 1.30x slower |
+| typing_runtime_protocols | 155 us | 202 us: 1.30x slower |
+| pylint | 280 ms | 367 ms: 1.31x slower |
+| async_tree_none | 277 ms | 363 ms: 1.31x slower |
+| tomli_loads | 1.97 sec | 2.59 sec: 1.32x slower |
+| coverage | 79.2 ms | 105 ms: 1.32x slower |
+| fannkuch | 372 ms | 493 ms: 1.33x slower |
+| deepcopy_reduce | 2.60 us | 3.46 us: 1.33x slower |
+| async_tree_memoization | 332 ms | 442 ms: 1.33x slower |
+| subparsers | 22.2 ms | 29.7 ms: 1.33x slower |
+| deepcopy_memo | 30.1 us | 40.2 us: 1.33x slower |
+| async_tree_memoization_tg | 307 ms | 415 ms: 1.35x slower |
+| regex_compile | 127 ms | 172 ms: 1.35x slower |
+| thrift | 738 us | 998 us: 1.35x slower |
+| python_startup_no_site | 7.49 ms | 10.2 ms: 1.36x slower |
+| pprint_safe_repr | 710 ms | 984 ms: 1.39x slower |
+| pprint_pformat | 1.45 sec | 2.04 sec: 1.41x slower |
+| genshi_text | 21.7 ms | 30.6 ms: 1.41x slower |
+| crypto_pyaes | 65.4 ms | 92.7 ms: 1.42x slower |
+| 2to3 | 256 ms | 367 ms: 1.44x slower |
+| django_template | 35.4 ms | 51.2 ms: 1.45x slower |
+| nbody | 90.3 ms | 131 ms: 1.45x slower |
+| generators | 27.1 ms | 39.5 ms: 1.46x slower |
+| float | 76.4 ms | 111 ms: 1.46x slower |
+| sqlalchemy_imperative | 19.1 ms | 28.2 ms: 1.48x slower |
+| mako | 11.6 ms | 17.2 ms: 1.48x slower |
+| sympy_integrate | 19.9 ms | 29.5 ms: 1.49x slower |
+| logging_simple | 6.14 us | 9.35 us: 1.52x slower |
+| logging_format | 6.79 us | 10.5 us: 1.54x slower |
+| sqlalchemy_declarative | 126 ms | 198 ms: 1.56x slower |
+| pyflate | 421 ms | 672 ms: 1.60x slower |
+| richards_super | 50.7 ms | 81.6 ms: 1.61x slower |
+| unpickle_pure_python | 213 us | 346 us: 1.63x slower |
+| richards | 44.7 ms | 73.6 ms: 1.65x slower |
+| pickle_pure_python | 323 us | 533 us: 1.65x slower |
+| comprehensions | 17.2 us | 28.5 us: 1.65x slower |
+| chaos | 58.4 ms | 99.0 ms: 1.70x slower |
+| scimark_lu | 110 ms | 187 ms: 1.70x slower |
+| scimark_monte_carlo | 64.7 ms | 111 ms: 1.72x slower |
+| sqlglot_transpile | 1.57 ms | 2.71 ms: 1.73x slower |
+| sympy_str | 271 ms | 473 ms: 1.75x slower |
+| hexiom | 5.84 ms | 10.2 ms: 1.75x slower |
+| sqlglot_parse | 1.25 ms | 2.35 ms: 1.88x slower |
+| logging_silent | 106 ns | 200 ns: 1.89x slower |
+| scimark_sor | 128 ms | 245 ms: 1.92x slower |
+| raytrace | 260 ms | 523 ms: 2.01x slower |
+| sympy_expand | 453 ms | 953 ms: 2.10x slower |
+| go | 117 ms | 261 ms: 2.23x slower |
+| sympy_sum | 152 ms | 348 ms: 2.29x slower |
+| deltablue | 3.17 ms | 8.05 ms: 2.54x slower |
+| bench_thread_pool | 1.04 ms | 3.39 ms: 3.27x slower |
+| Geometric mean | (ref) | 1.36x slower |
+Ignored benchmarks (1) of results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9.json: html5lib
+
+- Geometric mean (including insignificant results): 1.258x slower
+
+# HPT report
+
+- Reliability score: 100.00% likely to be slow
+- 90% likely to have a slowdown of 1.27x
+- 95% likely to have a slowdown of 1.26x
+- 99% likely to have a slowdown of 1.25x
+
+# Memory
+- memory change: 1.19x
\ No newline at end of file
diff --git a/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-default_base_vs_NOGIL.svg b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-default_base_vs_NOGIL.svg
new file mode 100644
index 00000000..3405aaaa
--- /dev/null
+++ b/results/bm-20241217-3.14.0a2+-699f4e9-NOGIL/bm-20241217-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a2+-699f4e9-vs-default_base_vs_NOGIL.svg
@@ -0,0 +1,3205 @@
+
+
+