fork: python
ref: f6cc7c8bd01d8468af70
machine: darwin-arm64
commit hash: f6cc7c8
commit date: 2024-10-26
overall geometric mean: 1.22x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.14x faster
Memory change: 1.42x
Benchmarks with tag 'apps':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
2to3
192 ms
184 ms: 1.04x faster
docutils
1.73 sec
1.57 sec: 1.10x faster
html5lib
42.4 ms
32.6 ms: 1.30x faster
Geometric mean
(ref)
1.13x faster
Benchmark hidden because not significant (1): tornado_http
Benchmarks with tag 'asyncio':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
async_tree_none
388 ms
201 ms: 1.93x faster
async_tree_memoization
474 ms
245 ms: 1.93x faster
async_tree_io
980 ms
582 ms: 1.68x faster
async_tree_cpu_io_mixed
649 ms
459 ms: 1.41x faster
Geometric mean
(ref)
1.73x faster
Benchmarks with tag 'math':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
float
69.0 ms
48.7 ms: 1.42x faster
nbody
93.0 ms
65.9 ms: 1.41x faster
pidigits
282 ms
283 ms: 1.00x slower
Geometric mean
(ref)
1.26x faster
Benchmarks with tag 'regex':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
regex_compile
95.3 ms
75.3 ms: 1.27x faster
regex_dna
174 ms
143 ms: 1.22x faster
regex_v8
17.1 ms
16.8 ms: 1.02x faster
regex_effbot
2.46 ms
2.48 ms: 1.01x slower
Geometric mean
(ref)
1.12x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
pickle_pure_python
281 us
179 us: 1.57x faster
unpickle_pure_python
194 us
134 us: 1.45x faster
tomli_loads
1.71 sec
1.26 sec: 1.36x faster
xml_etree_process
46.5 ms
34.8 ms: 1.33x faster
json_dumps
8.11 ms
7.13 ms: 1.14x faster
xml_etree_generate
53.5 ms
49.6 ms: 1.08x faster
json_loads
16.4 us
16.6 us: 1.01x slower
xml_etree_iterparse
72.1 ms
72.8 ms: 1.01x slower
Geometric mean
(ref)
1.19x faster
Benchmark hidden because not significant (1): xml_etree_parse
Benchmarks with tag 'startup':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
python_startup
10.9 ms
18.8 ms: 1.73x slower
python_startup_no_site
7.91 ms
14.4 ms: 1.83x slower
Geometric mean
(ref)
1.78x slower
Benchmarks with tag 'template':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
mako
9.87 ms
6.44 ms: 1.53x faster
django_template
26.4 ms
22.9 ms: 1.15x faster
genshi_text
17.3 ms
16.8 ms: 1.03x faster
genshi_xml
33.8 ms
42.4 ms: 1.25x slower
Geometric mean
(ref)
1.10x faster
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
typing_runtime_protocols
323 us
98.5 us: 3.28x faster
deltablue
4.91 ms
2.41 ms: 2.04x faster
deepcopy_memo
34.7 us
17.1 us: 2.03x faster
async_tree_none
388 ms
201 ms: 1.93x faster
async_tree_memoization
474 ms
245 ms: 1.93x faster
deepcopy
272 us
155 us: 1.75x faster
raytrace
301 ms
173 ms: 1.74x faster
asyncio_websockets
410 ms
242 ms: 1.70x faster
async_tree_io
980 ms
582 ms: 1.68x faster
logging_silent
117 ns
70.9 ns: 1.65x faster
chaos
65.8 ms
41.9 ms: 1.57x faster
pickle_pure_python
281 us
179 us: 1.57x faster
scimark_lu
103 ms
65.8 ms: 1.56x faster
mako
9.87 ms
6.44 ms: 1.53x faster
richards_super
57.8 ms
37.8 ms: 1.53x faster
go
151 ms
98.8 ms: 1.53x faster
deepcopy_reduce
2.33 us
1.55 us: 1.50x faster
scimark_sor
128 ms
87.0 ms: 1.47x faster
unpickle_pure_python
194 us
134 us: 1.45x faster
scimark_monte_carlo
65.6 ms
45.8 ms: 1.43x faster
richards
48.7 ms
34.0 ms: 1.43x faster
float
69.0 ms
48.7 ms: 1.42x faster
async_tree_cpu_io_mixed
649 ms
459 ms: 1.41x faster
sqlglot_parse
1.24 ms
880 us: 1.41x faster
nbody
93.0 ms
65.9 ms: 1.41x faster
logging_simple
4.45 us
3.18 us: 1.40x faster
logging_format
4.83 us
3.46 us: 1.40x faster
tomli_loads
1.71 sec
1.26 sec: 1.36x faster
spectral_norm
94.8 ms
70.1 ms: 1.35x faster
sqlglot_transpile
1.44 ms
1.07 ms: 1.35x faster
sqlalchemy_imperative
8.86 ms
6.59 ms: 1.34x faster
thrift
572 us
426 us: 1.34x faster
xml_etree_process
46.5 ms
34.8 ms: 1.33x faster
crypto_pyaes
71.8 ms
54.6 ms: 1.32x faster
html5lib
42.4 ms
32.6 ms: 1.30x faster
pyflate
427 ms
332 ms: 1.29x faster
pylint
277 ms
215 ms: 1.28x faster
pprint_pformat
1.30 sec
1.02 sec: 1.28x faster
generators
32.3 ms
25.3 ms: 1.28x faster
pprint_safe_repr
641 ms
502 ms: 1.28x faster
pycparser
877 ms
689 ms: 1.27x faster
comprehensions
16.9 us
13.3 us: 1.27x faster
regex_compile
95.3 ms
75.3 ms: 1.27x faster
coroutines
20.7 ms
16.6 ms: 1.25x faster
hexiom
6.19 ms
5.00 ms: 1.24x faster
regex_dna
174 ms
143 ms: 1.22x faster
dulwich_log
35.3 ms
29.3 ms: 1.21x faster
sqlalchemy_declarative
73.3 ms
61.8 ms: 1.19x faster
scimark_fft
224 ms
190 ms: 1.18x faster
django_template
26.4 ms
22.9 ms: 1.15x faster
fannkuch
303 ms
263 ms: 1.15x faster
sympy_sum
92.2 ms
80.2 ms: 1.15x faster
json_dumps
8.11 ms
7.13 ms: 1.14x faster
bench_thread_pool
527 us
474 us: 1.11x faster
docutils
1.73 sec
1.57 sec: 1.10x faster
pathlib
24.5 ms
22.4 ms: 1.09x faster
sympy_str
165 ms
152 ms: 1.09x faster
nqueens
63.8 ms
58.8 ms: 1.08x faster
sympy_expand
269 ms
249 ms: 1.08x faster
json
3.08 ms
2.86 ms: 1.08x faster
xml_etree_generate
53.5 ms
49.6 ms: 1.08x faster
scimark_sparse_mat_mult
3.42 ms
3.18 ms: 1.08x faster
mdp
1.63 sec
1.56 sec: 1.05x faster
sympy_integrate
13.1 ms
12.6 ms: 1.04x faster
2to3
192 ms
184 ms: 1.04x faster
meteor_contest
77.7 ms
75.2 ms: 1.03x faster
genshi_text
17.3 ms
16.8 ms: 1.03x faster
regex_v8
17.1 ms
16.8 ms: 1.02x faster
sqlglot_normalize
190 ms
187 ms: 1.02x faster
pidigits
282 ms
283 ms: 1.00x slower
json_loads
16.4 us
16.6 us: 1.01x slower
xml_etree_iterparse
72.1 ms
72.8 ms: 1.01x slower
regex_effbot
2.46 ms
2.48 ms: 1.01x slower
sqlglot_optimize
36.8 ms
37.7 ms: 1.03x slower
coverage
41.5 ms
43.9 ms: 1.06x slower
gc_traversal
2.36 ms
2.94 ms: 1.24x slower
genshi_xml
33.8 ms
42.4 ms: 1.25x slower
telco
3.49 ms
4.45 ms: 1.27x slower
async_generators
231 ms
295 ms: 1.28x slower
create_gc_cycles
860 us
1.32 ms: 1.53x slower
bench_mp_pool
37.4 ms
62.2 ms: 1.66x slower
python_startup
10.9 ms
18.8 ms: 1.73x slower
python_startup_no_site
7.91 ms
14.4 ms: 1.83x slower
Geometric mean
(ref)
1.22x faster
Benchmark hidden because not significant (2): tornado_http, xml_etree_parse
Ignored benchmarks (15) of results/bm-20220323-3.10.4-9d38120/bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120.json: aiohttp, asyncio_tcp, asyncio_tcp_ssl, chameleon, dask, flaskblogging, gunicorn, mypy2, pickle, pickle_dict, pickle_list, sqlite_synth, unpack_sequence, unpickle, unpickle_list
Ignored benchmarks (14) of results/bm-20241026-3.14.0a1+-f6cc7c8-JIT/bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8.json: async_tree_cpu_io_mixed_tg, async_tree_eager, async_tree_eager_cpu_io_mixed, async_tree_eager_cpu_io_mixed_tg, async_tree_eager_io, async_tree_eager_io_tg, async_tree_eager_memoization, async_tree_eager_memoization_tg, async_tree_eager_tg, async_tree_io_tg, async_tree_memoization_tg, async_tree_none_tg, bpe_tokeniser, sphinx
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.18x
95% likely to have a speedup of 1.16x
99% likely to have a speedup of 1.14x