diff --git a/README.md b/README.md
index eba1e2a9..f72d770d 100644
--- a/README.md
+++ b/README.md
@@ -31,7 +31,8 @@ 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-20241217-3.14.0a3%2B-40f5577-NOGIL) | mpage/gh_115999_specialize | 40f5577 (NOGIL) | 1.189x β
[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.12.6.svg) | 1.215x β
[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.13.0rc2.svg) | |
+| [2024-12-17](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL) | mpage/gh_115999_specialize | 40f5577 (NOGIL) | 1.189x β
[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.12.6.svg) | 1.215x β
[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.13.0rc2.svg) | 1.027x β
[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-base.md)[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-base.svg)[π§ ](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-base-mem.svg) |
+| [2024-12-17](results/bm-20241217-3.14.0a3%2B-3291656-NOGIL) | python/329165639f9ac00ba64f | 3291656 (NOGIL) | 1.211x β
[π](results/bm-20241217-3.14.0a3%2B-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3%2B-3291656-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a3%2B-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3%2B-3291656-vs-3.12.6.svg) | 1.236x β
[π](results/bm-20241217-3.14.0a3%2B-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3%2B-3291656-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a3%2B-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3%2B-3291656-vs-3.13.0rc2.svg) | |
| [2024-12-18](results/bm-20241218-3.14.0a2%2B-6ef74ac) | corona10/gh_115999_BINARY_SUB | 6ef74ac | 1.060x β
[π](results/bm-20241218-3.14.0a2%2B-6ef74ac/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.12.6.md)[π](results/bm-20241218-3.14.0a2%2B-6ef74ac/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.12.6.svg) | 1.022x β
[π](results/bm-20241218-3.14.0a2%2B-6ef74ac/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.13.0rc2.md)[π](results/bm-20241218-3.14.0a2%2B-6ef74ac/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.13.0rc2.svg) | 1.005x β
[π](results/bm-20241218-3.14.0a2%2B-6ef74ac/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-base.md)[π](results/bm-20241218-3.14.0a2%2B-6ef74ac/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-base.svg)[π§ ](results/bm-20241218-3.14.0a2%2B-6ef74ac/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-base-mem.svg) |
| [2024-12-18](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL) | corona10/gh_115999_BINARY_SUB | 6ef74ac (NOGIL) | 1.222x β
[π](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.12.6.md)[π](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.12.6.svg) | 1.247x β
[π](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.13.0rc2.md)[π](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.13.0rc2.svg) | 1.011x β
[π](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-base.md)[π](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-base.svg)[π§ ](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-base-mem.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) |
diff --git a/RESULTS.md b/RESULTS.md
index aa52d2f9..ea12ce4d 100644
--- a/RESULTS.md
+++ b/RESULTS.md
@@ -203,7 +203,8 @@
| --- | --- | --- | ---: | ---: | ---: |
| [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-20241217-3.14.0a3%2B-40f5577-NOGIL) | mpage/gh_115999_specialize | 40f5577 (NOGIL) | 1.189x β
[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.12.6.svg) | 1.215x β
[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.13.0rc2.svg) | |
+| [2024-12-17](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL) | mpage/gh_115999_specialize | 40f5577 (NOGIL) | 1.189x β
[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.12.6.svg) | 1.215x β
[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.13.0rc2.svg) | 1.027x β
[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-base.md)[π](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-base.svg)[π§ ](results/bm-20241217-3.14.0a3%2B-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-base-mem.svg) |
+| [2024-12-17](results/bm-20241217-3.14.0a3%2B-3291656-NOGIL) | python/329165639f9ac00ba64f | 3291656 (NOGIL) | 1.211x β
[π](results/bm-20241217-3.14.0a3%2B-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3%2B-3291656-vs-3.12.6.md)[π](results/bm-20241217-3.14.0a3%2B-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3%2B-3291656-vs-3.12.6.svg) | 1.236x β
[π](results/bm-20241217-3.14.0a3%2B-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3%2B-3291656-vs-3.13.0rc2.md)[π](results/bm-20241217-3.14.0a3%2B-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3%2B-3291656-vs-3.13.0rc2.svg) | |
| [2024-12-18](results/bm-20241218-3.14.0a2%2B-6ef74ac) | corona10/gh_115999_BINARY_SUB | 6ef74ac | 1.060x β
[π](results/bm-20241218-3.14.0a2%2B-6ef74ac/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.12.6.md)[π](results/bm-20241218-3.14.0a2%2B-6ef74ac/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.12.6.svg) | 1.022x β
[π](results/bm-20241218-3.14.0a2%2B-6ef74ac/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.13.0rc2.md)[π](results/bm-20241218-3.14.0a2%2B-6ef74ac/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.13.0rc2.svg) | 1.005x β
[π](results/bm-20241218-3.14.0a2%2B-6ef74ac/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-base.md)[π](results/bm-20241218-3.14.0a2%2B-6ef74ac/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-base.svg)[π§ ](results/bm-20241218-3.14.0a2%2B-6ef74ac/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-base-mem.svg) |
| [2024-12-18](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL) | corona10/gh_115999_BINARY_SUB | 6ef74ac (NOGIL) | 1.222x β
[π](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.12.6.md)[π](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.12.6.svg) | 1.247x β
[π](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.13.0rc2.md)[π](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-3.13.0rc2.svg) | 1.011x β
[π](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-base.md)[π](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-base.svg)[π§ ](results/bm-20241218-3.14.0a2%2B-6ef74ac-NOGIL/bm-20241218-vultr-x86_64-corona10-gh_115999_BINARY_SUB-3.14.0a2%2B-6ef74ac-vs-base-mem.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) |
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diff --git a/results/bm-20241217-3.14.0a3+-3291656-NOGIL/README.md b/results/bm-20241217-3.14.0a3+-3291656-NOGIL/README.md
new file mode 100644
index 00000000..48bdb2d4
--- /dev/null
+++ b/results/bm-20241217-3.14.0a3+-3291656-NOGIL/README.md
@@ -0,0 +1,35 @@
+# Results
+
+- fork: python/329165639f9ac00ba64f
+- version: 3.14.0a3+
+- config: NOGIL
+- commit hash: [3291656](https://github.com/python/cpython/commit/3291656)
+- commit date: 2024-12-17T22:14:16-08:00
+- commit merge base: [5892853fb71acd6530e1e241a9a4bcf71a61fb21](https://github.com/python/cpython/commit/5892853fb71acd6530e1e241a9a4bcf71a61fb21)
+- ref: 329165639f9ac00ba64f
+
+## linux x86_64 (vultr)
+
+- [GitHub Action run](https://github.com/facebookexperimental/free-threading-benchmarking/actions/runs/12387565069)
+- 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-python-329165639f9ac00ba64f-3.14.0a3%2B-3291656.json)
+
+### vs. 3.12.6
+
+- Geometric mean: 1.211x slower (HPT: reliability of 100.00%, 1.15x 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-python-329165639f9ac00ba64f-3.14.0a3%2B-3291656-vs-3.12.6.md)
+- [πtime plot](bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3%2B-3291656-vs-3.12.6.svg)
+
+### vs. 3.13.0rc2
+
+- Geometric mean: 1.236x slower (HPT: reliability of 100.00%, 1.17x slower at 99th %ile)
+- Memory usage: 1.31x
+- 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-python-329165639f9ac00ba64f-3.14.0a3%2B-3291656-vs-3.13.0rc2.md)
+- [πtime plot](bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3%2B-3291656-vs-3.13.0rc2.svg)
+
diff --git a/results/bm-20241217-3.14.0a3+-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656-vs-3.12.6.md b/results/bm-20241217-3.14.0a3+-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656-vs-3.12.6.md
new file mode 100644
index 00000000..9b96c758
--- /dev/null
+++ b/results/bm-20241217-3.14.0a3+-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656-vs-3.12.6.md
@@ -0,0 +1,208 @@
+# Results vs. 3.12.6
+
+- fork: python
+- ref: 329165639f9ac00ba64f
+- machine: linux-x86_64
+- commit hash: 3291656
+- commit date: 2024-12-17
+- overall geometric mean: 1.211x slower
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.15x 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-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| 2to3 | 264 ms | 364 ms: 1.38x slower |
+| docutils | 2.64 sec | 3.05 sec: 1.16x slower |
+| html5lib | 63.6 ms | 96.0 ms: 1.51x slower |
+| Geometric mean | (ref) | 1.34x slower |
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|----------------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| async_tree_io_tg | 1.11 sec | 793 ms: 1.40x faster |
+| async_tree_io | 1.08 sec | 809 ms: 1.34x faster |
+| async_tree_memoization_tg | 560 ms | 434 ms: 1.29x faster |
+| async_tree_none_tg | 446 ms | 349 ms: 1.28x faster |
+| async_tree_none | 464 ms | 376 ms: 1.24x faster |
+| async_tree_memoization | 555 ms | 464 ms: 1.20x faster |
+| async_tree_cpu_io_mixed_tg | 723 ms | 605 ms: 1.19x faster |
+| async_tree_cpu_io_mixed | 715 ms | 624 ms: 1.15x faster |
+| asyncio_websockets | 517 ms | 515 ms: 1.00x faster |
+| coroutines | 23.9 ms | 24.5 ms: 1.02x slower |
+| async_generators | 384 ms | 452 ms: 1.18x slower |
+| Geometric mean | (ref) | 1.16x faster |
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| pidigits | 184 ms | 184 ms: 1.00x faster |
+| nbody | 89.3 ms | 127 ms: 1.42x slower |
+| float | 80.8 ms | 132 ms: 1.64x slower |
+| Geometric mean | (ref) | 1.32x slower |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| regex_effbot | 3.17 ms | 2.82 ms: 1.12x faster |
+| regex_dna | 168 ms | 179 ms: 1.07x slower |
+| regex_v8 | 20.6 ms | 24.8 ms: 1.20x slower |
+| regex_compile | 142 ms | 175 ms: 1.23x 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-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|----------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| xml_etree_iterparse | 96.7 ms | 89.4 ms: 1.08x faster |
+| xml_etree_parse | 139 ms | 130 ms: 1.06x faster |
+| json_loads | 26.5 us | 28.5 us: 1.07x slower |
+| xml_etree_generate | 85.2 ms | 96.8 ms: 1.14x slower |
+| tomli_loads | 2.11 sec | 2.55 sec: 1.21x slower |
+| xml_etree_process | 59.0 ms | 78.1 ms: 1.33x slower |
+| json_dumps | 10.4 ms | 13.9 ms: 1.35x slower |
+| unpickle_pure_python | 221 us | 339 us: 1.54x slower |
+| pickle_pure_python | 308 us | 507 us: 1.65x slower |
+| Geometric mean | (ref) | 1.22x slower |
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|------------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| python_startup_no_site | 7.16 ms | 10.3 ms: 1.43x slower |
+| python_startup | 9.93 ms | 17.2 ms: 1.73x slower |
+| Geometric mean | (ref) | 1.58x slower |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|-----------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| genshi_xml | 50.2 ms | 62.4 ms: 1.24x slower |
+| genshi_text | 22.8 ms | 30.0 ms: 1.31x slower |
+| django_template | 34.7 ms | 50.0 ms: 1.44x slower |
+| mako | 11.0 ms | 17.1 ms: 1.55x slower |
+| Geometric mean | (ref) | 1.38x slower |
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|----------------------------|:------------------------------------------------------:|:----------------------------------------------------------------------:|
+| async_tree_io_tg | 1.11 sec | 793 ms: 1.40x faster |
+| async_tree_io | 1.08 sec | 809 ms: 1.34x faster |
+| async_tree_memoization_tg | 560 ms | 434 ms: 1.29x faster |
+| async_tree_none_tg | 446 ms | 349 ms: 1.28x faster |
+| async_tree_none | 464 ms | 376 ms: 1.24x faster |
+| async_tree_memoization | 555 ms | 464 ms: 1.20x faster |
+| async_tree_cpu_io_mixed_tg | 723 ms | 605 ms: 1.19x faster |
+| async_tree_cpu_io_mixed | 715 ms | 624 ms: 1.15x faster |
+| regex_effbot | 3.17 ms | 2.82 ms: 1.12x faster |
+| deepcopy | 352 us | 321 us: 1.10x faster |
+| xml_etree_iterparse | 96.7 ms | 89.4 ms: 1.08x faster |
+| pathlib | 21.5 ms | 20.0 ms: 1.08x faster |
+| xml_etree_parse | 139 ms | 130 ms: 1.06x faster |
+| deepcopy_memo | 40.3 us | 39.9 us: 1.01x faster |
+| asyncio_websockets | 517 ms | 515 ms: 1.00x faster |
+| pidigits | 184 ms | 184 ms: 1.00x faster |
+| json | 5.02 ms | 5.07 ms: 1.01x slower |
+| gc_traversal | 3.46 ms | 3.51 ms: 1.02x slower |
+| coroutines | 23.9 ms | 24.5 ms: 1.02x slower |
+| spectral_norm | 110 ms | 115 ms: 1.04x slower |
+| bpe_tokeniser | 4.74 sec | 5.00 sec: 1.06x slower |
+| regex_dna | 168 ms | 179 ms: 1.07x slower |
+| json_loads | 26.5 us | 28.5 us: 1.07x slower |
+| scimark_fft | 342 ms | 373 ms: 1.09x slower |
+| deepcopy_reduce | 3.08 us | 3.41 us: 1.11x slower |
+| xml_etree_generate | 85.2 ms | 96.8 ms: 1.14x slower |
+| mdp | 2.42 sec | 2.79 sec: 1.15x slower |
+| docutils | 2.64 sec | 3.05 sec: 1.16x slower |
+| pylint | 319 ms | 371 ms: 1.16x slower |
+| crypto_pyaes | 76.6 ms | 89.7 ms: 1.17x slower |
+| async_generators | 384 ms | 452 ms: 1.18x slower |
+| generators | 32.2 ms | 38.4 ms: 1.19x slower |
+| dulwich_log | 78.9 ms | 94.0 ms: 1.19x slower |
+| regex_v8 | 20.6 ms | 24.8 ms: 1.20x slower |
+| tomli_loads | 2.11 sec | 2.55 sec: 1.21x slower |
+| scimark_sparse_mat_mult | 4.39 ms | 5.39 ms: 1.23x slower |
+| regex_compile | 142 ms | 175 ms: 1.23x slower |
+| sqlglot_optimize | 53.3 ms | 65.7 ms: 1.23x slower |
+| sqlglot_normalize | 107 ms | 132 ms: 1.24x slower |
+| nqueens | 80.1 ms | 99.0 ms: 1.24x slower |
+| typing_runtime_protocols | 163 us | 203 us: 1.24x slower |
+| meteor_contest | 104 ms | 129 ms: 1.24x slower |
+| genshi_xml | 50.2 ms | 62.4 ms: 1.24x slower |
+| pycparser | 1.17 sec | 1.52 sec: 1.30x slower |
+| sqlalchemy_imperative | 21.8 ms | 28.5 ms: 1.31x slower |
+| pprint_safe_repr | 743 ms | 973 ms: 1.31x slower |
+| genshi_text | 22.8 ms | 30.0 ms: 1.31x slower |
+| fannkuch | 372 ms | 489 ms: 1.31x slower |
+| telco | 6.53 ms | 8.60 ms: 1.32x slower |
+| xml_etree_process | 59.0 ms | 78.1 ms: 1.33x slower |
+| pprint_pformat | 1.52 sec | 2.02 sec: 1.33x slower |
+| json_dumps | 10.4 ms | 13.9 ms: 1.35x slower |
+| 2to3 | 264 ms | 364 ms: 1.38x slower |
+| thrift | 791 us | 1.09 ms: 1.38x slower |
+| comprehensions | 19.8 us | 27.7 us: 1.40x slower |
+| sqlalchemy_declarative | 143 ms | 201 ms: 1.41x slower |
+| coverage | 71.4 ms | 101 ms: 1.41x slower |
+| nbody | 89.3 ms | 127 ms: 1.42x slower |
+| sympy_integrate | 20.5 ms | 29.4 ms: 1.43x slower |
+| python_startup_no_site | 7.16 ms | 10.3 ms: 1.43x slower |
+| django_template | 34.7 ms | 50.0 ms: 1.44x slower |
+| pyflate | 448 ms | 670 ms: 1.49x slower |
+| logging_format | 7.35 us | 11.0 us: 1.50x slower |
+| html5lib | 63.6 ms | 96.0 ms: 1.51x slower |
+| logging_simple | 6.63 us | 10.0 us: 1.51x slower |
+| unpickle_pure_python | 221 us | 339 us: 1.54x slower |
+| mako | 11.0 ms | 17.1 ms: 1.55x slower |
+| scimark_lu | 114 ms | 180 ms: 1.58x slower |
+| hexiom | 6.17 ms | 9.86 ms: 1.60x slower |
+| sympy_str | 292 ms | 475 ms: 1.63x slower |
+| float | 80.8 ms | 132 ms: 1.64x slower |
+| chaos | 62.8 ms | 104 ms: 1.65x slower |
+| pickle_pure_python | 308 us | 507 us: 1.65x slower |
+| richards_super | 51.9 ms | 85.6 ms: 1.65x slower |
+| create_gc_cycles | 1.09 ms | 1.83 ms: 1.68x slower |
+| richards | 45.9 ms | 77.0 ms: 1.68x slower |
+| logging_silent | 109 ns | 185 ns: 1.69x slower |
+| scimark_monte_carlo | 68.4 ms | 118 ms: 1.73x slower |
+| python_startup | 9.93 ms | 17.2 ms: 1.73x slower |
+| sqlglot_transpile | 1.67 ms | 2.92 ms: 1.75x slower |
+| scimark_sor | 130 ms | 233 ms: 1.79x slower |
+| raytrace | 299 ms | 548 ms: 1.83x slower |
+| sqlglot_parse | 1.36 ms | 2.55 ms: 1.89x slower |
+| go | 139 ms | 266 ms: 1.91x slower |
+| sympy_expand | 468 ms | 954 ms: 2.04x slower |
+| sympy_sum | 166 ms | 349 ms: 2.10x slower |
+| deltablue | 3.45 ms | 8.14 ms: 2.36x slower |
+| bench_thread_pool | 941 us | 3.40 ms: 3.61x slower |
+| bench_mp_pool | 10.8 ms | 108 ms: 9.99x slower |
+| Geometric mean | (ref) | 1.31x slower |
+
+Benchmark hidden because not significant (1): sqlite_synth
+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-20241217-3.14.0a3+-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656.json: connected_components, k_core, many_optionals, shortest_path, sphinx, subparsers
+
+- Geometric mean (including insignificant results): 1.211x 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 1.15x
+
+# Memory
+- memory change: 1.33x
\ No newline at end of file
diff --git a/results/bm-20241217-3.14.0a3+-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656-vs-3.12.6.svg b/results/bm-20241217-3.14.0a3+-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656-vs-3.12.6.svg
new file mode 100644
index 00000000..c082e240
--- /dev/null
+++ b/results/bm-20241217-3.14.0a3+-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656-vs-3.12.6.svg
@@ -0,0 +1,3052 @@
+
+
+
diff --git a/results/bm-20241217-3.14.0a3+-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656-vs-3.13.0rc2.md b/results/bm-20241217-3.14.0a3+-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656-vs-3.13.0rc2.md
new file mode 100644
index 00000000..0cf8ea53
--- /dev/null
+++ b/results/bm-20241217-3.14.0a3+-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656-vs-3.13.0rc2.md
@@ -0,0 +1,206 @@
+# Results vs. 3.13.0rc2
+
+- fork: python
+- ref: 329165639f9ac00ba64f
+- machine: linux-x86_64
+- commit hash: 3291656
+- commit date: 2024-12-17
+- overall geometric mean: 1.236x slower
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.17x slower
+- Memory change: 1.31x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| 2to3 | 260 ms | 364 ms: 1.40x slower |
+| docutils | 2.62 sec | 3.05 sec: 1.17x slower |
+| html5lib | 67.0 ms | 96.0 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-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|----------------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| async_tree_io_tg | 913 ms | 793 ms: 1.15x faster |
+| async_tree_io | 876 ms | 809 ms: 1.08x faster |
+| async_tree_cpu_io_mixed | 666 ms | 624 ms: 1.07x faster |
+| async_tree_cpu_io_mixed_tg | 638 ms | 605 ms: 1.05x faster |
+| asyncio_websockets | 520 ms | 515 ms: 1.01x faster |
+| async_tree_none_tg | 336 ms | 349 ms: 1.04x slower |
+| coroutines | 23.6 ms | 24.5 ms: 1.04x slower |
+| async_tree_memoization_tg | 414 ms | 434 ms: 1.05x slower |
+| async_tree_none | 354 ms | 376 ms: 1.06x slower |
+| async_generators | 377 ms | 452 ms: 1.20x slower |
+| Geometric mean | (ref) | 1.00x slower |
+
+Benchmark hidden because not significant (1): async_tree_memoization
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| pidigits | 217 ms | 184 ms: 1.18x faster |
+| nbody | 85.1 ms | 127 ms: 1.49x slower |
+| float | 77.5 ms | 132 ms: 1.71x slower |
+| Geometric mean | (ref) | 1.29x slower |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| regex_effbot | 3.08 ms | 2.82 ms: 1.09x faster |
+| regex_dna | 180 ms | 179 ms: 1.01x faster |
+| regex_v8 | 22.7 ms | 24.8 ms: 1.09x slower |
+| regex_compile | 132 ms | 175 ms: 1.32x slower |
+| Geometric mean | (ref) | 1.07x slower |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|----------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| xml_etree_iterparse | 94.9 ms | 89.4 ms: 1.06x faster |
+| xml_etree_parse | 136 ms | 130 ms: 1.05x faster |
+| json_loads | 27.0 us | 28.5 us: 1.06x slower |
+| xml_etree_generate | 85.4 ms | 96.8 ms: 1.13x slower |
+| tomli_loads | 2.01 sec | 2.55 sec: 1.27x slower |
+| xml_etree_process | 59.3 ms | 78.1 ms: 1.32x slower |
+| json_dumps | 10.5 ms | 13.9 ms: 1.32x slower |
+| unpickle_pure_python | 210 us | 339 us: 1.61x slower |
+| pickle_pure_python | 294 us | 507 us: 1.72x slower |
+| Geometric mean | (ref) | 1.23x slower |
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|------------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| python_startup_no_site | 7.39 ms | 10.3 ms: 1.39x slower |
+| python_startup | 11.0 ms | 17.2 ms: 1.57x 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-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|-----------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| genshi_xml | 48.8 ms | 62.4 ms: 1.28x slower |
+| genshi_text | 21.5 ms | 30.0 ms: 1.39x slower |
+| django_template | 34.1 ms | 50.0 ms: 1.47x slower |
+| mako | 11.3 ms | 17.1 ms: 1.51x slower |
+| Geometric mean | (ref) | 1.41x slower |
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 |
+|----------------------------|:------------------------------------------------------------:|:----------------------------------------------------------------------:|
+| pidigits | 217 ms | 184 ms: 1.18x faster |
+| async_tree_io_tg | 913 ms | 793 ms: 1.15x faster |
+| deepcopy | 355 us | 321 us: 1.11x faster |
+| regex_effbot | 3.08 ms | 2.82 ms: 1.09x faster |
+| async_tree_io | 876 ms | 809 ms: 1.08x faster |
+| async_tree_cpu_io_mixed | 666 ms | 624 ms: 1.07x faster |
+| xml_etree_iterparse | 94.9 ms | 89.4 ms: 1.06x faster |
+| async_tree_cpu_io_mixed_tg | 638 ms | 605 ms: 1.05x faster |
+| xml_etree_parse | 136 ms | 130 ms: 1.05x faster |
+| asyncio_websockets | 520 ms | 515 ms: 1.01x faster |
+| regex_dna | 180 ms | 179 ms: 1.01x faster |
+| deepcopy_memo | 39.1 us | 39.9 us: 1.02x slower |
+| json | 4.93 ms | 5.07 ms: 1.03x slower |
+| spectral_norm | 111 ms | 115 ms: 1.03x slower |
+| async_tree_none_tg | 336 ms | 349 ms: 1.04x slower |
+| coroutines | 23.6 ms | 24.5 ms: 1.04x slower |
+| pathlib | 19.2 ms | 20.0 ms: 1.04x slower |
+| async_tree_memoization_tg | 414 ms | 434 ms: 1.05x slower |
+| json_loads | 27.0 us | 28.5 us: 1.06x slower |
+| async_tree_none | 354 ms | 376 ms: 1.06x slower |
+| scimark_fft | 349 ms | 373 ms: 1.07x slower |
+| regex_v8 | 22.7 ms | 24.8 ms: 1.09x slower |
+| deepcopy_reduce | 3.11 us | 3.41 us: 1.09x slower |
+| telco | 7.82 ms | 8.60 ms: 1.10x slower |
+| gc_traversal | 3.14 ms | 3.51 ms: 1.12x slower |
+| bpe_tokeniser | 4.45 sec | 5.00 sec: 1.13x slower |
+| xml_etree_generate | 85.4 ms | 96.8 ms: 1.13x slower |
+| scimark_sparse_mat_mult | 4.71 ms | 5.39 ms: 1.14x slower |
+| docutils | 2.62 sec | 3.05 sec: 1.17x slower |
+| pylint | 317 ms | 371 ms: 1.17x slower |
+| mdp | 2.36 sec | 2.79 sec: 1.18x slower |
+| async_generators | 377 ms | 452 ms: 1.20x slower |
+| coverage | 83.0 ms | 101 ms: 1.21x slower |
+| sqlglot_normalize | 106 ms | 132 ms: 1.25x slower |
+| sqlglot_optimize | 52.7 ms | 65.7 ms: 1.25x slower |
+| dulwich_log | 74.8 ms | 94.0 ms: 1.26x slower |
+| nqueens | 78.6 ms | 99.0 ms: 1.26x slower |
+| meteor_contest | 102 ms | 129 ms: 1.27x slower |
+| tomli_loads | 2.01 sec | 2.55 sec: 1.27x slower |
+| genshi_xml | 48.8 ms | 62.4 ms: 1.28x slower |
+| typing_runtime_protocols | 155 us | 203 us: 1.31x slower |
+| xml_etree_process | 59.3 ms | 78.1 ms: 1.32x slower |
+| pprint_safe_repr | 738 ms | 973 ms: 1.32x slower |
+| crypto_pyaes | 67.9 ms | 89.7 ms: 1.32x slower |
+| json_dumps | 10.5 ms | 13.9 ms: 1.32x slower |
+| fannkuch | 370 ms | 489 ms: 1.32x slower |
+| regex_compile | 132 ms | 175 ms: 1.32x slower |
+| generators | 28.8 ms | 38.4 ms: 1.33x slower |
+| pprint_pformat | 1.50 sec | 2.02 sec: 1.35x slower |
+| pycparser | 1.12 sec | 1.52 sec: 1.36x slower |
+| create_gc_cycles | 1.34 ms | 1.83 ms: 1.37x slower |
+| python_startup_no_site | 7.39 ms | 10.3 ms: 1.39x slower |
+| genshi_text | 21.5 ms | 30.0 ms: 1.39x slower |
+| 2to3 | 260 ms | 364 ms: 1.40x slower |
+| thrift | 778 us | 1.09 ms: 1.41x slower |
+| html5lib | 67.0 ms | 96.0 ms: 1.43x slower |
+| django_template | 34.1 ms | 50.0 ms: 1.47x slower |
+| sympy_integrate | 19.8 ms | 29.4 ms: 1.48x slower |
+| nbody | 85.1 ms | 127 ms: 1.49x slower |
+| pyflate | 449 ms | 670 ms: 1.49x slower |
+| mako | 11.3 ms | 17.1 ms: 1.51x slower |
+| python_startup | 11.0 ms | 17.2 ms: 1.57x slower |
+| scimark_lu | 113 ms | 180 ms: 1.60x slower |
+| logging_format | 6.84 us | 11.0 us: 1.61x slower |
+| unpickle_pure_python | 210 us | 339 us: 1.61x slower |
+| logging_simple | 6.16 us | 10.0 us: 1.63x slower |
+| hexiom | 5.99 ms | 9.86 ms: 1.65x slower |
+| richards_super | 51.6 ms | 85.6 ms: 1.66x slower |
+| comprehensions | 16.5 us | 27.7 us: 1.69x slower |
+| richards | 45.2 ms | 77.0 ms: 1.70x slower |
+| float | 77.5 ms | 132 ms: 1.71x slower |
+| pickle_pure_python | 294 us | 507 us: 1.72x slower |
+| sympy_str | 275 ms | 475 ms: 1.73x slower |
+| scimark_sor | 134 ms | 233 ms: 1.73x slower |
+| logging_silent | 103 ns | 185 ns: 1.80x slower |
+| chaos | 57.3 ms | 104 ms: 1.81x slower |
+| scimark_monte_carlo | 65.4 ms | 118 ms: 1.81x slower |
+| sqlglot_transpile | 1.56 ms | 2.92 ms: 1.87x slower |
+| go | 141 ms | 266 ms: 1.89x slower |
+| sqlglot_parse | 1.25 ms | 2.55 ms: 2.05x slower |
+| sympy_expand | 457 ms | 954 ms: 2.09x slower |
+| raytrace | 253 ms | 548 ms: 2.17x slower |
+| sympy_sum | 156 ms | 349 ms: 2.25x slower |
+| deltablue | 3.12 ms | 8.14 ms: 2.61x slower |
+| bench_thread_pool | 919 us | 3.40 ms: 3.70x slower |
+| bench_mp_pool | 11.0 ms | 108 ms: 9.81x slower |
+| Geometric mean | (ref) | 1.36x slower |
+
+Benchmark hidden because not significant (2): sqlite_synth, async_tree_memoization
+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-20241217-3.14.0a3+-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656.json: connected_components, k_core, many_optionals, shortest_path, sphinx, sqlalchemy_declarative, sqlalchemy_imperative, subparsers
+
+- Geometric mean (including insignificant results): 1.236x slower
+
+# HPT report
+
+- Reliability score: 100.00% likely to be slow
+- 90% likely to have a slowdown of 1.21x
+- 95% likely to have a slowdown of 1.20x
+- 99% likely to have a slowdown of 1.17x
+
+# Memory
+- memory change: 1.31x
\ No newline at end of file
diff --git a/results/bm-20241217-3.14.0a3+-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656-vs-3.13.0rc2.svg b/results/bm-20241217-3.14.0a3+-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656-vs-3.13.0rc2.svg
new file mode 100644
index 00000000..234b5048
--- /dev/null
+++ b/results/bm-20241217-3.14.0a3+-3291656-NOGIL/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656-vs-3.13.0rc2.svg
@@ -0,0 +1,2960 @@
+
+
+
diff --git a/results/bm-20241217-3.14.0a3+-40f5577-NOGIL/README.md b/results/bm-20241217-3.14.0a3+-40f5577-NOGIL/README.md
index 4cde127b..a675d7b5 100644
--- a/results/bm-20241217-3.14.0a3+-40f5577-NOGIL/README.md
+++ b/results/bm-20241217-3.14.0a3+-40f5577-NOGIL/README.md
@@ -33,3 +33,11 @@
- [πtable](bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.13.0rc2.md)
- [πtime plot](bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-3.13.0rc2.svg)
+### vs. base
+
+- Geometric mean: 1.027x faster (HPT: reliability of 100.00%, 1.00x faster at 99th %ile)
+- Memory usage: 1.00x
+- [π§ memory plot](bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-base-mem.svg)
+- [πtable](bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-base.md)
+- [πtime plot](bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3%2B-40f5577-vs-base.svg)
+
diff --git a/results/bm-20241217-3.14.0a3+-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3+-40f5577-vs-base-mem.svg b/results/bm-20241217-3.14.0a3+-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3+-40f5577-vs-base-mem.svg
new file mode 100644
index 00000000..e2744bb2
--- /dev/null
+++ b/results/bm-20241217-3.14.0a3+-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3+-40f5577-vs-base-mem.svg
@@ -0,0 +1,3677 @@
+
+
+
diff --git a/results/bm-20241217-3.14.0a3+-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3+-40f5577-vs-base.md b/results/bm-20241217-3.14.0a3+-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3+-40f5577-vs-base.md
new file mode 100644
index 00000000..68289144
--- /dev/null
+++ b/results/bm-20241217-3.14.0a3+-40f5577-NOGIL/bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3+-40f5577-vs-base.md
@@ -0,0 +1,193 @@
+# Results vs. base
+
+- fork: mpage
+- ref: gh_115999_specialize
+- machine: linux-x86_64
+- commit hash: 40f5577
+- commit date: 2024-12-17
+- overall geometric mean: 1.027x faster
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.00x faster
+- Memory change: 1.00x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 | bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3+-40f5577 |
+|----------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| 2to3 | 364 ms | 360 ms: 1.01x faster |
+| html5lib | 96.0 ms | 94.1 ms: 1.02x faster |
+| sphinx | 1.17 sec | 1.16 sec: 1.01x faster |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmark hidden because not significant (1): docutils
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 | bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3+-40f5577 |
+|----------------------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| async_tree_io_tg | 793 ms | 732 ms: 1.08x faster |
+| async_tree_none_tg | 349 ms | 323 ms: 1.08x faster |
+| async_tree_memoization | 464 ms | 430 ms: 1.08x faster |
+| async_tree_memoization_tg | 434 ms | 405 ms: 1.07x faster |
+| async_tree_io | 809 ms | 760 ms: 1.07x faster |
+| async_tree_none | 376 ms | 356 ms: 1.05x faster |
+| async_tree_cpu_io_mixed_tg | 605 ms | 579 ms: 1.05x faster |
+| async_tree_cpu_io_mixed | 624 ms | 600 ms: 1.04x faster |
+| coroutines | 24.5 ms | 24.1 ms: 1.02x faster |
+| async_generators | 452 ms | 448 ms: 1.01x faster |
+| Geometric mean | (ref) | 1.05x faster |
+
+Benchmark hidden because not significant (1): asyncio_websockets
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 | bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3+-40f5577 |
+|----------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| float | 132 ms | 111 ms: 1.19x faster |
+| pidigits | 184 ms | 181 ms: 1.01x faster |
+| nbody | 127 ms | 125 ms: 1.01x faster |
+| Geometric mean | (ref) | 1.07x faster |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 | bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3+-40f5577 |
+|----------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| regex_compile | 175 ms | 170 ms: 1.03x faster |
+| regex_v8 | 24.8 ms | 25.2 ms: 1.02x slower |
+| regex_dna | 179 ms | 187 ms: 1.05x slower |
+| regex_effbot | 2.82 ms | 2.98 ms: 1.05x slower |
+| Geometric mean | (ref) | 1.02x slower |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 | bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3+-40f5577 |
+|----------------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| xml_etree_process | 78.1 ms | 73.9 ms: 1.06x faster |
+| unpickle_pure_python | 339 us | 327 us: 1.04x faster |
+| tomli_loads | 2.55 sec | 2.53 sec: 1.01x faster |
+| pickle_pure_python | 507 us | 504 us: 1.01x faster |
+| json_loads | 28.5 us | 28.4 us: 1.00x faster |
+| xml_etree_iterparse | 89.4 ms | 90.2 ms: 1.01x slower |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmark hidden because not significant (3): xml_etree_generate, xml_etree_parse, json_dumps
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 | bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3+-40f5577 |
+|------------------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| python_startup | 17.2 ms | 17.1 ms: 1.01x faster |
+| python_startup_no_site | 10.3 ms | 10.2 ms: 1.01x faster |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 | bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3+-40f5577 |
+|----------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| mako | 17.1 ms | 17.1 ms: 1.00x slower |
+| Geometric mean | (ref) | 1.00x slower |
+
+Benchmark hidden because not significant (3): django_template, genshi_xml, genshi_text
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656 | bm-20241217-vultr-x86_64-mpage-gh_115999_specialize-3.14.0a3+-40f5577 |
+|----------------------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| float | 132 ms | 111 ms: 1.19x faster |
+| scimark_monte_carlo | 118 ms | 105 ms: 1.12x faster |
+| richards | 77.0 ms | 68.9 ms: 1.12x faster |
+| thrift | 1.09 ms | 987 us: 1.11x faster |
+| richards_super | 85.6 ms | 77.5 ms: 1.11x faster |
+| logging_simple | 10.0 us | 9.08 us: 1.11x faster |
+| raytrace | 548 ms | 498 ms: 1.10x faster |
+| go | 266 ms | 243 ms: 1.09x faster |
+| sqlglot_parse | 2.55 ms | 2.34 ms: 1.09x faster |
+| chaos | 104 ms | 95.1 ms: 1.09x faster |
+| pycparser | 1.52 sec | 1.40 sec: 1.09x faster |
+| async_tree_io_tg | 793 ms | 732 ms: 1.08x faster |
+| sqlglot_transpile | 2.92 ms | 2.70 ms: 1.08x faster |
+| async_tree_none_tg | 349 ms | 323 ms: 1.08x faster |
+| async_tree_memoization | 464 ms | 430 ms: 1.08x faster |
+| logging_format | 11.0 us | 10.2 us: 1.08x faster |
+| gc_traversal | 3.51 ms | 3.28 ms: 1.07x faster |
+| deltablue | 8.14 ms | 7.60 ms: 1.07x faster |
+| async_tree_memoization_tg | 434 ms | 405 ms: 1.07x faster |
+| async_tree_io | 809 ms | 760 ms: 1.07x faster |
+| xml_etree_process | 78.1 ms | 73.9 ms: 1.06x faster |
+| async_tree_none | 376 ms | 356 ms: 1.05x faster |
+| spectral_norm | 115 ms | 109 ms: 1.05x faster |
+| subparsers | 30.5 ms | 29.1 ms: 1.05x faster |
+| async_tree_cpu_io_mixed_tg | 605 ms | 579 ms: 1.05x faster |
+| async_tree_cpu_io_mixed | 624 ms | 600 ms: 1.04x faster |
+| unpickle_pure_python | 339 us | 327 us: 1.04x faster |
+| mdp | 2.79 sec | 2.69 sec: 1.04x faster |
+| regex_compile | 175 ms | 170 ms: 1.03x faster |
+| dulwich_log | 94.0 ms | 91.2 ms: 1.03x faster |
+| pyflate | 670 ms | 650 ms: 1.03x faster |
+| sqlalchemy_imperative | 28.5 ms | 27.8 ms: 1.02x faster |
+| many_optionals | 1.26 ms | 1.23 ms: 1.02x faster |
+| html5lib | 96.0 ms | 94.1 ms: 1.02x faster |
+| pathlib | 20.0 ms | 19.6 ms: 1.02x faster |
+| sqlite_synth | 2.20 us | 2.16 us: 1.02x faster |
+| create_gc_cycles | 1.83 ms | 1.80 ms: 1.02x faster |
+| sqlalchemy_declarative | 201 ms | 197 ms: 1.02x faster |
+| coroutines | 24.5 ms | 24.1 ms: 1.02x faster |
+| hexiom | 9.86 ms | 9.72 ms: 1.02x faster |
+| pprint_safe_repr | 973 ms | 961 ms: 1.01x faster |
+| pidigits | 184 ms | 181 ms: 1.01x faster |
+| nbody | 127 ms | 125 ms: 1.01x faster |
+| pprint_pformat | 2.02 sec | 2.00 sec: 1.01x faster |
+| tomli_loads | 2.55 sec | 2.53 sec: 1.01x faster |
+| 2to3 | 364 ms | 360 ms: 1.01x faster |
+| bpe_tokeniser | 5.00 sec | 4.96 sec: 1.01x faster |
+| async_generators | 452 ms | 448 ms: 1.01x faster |
+| scimark_sor | 233 ms | 231 ms: 1.01x faster |
+| crypto_pyaes | 89.7 ms | 89.0 ms: 1.01x faster |
+| python_startup | 17.2 ms | 17.1 ms: 1.01x faster |
+| bench_mp_pool | 108 ms | 107 ms: 1.01x faster |
+| nqueens | 99.0 ms | 98.2 ms: 1.01x faster |
+| comprehensions | 27.7 us | 27.5 us: 1.01x faster |
+| pickle_pure_python | 507 us | 504 us: 1.01x faster |
+| fannkuch | 489 ms | 486 ms: 1.01x faster |
+| bench_thread_pool | 3.40 ms | 3.38 ms: 1.01x faster |
+| sympy_sum | 349 ms | 347 ms: 1.01x faster |
+| python_startup_no_site | 10.3 ms | 10.2 ms: 1.01x faster |
+| sphinx | 1.17 sec | 1.16 sec: 1.01x faster |
+| json_loads | 28.5 us | 28.4 us: 1.00x faster |
+| scimark_fft | 373 ms | 372 ms: 1.00x faster |
+| mako | 17.1 ms | 17.1 ms: 1.00x slower |
+| sympy_expand | 954 ms | 956 ms: 1.00x slower |
+| deepcopy_reduce | 3.41 us | 3.42 us: 1.01x slower |
+| scimark_sparse_mat_mult | 5.39 ms | 5.42 ms: 1.01x slower |
+| sqlglot_normalize | 132 ms | 133 ms: 1.01x slower |
+| xml_etree_iterparse | 89.4 ms | 90.2 ms: 1.01x slower |
+| meteor_contest | 129 ms | 130 ms: 1.01x slower |
+| scimark_lu | 180 ms | 183 ms: 1.01x slower |
+| deepcopy | 321 us | 325 us: 1.01x slower |
+| regex_v8 | 24.8 ms | 25.2 ms: 1.02x slower |
+| typing_runtime_protocols | 203 us | 208 us: 1.03x slower |
+| regex_dna | 179 ms | 187 ms: 1.05x slower |
+| regex_effbot | 2.82 ms | 2.98 ms: 1.05x slower |
+| Geometric mean | (ref) | 1.03x faster |
+
+Benchmark hidden because not significant (21): pylint, shortest_path, connected_components, coverage, xml_etree_generate, k_core, deepcopy_memo, sympy_integrate, django_template, sympy_str, xml_etree_parse, sqlglot_optimize, logging_silent, generators, json, asyncio_websockets, docutils, json_dumps, genshi_xml, genshi_text, telco
+
+- Geometric mean (including insignificant results): 1.027x faster
+
+# HPT report
+
+- Reliability score: 100.00% 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
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