fork: python
ref: 29f8a67ae00081a36fdc
machine: darwin-arm64
commit hash: 29f8a67
commit date: 2025-02-08
overall geometric mean: 1.093x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.06x faster
Memory change: 1.08x
Benchmarks with tag 'apps':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250208-darwin-arm64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
2to3
179 ms
163 ms: 1.10x faster
docutils
1.44 sec
1.41 sec: 1.02x faster
html5lib
36.7 ms
29.2 ms: 1.26x faster
sphinx
602 ms
566 ms: 1.06x faster
Geometric mean
(ref)
1.11x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250208-darwin-arm64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
async_tree_memoization_tg
288 ms
196 ms: 1.46x faster
async_tree_eager_io
511 ms
362 ms: 1.41x faster
async_tree_io_tg
500 ms
366 ms: 1.37x faster
async_tree_memoization
268 ms
197 ms: 1.36x faster
async_tree_io
508 ms
381 ms: 1.33x faster
async_tree_none
212 ms
161 ms: 1.32x faster
async_tree_none_tg
198 ms
156 ms: 1.27x faster
async_tree_eager_io_tg
479 ms
377 ms: 1.27x faster
coroutines
20.0 ms
15.9 ms: 1.26x faster
async_tree_eager_memoization
168 ms
141 ms: 1.19x faster
async_generators
294 ms
252 ms: 1.16x faster
async_tree_eager
69.9 ms
62.6 ms: 1.12x faster
async_tree_cpu_io_mixed
459 ms
415 ms: 1.11x faster
async_tree_cpu_io_mixed_tg
448 ms
417 ms: 1.07x faster
async_tree_eager_cpu_io_mixed
373 ms
360 ms: 1.04x faster
asyncio_websockets
242 ms
242 ms: 1.00x faster
async_tree_eager_cpu_io_mixed_tg
347 ms
393 ms: 1.13x slower
async_tree_eager_memoization_tg
138 ms
175 ms: 1.27x slower
async_tree_eager_tg
47.4 ms
132 ms: 2.78x slower
Geometric mean
(ref)
1.10x faster
Benchmarks with tag 'math':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250208-darwin-arm64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
float
55.8 ms
46.9 ms: 1.19x faster
nbody
73.6 ms
71.1 ms: 1.03x faster
pidigits
284 ms
283 ms: 1.00x faster
Geometric mean
(ref)
1.07x faster
Benchmarks with tag 'regex':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250208-darwin-arm64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
regex_compile
78.3 ms
67.1 ms: 1.17x faster
regex_effbot
2.63 ms
2.36 ms: 1.11x faster
regex_dna
149 ms
144 ms: 1.03x faster
regex_v8
17.0 ms
17.1 ms: 1.01x slower
Geometric mean
(ref)
1.07x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250208-darwin-arm64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
tomli_loads
1.57 sec
1.20 sec: 1.30x faster
unpickle_pure_python
165 us
143 us: 1.16x faster
pickle_pure_python
215 us
199 us: 1.08x faster
xml_etree_process
41.3 ms
38.6 ms: 1.07x faster
xml_etree_generate
57.1 ms
53.4 ms: 1.07x faster
xml_etree_parse
108 ms
102 ms: 1.06x faster
xml_etree_iterparse
74.2 ms
70.4 ms: 1.05x faster
json_loads
17.0 us
17.7 us: 1.04x slower
json_dumps
6.47 ms
7.29 ms: 1.13x slower
Geometric mean
(ref)
1.07x faster
Benchmarks with tag 'startup':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250208-darwin-arm64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
python_startup
18.8 ms
18.6 ms: 1.01x faster
Geometric mean
(ref)
1.00x faster
Benchmark hidden because not significant (1): python_startup_no_site
Benchmarks with tag 'template':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250208-darwin-arm64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
genshi_text
16.9 ms
13.5 ms: 1.25x faster
genshi_xml
34.1 ms
28.4 ms: 1.20x faster
mako
7.75 ms
7.37 ms: 1.05x faster
django_template
20.5 ms
20.8 ms: 1.02x slower
Geometric mean
(ref)
1.12x faster
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20250208-darwin-arm64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
deepcopy
236 us
148 us: 1.59x faster
deepcopy_memo
27.4 us
18.4 us: 1.49x faster
go
117 ms
79.6 ms: 1.47x faster
async_tree_memoization_tg
288 ms
196 ms: 1.46x faster
async_tree_eager_io
511 ms
362 ms: 1.41x faster
generators
31.9 ms
22.9 ms: 1.39x faster
async_tree_io_tg
500 ms
366 ms: 1.37x faster
async_tree_memoization
268 ms
197 ms: 1.36x faster
scimark_sor
106 ms
78.1 ms: 1.35x faster
async_tree_io
508 ms
381 ms: 1.33x faster
deepcopy_reduce
2.09 us
1.58 us: 1.32x faster
async_tree_none
212 ms
161 ms: 1.32x faster
tomli_loads
1.57 sec
1.20 sec: 1.30x faster
async_tree_none_tg
198 ms
156 ms: 1.27x faster
async_tree_eager_io_tg
479 ms
377 ms: 1.27x faster
coroutines
20.0 ms
15.9 ms: 1.26x faster
html5lib
36.7 ms
29.2 ms: 1.26x faster
spectral_norm
76.5 ms
61.0 ms: 1.25x faster
genshi_text
16.9 ms
13.5 ms: 1.25x faster
pyflate
352 ms
288 ms: 1.22x faster
genshi_xml
34.1 ms
28.4 ms: 1.20x faster
async_tree_eager_memoization
168 ms
141 ms: 1.19x faster
float
55.8 ms
46.9 ms: 1.19x faster
pprint_pformat
1.10 sec
931 ms: 1.18x faster
scimark_monte_carlo
50.4 ms
42.7 ms: 1.18x faster
pprint_safe_repr
541 ms
462 ms: 1.17x faster
regex_compile
78.3 ms
67.1 ms: 1.17x faster
scimark_fft
200 ms
172 ms: 1.16x faster
async_generators
294 ms
252 ms: 1.16x faster
unpickle_pure_python
165 us
143 us: 1.16x faster
richards
36.2 ms
31.7 ms: 1.14x faster
pylint
180 ms
159 ms: 1.13x faster
deltablue
2.65 ms
2.34 ms: 1.13x faster
sqlglot_transpile
1.04 ms
919 us: 1.13x faster
hexiom
4.87 ms
4.31 ms: 1.13x faster
bpe_tokeniser
3.26 sec
2.89 sec: 1.13x faster
async_tree_eager
69.9 ms
62.6 ms: 1.12x faster
logging_simple
3.56 us
3.19 us: 1.12x faster
sqlglot_parse
852 us
763 us: 1.12x faster
regex_effbot
2.63 ms
2.36 ms: 1.11x faster
async_tree_cpu_io_mixed
459 ms
415 ms: 1.11x faster
logging_format
3.85 us
3.49 us: 1.10x faster
fannkuch
279 ms
254 ms: 1.10x faster
2to3
179 ms
163 ms: 1.10x faster
bench_mp_pool
64.7 ms
59.2 ms: 1.09x faster
richards_super
39.2 ms
35.9 ms: 1.09x faster
typing_runtime_protocols
101 us
92.4 us: 1.09x faster
scimark_sparse_mat_mult
2.98 ms
2.75 ms: 1.09x faster
pycparser
701 ms
647 ms: 1.08x faster
logging_silent
71.0 ns
65.9 ns: 1.08x faster
sqlglot_optimize
34.7 ms
32.2 ms: 1.08x faster
pickle_pure_python
215 us
199 us: 1.08x faster
connected_components
319 ms
297 ms: 1.07x faster
async_tree_cpu_io_mixed_tg
448 ms
417 ms: 1.07x faster
xml_etree_process
41.3 ms
38.6 ms: 1.07x faster
xml_etree_generate
57.1 ms
53.4 ms: 1.07x faster
thrift
466 us
436 us: 1.07x faster
k_core
1.61 sec
1.51 sec: 1.07x faster
sympy_expand
248 ms
232 ms: 1.07x faster
shortest_path
345 ms
325 ms: 1.06x faster
telco
4.84 ms
4.55 ms: 1.06x faster
sphinx
602 ms
566 ms: 1.06x faster
xml_etree_parse
108 ms
102 ms: 1.06x faster
sqlglot_normalize
188 ms
177 ms: 1.06x faster
nqueens
61.8 ms
58.3 ms: 1.06x faster
raytrace
181 ms
171 ms: 1.06x faster
chaos
41.1 ms
38.9 ms: 1.06x faster
sympy_str
146 ms
138 ms: 1.06x faster
xml_etree_iterparse
74.2 ms
70.4 ms: 1.05x faster
crypto_pyaes
55.3 ms
52.5 ms: 1.05x faster
meteor_contest
74.0 ms
70.3 ms: 1.05x faster
mako
7.75 ms
7.37 ms: 1.05x faster
dulwich_log
28.7 ms
27.3 ms: 1.05x faster
sqlalchemy_imperative
6.69 ms
6.43 ms: 1.04x faster
scimark_lu
75.9 ms
73.0 ms: 1.04x faster
async_tree_eager_cpu_io_mixed
373 ms
360 ms: 1.04x faster
nbody
73.6 ms
71.1 ms: 1.03x faster
regex_dna
149 ms
144 ms: 1.03x faster
sympy_sum
75.1 ms
73.1 ms: 1.03x faster
bench_thread_pool
503 us
491 us: 1.02x faster
sqlite_synth
1.55 us
1.52 us: 1.02x faster
docutils
1.44 sec
1.41 sec: 1.02x faster
json
3.04 ms
2.99 ms: 1.02x faster
sqlalchemy_declarative
59.0 ms
58.1 ms: 1.02x faster
comprehensions
12.0 us
11.8 us: 1.01x faster
mdp
1.50 sec
1.48 sec: 1.01x faster
pathlib
23.2 ms
22.9 ms: 1.01x faster
sympy_integrate
11.3 ms
11.2 ms: 1.01x faster
python_startup
18.8 ms
18.6 ms: 1.01x faster
coverage
46.2 ms
46.0 ms: 1.00x faster
asyncio_websockets
242 ms
242 ms: 1.00x faster
pidigits
284 ms
283 ms: 1.00x faster
regex_v8
17.0 ms
17.1 ms: 1.01x slower
django_template
20.5 ms
20.8 ms: 1.02x slower
json_loads
17.0 us
17.7 us: 1.04x slower
gc_traversal
2.94 ms
3.11 ms: 1.06x slower
many_optionals
409 us
432 us: 1.06x slower
create_gc_cycles
1.19 ms
1.28 ms: 1.08x slower
json_dumps
6.47 ms
7.29 ms: 1.13x slower
async_tree_eager_cpu_io_mixed_tg
347 ms
393 ms: 1.13x slower
subparsers
9.44 ms
11.8 ms: 1.25x slower
async_tree_eager_memoization_tg
138 ms
175 ms: 1.27x slower
async_tree_eager_tg
47.4 ms
132 ms: 2.78x slower
Geometric mean
(ref)
1.09x faster
Benchmark hidden because not significant (2): dask, python_startup_no_site
Ignored benchmarks (5) of results/bm-20241007-3.13.0-60403a5/bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5.json: chameleon, djangocms, gevent_hub, gunicorn, tornado_http
Ignored benchmarks (8) of results/bm-20250208-3.14.0a4+-29f8a67/bm-20250208-darwin-arm64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67.json: asyncio_tcp, asyncio_tcp_ssl, pickle, pickle_dict, pickle_list, unpack_sequence, unpickle, unpickle_list
Geometric mean (including insignificant results): 1.093x faster
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.06x
95% likely to have a speedup of 1.06x
99% likely to have a speedup of 1.06x