fork: python
ref: 3829104ab412a47bf3f3
machine: darwin-arm64
commit hash: 3829104
commit date: 2025-01-17
overall geometric mean: 1.044x faster
HPT reliability: 98.38%
HPT 99th percentile: 1.00x faster
Memory change: 1.16x
Benchmarks with tag 'apps':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250117-darwin-arm64-python-3829104ab412a47bf3f3-3.14.0a4+-3829104
2to3
179 ms
182 ms: 1.02x slower
docutils
1.44 sec
1.40 sec: 1.03x faster
html5lib
36.7 ms
31.0 ms: 1.18x faster
Geometric mean
(ref)
1.05x faster
Benchmark hidden because not significant (1): sphinx
Benchmarks with tag 'asyncio':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250117-darwin-arm64-python-3829104ab412a47bf3f3-3.14.0a4+-3829104
async_tree_memoization_tg
288 ms
173 ms: 1.66x faster
async_tree_io_tg
500 ms
305 ms: 1.64x faster
async_tree_eager_io_tg
479 ms
294 ms: 1.63x faster
async_tree_eager_io
511 ms
316 ms: 1.62x faster
async_tree_io
508 ms
331 ms: 1.53x faster
async_tree_none_tg
198 ms
134 ms: 1.48x faster
async_tree_memoization
268 ms
197 ms: 1.36x faster
async_tree_none
212 ms
159 ms: 1.33x faster
coroutines
20.0 ms
16.9 ms: 1.19x faster
async_tree_cpu_io_mixed_tg
448 ms
383 ms: 1.17x faster
async_tree_cpu_io_mixed
459 ms
406 ms: 1.13x faster
async_generators
294 ms
261 ms: 1.13x faster
async_tree_eager_memoization
168 ms
151 ms: 1.11x faster
async_tree_eager_memoization_tg
138 ms
130 ms: 1.06x faster
asyncio_websockets
242 ms
237 ms: 1.02x faster
async_tree_eager_cpu_io_mixed
373 ms
369 ms: 1.01x faster
async_tree_eager_cpu_io_mixed_tg
347 ms
345 ms: 1.01x faster
async_tree_eager
69.9 ms
81.9 ms: 1.17x slower
async_tree_eager_tg
47.4 ms
55.6 ms: 1.17x slower
Geometric mean
(ref)
1.22x faster
Benchmarks with tag 'math':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250117-darwin-arm64-python-3829104ab412a47bf3f3-3.14.0a4+-3829104
float
55.8 ms
47.1 ms: 1.18x faster
pidigits
284 ms
280 ms: 1.01x faster
nbody
73.6 ms
87.0 ms: 1.18x slower
Geometric mean
(ref)
1.00x faster
Benchmarks with tag 'regex':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250117-darwin-arm64-python-3829104ab412a47bf3f3-3.14.0a4+-3829104
regex_effbot
2.63 ms
2.08 ms: 1.26x faster
regex_v8
17.0 ms
15.6 ms: 1.09x faster
regex_dna
149 ms
138 ms: 1.08x faster
regex_compile
78.3 ms
75.0 ms: 1.04x faster
Geometric mean
(ref)
1.12x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250117-darwin-arm64-python-3829104ab412a47bf3f3-3.14.0a4+-3829104
xml_etree_iterparse
74.2 ms
62.5 ms: 1.19x faster
tomli_loads
1.57 sec
1.37 sec: 1.15x faster
xml_etree_parse
108 ms
99.8 ms: 1.08x faster
unpickle_pure_python
165 us
154 us: 1.08x faster
xml_etree_generate
57.1 ms
56.0 ms: 1.02x faster
xml_etree_process
41.3 ms
41.0 ms: 1.01x faster
pickle_pure_python
215 us
222 us: 1.03x slower
json_loads
17.0 us
17.7 us: 1.04x slower
json_dumps
6.47 ms
7.69 ms: 1.19x slower
Geometric mean
(ref)
1.03x faster
Benchmarks with tag 'startup':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250117-darwin-arm64-python-3829104ab412a47bf3f3-3.14.0a4+-3829104
python_startup
18.8 ms
20.6 ms: 1.10x slower
python_startup_no_site
13.7 ms
16.0 ms: 1.16x slower
Geometric mean
(ref)
1.13x slower
Benchmarks with tag 'template':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250117-darwin-arm64-python-3829104ab412a47bf3f3-3.14.0a4+-3829104
genshi_text
16.9 ms
15.9 ms: 1.07x faster
genshi_xml
34.1 ms
32.3 ms: 1.05x faster
django_template
20.5 ms
23.9 ms: 1.17x slower
mako
7.75 ms
9.93 ms: 1.28x slower
Geometric mean
(ref)
1.07x slower
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250117-darwin-arm64-python-3829104ab412a47bf3f3-3.14.0a4+-3829104
async_tree_memoization_tg
288 ms
173 ms: 1.66x faster
async_tree_io_tg
500 ms
305 ms: 1.64x faster
async_tree_eager_io_tg
479 ms
294 ms: 1.63x faster
async_tree_eager_io
511 ms
316 ms: 1.62x faster
async_tree_io
508 ms
331 ms: 1.53x faster
async_tree_none_tg
198 ms
134 ms: 1.48x faster
create_gc_cycles
1.19 ms
814 us: 1.46x faster
deepcopy
236 us
173 us: 1.37x faster
async_tree_memoization
268 ms
197 ms: 1.36x faster
async_tree_none
212 ms
159 ms: 1.33x faster
generators
31.9 ms
24.0 ms: 1.33x faster
go
117 ms
91.3 ms: 1.28x faster
gc_traversal
2.94 ms
2.31 ms: 1.27x faster
deepcopy_memo
27.4 us
21.6 us: 1.27x faster
regex_effbot
2.63 ms
2.08 ms: 1.26x faster
sqlite_synth
1.55 us
1.30 us: 1.19x faster
coroutines
20.0 ms
16.9 ms: 1.19x faster
xml_etree_iterparse
74.2 ms
62.5 ms: 1.19x faster
float
55.8 ms
47.1 ms: 1.18x faster
html5lib
36.7 ms
31.0 ms: 1.18x faster
deepcopy_reduce
2.09 us
1.78 us: 1.18x faster
async_tree_cpu_io_mixed_tg
448 ms
383 ms: 1.17x faster
scimark_sor
106 ms
90.7 ms: 1.17x faster
tomli_loads
1.57 sec
1.37 sec: 1.15x faster
pyflate
352 ms
309 ms: 1.14x faster
async_tree_cpu_io_mixed
459 ms
406 ms: 1.13x faster
async_generators
294 ms
261 ms: 1.13x faster
async_tree_eager_memoization
168 ms
151 ms: 1.11x faster
pycparser
701 ms
635 ms: 1.10x faster
regex_v8
17.0 ms
15.6 ms: 1.09x faster
regex_dna
149 ms
138 ms: 1.08x faster
xml_etree_parse
108 ms
99.8 ms: 1.08x faster
pylint
180 ms
167 ms: 1.08x faster
unpickle_pure_python
165 us
154 us: 1.08x faster
bpe_tokeniser
3.26 sec
3.03 sec: 1.07x faster
genshi_text
16.9 ms
15.9 ms: 1.07x faster
async_tree_eager_memoization_tg
138 ms
130 ms: 1.06x faster
genshi_xml
34.1 ms
32.3 ms: 1.05x faster
spectral_norm
76.5 ms
72.7 ms: 1.05x faster
regex_compile
78.3 ms
75.0 ms: 1.04x faster
docutils
1.44 sec
1.40 sec: 1.03x faster
json
3.04 ms
2.97 ms: 1.03x faster
nqueens
61.8 ms
60.3 ms: 1.03x faster
asyncio_websockets
242 ms
237 ms: 1.02x faster
xml_etree_generate
57.1 ms
56.0 ms: 1.02x faster
pathlib
23.2 ms
22.8 ms: 1.02x faster
hexiom
4.87 ms
4.80 ms: 1.01x faster
richards
36.2 ms
35.7 ms: 1.01x faster
scimark_monte_carlo
50.4 ms
49.8 ms: 1.01x faster
pidigits
284 ms
280 ms: 1.01x faster
async_tree_eager_cpu_io_mixed
373 ms
369 ms: 1.01x faster
sqlglot_optimize
34.7 ms
34.3 ms: 1.01x faster
xml_etree_process
41.3 ms
41.0 ms: 1.01x faster
async_tree_eager_cpu_io_mixed_tg
347 ms
345 ms: 1.01x faster
sqlglot_normalize
188 ms
187 ms: 1.00x faster
pprint_pformat
1.10 sec
1.10 sec: 1.00x faster
shortest_path
345 ms
350 ms: 1.01x slower
dulwich_log
28.7 ms
29.1 ms: 1.01x slower
2to3
179 ms
182 ms: 1.02x slower
fannkuch
279 ms
284 ms: 1.02x slower
telco
4.84 ms
4.94 ms: 1.02x slower
bench_mp_pool
64.7 ms
66.1 ms: 1.02x slower
sqlglot_transpile
1.04 ms
1.06 ms: 1.02x slower
richards_super
39.2 ms
40.3 ms: 1.03x slower
logging_simple
3.56 us
3.66 us: 1.03x slower
connected_components
319 ms
329 ms: 1.03x slower
sqlglot_parse
852 us
879 us: 1.03x slower
pickle_pure_python
215 us
222 us: 1.03x slower
json_loads
17.0 us
17.7 us: 1.04x slower
mdp
1.50 sec
1.57 sec: 1.05x slower
chaos
41.1 ms
43.0 ms: 1.05x slower
logging_format
3.85 us
4.07 us: 1.06x slower
sympy_sum
75.1 ms
79.7 ms: 1.06x slower
scimark_fft
200 ms
212 ms: 1.06x slower
crypto_pyaes
55.3 ms
58.7 ms: 1.06x slower
sympy_expand
248 ms
264 ms: 1.07x slower
thrift
466 us
497 us: 1.07x slower
meteor_contest
74.0 ms
79.0 ms: 1.07x slower
sympy_str
146 ms
156 ms: 1.07x slower
deltablue
2.65 ms
2.86 ms: 1.08x slower
sympy_integrate
11.3 ms
12.3 ms: 1.08x slower
sqlalchemy_imperative
6.69 ms
7.26 ms: 1.08x slower
python_startup
18.8 ms
20.6 ms: 1.10x slower
comprehensions
12.0 us
13.3 us: 1.11x slower
many_optionals
409 us
454 us: 1.11x slower
logging_silent
71.0 ns
79.8 ns: 1.12x slower
typing_runtime_protocols
101 us
113 us: 1.13x slower
sqlalchemy_declarative
59.0 ms
67.2 ms: 1.14x slower
raytrace
181 ms
211 ms: 1.16x slower
python_startup_no_site
13.7 ms
16.0 ms: 1.16x slower
django_template
20.5 ms
23.9 ms: 1.17x slower
scimark_lu
75.9 ms
88.6 ms: 1.17x slower
async_tree_eager
69.9 ms
81.9 ms: 1.17x slower
async_tree_eager_tg
47.4 ms
55.6 ms: 1.17x slower
coverage
46.2 ms
54.3 ms: 1.17x slower
nbody
73.6 ms
87.0 ms: 1.18x slower
json_dumps
6.47 ms
7.69 ms: 1.19x slower
scimark_sparse_mat_mult
2.98 ms
3.63 ms: 1.22x slower
mako
7.75 ms
9.93 ms: 1.28x slower
subparsers
9.44 ms
12.8 ms: 1.36x slower
bench_thread_pool
503 us
786 us: 1.56x slower
Geometric mean
(ref)
1.04x faster
Benchmark hidden because not significant (3): sphinx, pprint_safe_repr, k_core
Ignored benchmarks (6) of results/bm-20241007-3.13.0-60403a5/bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5.json: chameleon, dask, djangocms, gevent_hub, gunicorn, tornado_http
Geometric mean (including insignificant results): 1.044x faster
Reliability score: 98.38% 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