fork: python
ref: d63af9540f6163104699
machine: linux-x86_64
commit hash: d63af95
commit date: 2025-02-20
overall geometric mean: 1.040x slower
HPT reliability: 99.96%
HPT 99th percentile: 1.02x slower
Memory change: 1.36x
Benchmarks with tag 'apps':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20250220-vultr-x86_64-python-d63af9540f6163104699-3.14.0a5+-d63af95
2to3
264 ms
302 ms: 1.15x slower
docutils
2.64 sec
2.81 sec: 1.06x slower
html5lib
63.6 ms
72.2 ms: 1.14x slower
Geometric mean
(ref)
1.11x slower
Benchmarks with tag 'asyncio':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20250220-vultr-x86_64-python-d63af9540f6163104699-3.14.0a5+-d63af95
async_tree_io_tg
1.11 sec
551 ms: 2.01x faster
async_tree_none_tg
446 ms
238 ms: 1.87x faster
async_tree_io
1.08 sec
581 ms: 1.86x faster
async_tree_memoization_tg
560 ms
306 ms: 1.83x faster
async_tree_none
464 ms
275 ms: 1.69x faster
async_tree_memoization
555 ms
338 ms: 1.64x faster
async_tree_cpu_io_mixed_tg
723 ms
496 ms: 1.46x faster
async_tree_cpu_io_mixed
715 ms
531 ms: 1.35x faster
async_generators
384 ms
373 ms: 1.03x faster
coroutines
23.9 ms
23.2 ms: 1.03x faster
Geometric mean
(ref)
1.48x faster
Benchmark hidden because not significant (1): asyncio_websockets
Benchmarks with tag 'math':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20250220-vultr-x86_64-python-d63af9540f6163104699-3.14.0a5+-d63af95
float
80.8 ms
74.9 ms: 1.08x faster
pidigits
184 ms
199 ms: 1.08x slower
nbody
89.3 ms
130 ms: 1.46x slower
Geometric mean
(ref)
1.13x slower
Benchmarks with tag 'regex':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20250220-vultr-x86_64-python-d63af9540f6163104699-3.14.0a5+-d63af95
regex_effbot
3.17 ms
2.86 ms: 1.11x faster
regex_compile
142 ms
153 ms: 1.08x slower
regex_dna
168 ms
185 ms: 1.11x slower
regex_v8
20.6 ms
24.2 ms: 1.18x slower
Geometric mean
(ref)
1.06x slower
Benchmarks with tag 'serialize':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20250220-vultr-x86_64-python-d63af9540f6163104699-3.14.0a5+-d63af95
xml_etree_iterparse
96.7 ms
87.8 ms: 1.10x faster
xml_etree_parse
139 ms
129 ms: 1.08x faster
tomli_loads
2.11 sec
2.32 sec: 1.10x slower
unpickle_pure_python
221 us
245 us: 1.11x slower
xml_etree_generate
85.2 ms
95.9 ms: 1.13x slower
pickle_pure_python
308 us
360 us: 1.17x slower
xml_etree_process
59.0 ms
69.4 ms: 1.18x slower
json_loads
26.5 us
31.6 us: 1.19x slower
json_dumps
10.4 ms
12.9 ms: 1.24x slower
Geometric mean
(ref)
1.10x slower
Benchmarks with tag 'startup':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20250220-vultr-x86_64-python-d63af9540f6163104699-3.14.0a5+-d63af95
python_startup_no_site
7.16 ms
9.62 ms: 1.34x slower
python_startup
9.93 ms
15.6 ms: 1.57x slower
Geometric mean
(ref)
1.45x slower
Benchmarks with tag 'template':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20250220-vultr-x86_64-python-d63af9540f6163104699-3.14.0a5+-d63af95
genshi_xml
50.2 ms
59.8 ms: 1.19x slower
genshi_text
22.8 ms
28.1 ms: 1.23x slower
django_template
34.7 ms
42.8 ms: 1.23x slower
mako
11.0 ms
15.7 ms: 1.42x slower
Geometric mean
(ref)
1.27x slower
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20250220-vultr-x86_64-python-d63af9540f6163104699-3.14.0a5+-d63af95
async_tree_io_tg
1.11 sec
551 ms: 2.01x faster
gc_traversal
3.46 ms
1.75 ms: 1.97x faster
async_tree_none_tg
446 ms
238 ms: 1.87x faster
async_tree_io
1.08 sec
581 ms: 1.86x faster
async_tree_memoization_tg
560 ms
306 ms: 1.83x faster
async_tree_none
464 ms
275 ms: 1.69x faster
async_tree_memoization
555 ms
338 ms: 1.64x faster
async_tree_cpu_io_mixed_tg
723 ms
496 ms: 1.46x faster
async_tree_cpu_io_mixed
715 ms
531 ms: 1.35x faster
deepcopy
352 us
310 us: 1.13x faster
regex_effbot
3.17 ms
2.86 ms: 1.11x faster
pathlib
21.5 ms
19.4 ms: 1.11x faster
xml_etree_iterparse
96.7 ms
87.8 ms: 1.10x faster
float
80.8 ms
74.9 ms: 1.08x faster
xml_etree_parse
139 ms
129 ms: 1.08x faster
sqlite_synth
2.20 us
2.05 us: 1.08x faster
deepcopy_memo
40.3 us
37.9 us: 1.06x faster
async_generators
384 ms
373 ms: 1.03x faster
coroutines
23.9 ms
23.2 ms: 1.03x faster
spectral_norm
110 ms
107 ms: 1.03x faster
go
139 ms
137 ms: 1.02x faster
bpe_tokeniser
4.74 sec
4.68 sec: 1.01x faster
comprehensions
19.8 us
19.7 us: 1.01x faster
pycparser
1.17 sec
1.18 sec: 1.01x slower
scimark_sor
130 ms
132 ms: 1.02x slower
logging_silent
109 ns
111 ns: 1.02x slower
deepcopy_reduce
3.08 us
3.16 us: 1.03x slower
dulwich_log
78.9 ms
82.5 ms: 1.05x slower
raytrace
299 ms
317 ms: 1.06x slower
docutils
2.64 sec
2.81 sec: 1.06x slower
json
5.02 ms
5.34 ms: 1.06x slower
mdp
2.42 sec
2.59 sec: 1.07x slower
regex_compile
142 ms
153 ms: 1.08x slower
pidigits
184 ms
199 ms: 1.08x slower
logging_simple
6.63 us
7.18 us: 1.08x slower
deltablue
3.45 ms
3.74 ms: 1.09x slower
sqlalchemy_imperative
21.8 ms
23.9 ms: 1.09x slower
chaos
62.8 ms
68.9 ms: 1.10x slower
sqlalchemy_declarative
143 ms
157 ms: 1.10x slower
tomli_loads
2.11 sec
2.32 sec: 1.10x slower
regex_dna
168 ms
185 ms: 1.11x slower
logging_format
7.35 us
8.13 us: 1.11x slower
pprint_safe_repr
743 ms
823 ms: 1.11x slower
thrift
791 us
877 us: 1.11x slower
unpickle_pure_python
221 us
245 us: 1.11x slower
pyflate
448 ms
498 ms: 1.11x slower
pprint_pformat
1.52 sec
1.70 sec: 1.12x slower
sympy_sum
166 ms
186 ms: 1.12x slower
xml_etree_generate
85.2 ms
95.9 ms: 1.13x slower
sqlglot_transpile
1.67 ms
1.90 ms: 1.14x slower
html5lib
63.6 ms
72.2 ms: 1.14x slower
sqlglot_normalize
107 ms
121 ms: 1.14x slower
crypto_pyaes
76.6 ms
87.3 ms: 1.14x slower
sympy_str
292 ms
333 ms: 1.14x slower
2to3
264 ms
302 ms: 1.15x slower
sqlglot_optimize
53.3 ms
61.5 ms: 1.16x slower
scimark_fft
342 ms
395 ms: 1.16x slower
sympy_expand
468 ms
541 ms: 1.16x slower
sympy_integrate
20.5 ms
23.9 ms: 1.16x slower
sqlglot_parse
1.36 ms
1.58 ms: 1.17x slower
pickle_pure_python
308 us
360 us: 1.17x slower
hexiom
6.17 ms
7.22 ms: 1.17x slower
richards
45.9 ms
54.0 ms: 1.18x slower
xml_etree_process
59.0 ms
69.4 ms: 1.18x slower
regex_v8
20.6 ms
24.2 ms: 1.18x slower
json_loads
26.5 us
31.6 us: 1.19x slower
genshi_xml
50.2 ms
59.8 ms: 1.19x slower
nqueens
80.1 ms
96.4 ms: 1.20x slower
scimark_monte_carlo
68.4 ms
82.6 ms: 1.21x slower
typing_runtime_protocols
163 us
198 us: 1.21x slower
scimark_lu
114 ms
139 ms: 1.22x slower
richards_super
51.9 ms
63.3 ms: 1.22x slower
create_gc_cycles
1.09 ms
1.34 ms: 1.23x slower
genshi_text
22.8 ms
28.1 ms: 1.23x slower
django_template
34.7 ms
42.8 ms: 1.23x slower
json_dumps
10.4 ms
12.9 ms: 1.24x slower
meteor_contest
104 ms
131 ms: 1.26x slower
fannkuch
372 ms
489 ms: 1.31x slower
scimark_sparse_mat_mult
4.39 ms
5.77 ms: 1.31x slower
python_startup_no_site
7.16 ms
9.62 ms: 1.34x slower
coverage
71.4 ms
97.4 ms: 1.36x slower
telco
6.53 ms
8.90 ms: 1.36x slower
mako
11.0 ms
15.7 ms: 1.42x slower
nbody
89.3 ms
130 ms: 1.46x slower
python_startup
9.93 ms
15.6 ms: 1.57x slower
bench_thread_pool
941 us
3.30 ms: 3.51x slower
bench_mp_pool
10.8 ms
95.2 ms: 8.82x slower
Geometric mean
(ref)
1.08x slower
Benchmark hidden because not significant (3): pylint, asyncio_websockets, generators
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-20250220-3.14.0a5+-d63af95-NOGIL/bm-20250220-vultr-x86_64-python-d63af9540f6163104699-3.14.0a5+-d63af95.json: connected_components, k_core, many_optionals, shortest_path, sphinx, subparsers
Geometric mean (including insignificant results): 1.040x slower
Reliability score: 99.96% likely to be slow
90% likely to have a slowdown of 1.06x
95% likely to have a slowdown of 1.05x
99% likely to have a slowdown of 1.02x