fork: python
ref: f6cc7c8bd01d8468af70
machine: darwin-arm64
commit hash: f6cc7c8
commit date: 2024-10-26
overall geometric mean: 1.08x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.06x faster
Memory change: 1.17x
Benchmarks with tag 'apps':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
2to3
169 ms
160 ms: 1.06x faster
docutils
1.50 sec
1.40 sec: 1.07x faster
Geometric mean
(ref)
1.03x faster
Benchmark hidden because not significant (1): tornado_http
Benchmarks with tag 'asyncio':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
async_tree_memoization_tg
323 ms
236 ms: 1.37x faster
async_tree_none
266 ms
199 ms: 1.34x faster
async_tree_memoization
312 ms
249 ms: 1.25x faster
async_tree_none_tg
258 ms
217 ms: 1.19x faster
async_tree_cpu_io_mixed
526 ms
457 ms: 1.15x faster
async_tree_io
668 ms
583 ms: 1.15x faster
async_tree_cpu_io_mixed_tg
532 ms
469 ms: 1.14x faster
async_tree_io_tg
669 ms
611 ms: 1.10x faster
Geometric mean
(ref)
1.21x faster
Benchmarks with tag 'math':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
float
55.8 ms
49.8 ms: 1.12x faster
nbody
68.8 ms
66.0 ms: 1.04x faster
pidigits
282 ms
283 ms: 1.01x slower
Geometric mean
(ref)
1.05x faster
Benchmarks with tag 'regex':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
regex_compile
77.9 ms
68.1 ms: 1.14x faster
regex_dna
154 ms
142 ms: 1.09x faster
regex_effbot
2.64 ms
2.45 ms: 1.08x faster
regex_v8
16.0 ms
16.6 ms: 1.04x slower
Geometric mean
(ref)
1.07x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
pickle_pure_python
200 us
183 us: 1.09x faster
xml_etree_generate
55.8 ms
52.3 ms: 1.07x faster
xml_etree_process
39.7 ms
37.2 ms: 1.07x faster
unpickle_pure_python
151 us
142 us: 1.06x faster
json_loads
17.2 us
16.6 us: 1.04x faster
xml_etree_iterparse
74.0 ms
74.6 ms: 1.01x slower
xml_etree_parse
106 ms
108 ms: 1.01x slower
tomli_loads
1.39 sec
1.49 sec: 1.07x slower
json_dumps
6.22 ms
7.18 ms: 1.15x slower
Geometric mean
(ref)
1.01x faster
Benchmarks with tag 'startup':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
python_startup_no_site
9.37 ms
14.3 ms: 1.53x slower
python_startup
11.4 ms
18.9 ms: 1.66x slower
Geometric mean
(ref)
1.59x slower
Benchmarks with tag 'template':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
django_template
22.3 ms
19.9 ms: 1.12x faster
mako
7.71 ms
6.97 ms: 1.11x faster
Geometric mean
(ref)
1.12x faster
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
asyncio_websockets
409 ms
242 ms: 1.69x faster
deepcopy_memo
27.7 us
17.0 us: 1.63x faster
deepcopy
235 us
145 us: 1.62x faster
generators
31.1 ms
20.1 ms: 1.55x faster
raytrace
212 ms
154 ms: 1.38x faster
async_tree_memoization_tg
323 ms
236 ms: 1.37x faster
deepcopy_reduce
2.07 us
1.54 us: 1.35x faster
async_tree_none
266 ms
199 ms: 1.34x faster
comprehensions
14.5 us
11.4 us: 1.28x faster
async_tree_memoization
312 ms
249 ms: 1.25x faster
logging_silent
76.4 ns
60.9 ns: 1.25x faster
go
102 ms
82.4 ms: 1.23x faster
logging_simple
3.69 us
3.03 us: 1.21x faster
deltablue
2.71 ms
2.24 ms: 1.21x faster
logging_format
3.98 us
3.31 us: 1.21x faster
async_tree_none_tg
258 ms
217 ms: 1.19x faster
coroutines
19.2 ms
16.5 ms: 1.16x faster
chaos
42.5 ms
36.8 ms: 1.16x faster
async_tree_cpu_io_mixed
526 ms
457 ms: 1.15x faster
async_tree_io
668 ms
583 ms: 1.15x faster
regex_compile
77.9 ms
68.1 ms: 1.14x faster
nqueens
62.4 ms
54.8 ms: 1.14x faster
sqlglot_parse
848 us
746 us: 1.14x faster
async_tree_cpu_io_mixed_tg
532 ms
469 ms: 1.14x faster
scimark_lu
76.0 ms
67.0 ms: 1.13x faster
sqlglot_transpile
1.02 ms
902 us: 1.13x faster
django_template
22.3 ms
19.9 ms: 1.12x faster
float
55.8 ms
49.8 ms: 1.12x faster
sqlglot_normalize
186 ms
166 ms: 1.12x faster
sqlalchemy_declarative
62.3 ms
56.0 ms: 1.11x faster
bench_thread_pool
504 us
453 us: 1.11x faster
sympy_sum
77.6 ms
69.8 ms: 1.11x faster
scimark_sparse_mat_mult
3.14 ms
2.82 ms: 1.11x faster
mako
7.71 ms
6.97 ms: 1.11x faster
sympy_str
148 ms
134 ms: 1.10x faster
pathlib
24.2 ms
22.0 ms: 1.10x faster
hexiom
4.54 ms
4.13 ms: 1.10x faster
async_generators
304 ms
277 ms: 1.10x faster
async_tree_io_tg
669 ms
611 ms: 1.10x faster
sqlglot_optimize
34.0 ms
31.1 ms: 1.09x faster
pickle_pure_python
200 us
183 us: 1.09x faster
spectral_norm
76.4 ms
70.0 ms: 1.09x faster
regex_dna
154 ms
142 ms: 1.09x faster
pprint_safe_repr
497 ms
459 ms: 1.08x faster
pprint_pformat
1.01 sec
935 ms: 1.08x faster
dulwich_log
29.8 ms
27.6 ms: 1.08x faster
regex_effbot
2.64 ms
2.45 ms: 1.08x faster
docutils
1.50 sec
1.40 sec: 1.07x faster
mdp
1.58 sec
1.48 sec: 1.07x faster
xml_etree_generate
55.8 ms
52.3 ms: 1.07x faster
xml_etree_process
39.7 ms
37.2 ms: 1.07x faster
sympy_expand
241 ms
226 ms: 1.07x faster
pycparser
677 ms
635 ms: 1.07x faster
json
3.09 ms
2.90 ms: 1.06x faster
unpickle_pure_python
151 us
142 us: 1.06x faster
2to3
169 ms
160 ms: 1.06x faster
sqlalchemy_imperative
6.68 ms
6.36 ms: 1.05x faster
nbody
68.8 ms
66.0 ms: 1.04x faster
richards_super
36.0 ms
34.6 ms: 1.04x faster
json_loads
17.2 us
16.6 us: 1.04x faster
sympy_integrate
11.4 ms
11.0 ms: 1.03x faster
richards
32.1 ms
31.1 ms: 1.03x faster
scimark_fft
195 ms
192 ms: 1.02x faster
scimark_monte_carlo
45.0 ms
44.2 ms: 1.02x faster
meteor_contest
71.7 ms
70.6 ms: 1.02x faster
crypto_pyaes
51.9 ms
51.7 ms: 1.00x faster
pidigits
282 ms
283 ms: 1.01x slower
xml_etree_iterparse
74.0 ms
74.6 ms: 1.01x slower
xml_etree_parse
106 ms
108 ms: 1.01x slower
pyflate
316 ms
326 ms: 1.03x slower
regex_v8
16.0 ms
16.6 ms: 1.04x slower
tomli_loads
1.39 sec
1.49 sec: 1.07x slower
fannkuch
248 ms
267 ms: 1.08x slower
scimark_sor
87.4 ms
96.1 ms: 1.10x slower
coverage
38.9 ms
43.7 ms: 1.13x slower
json_dumps
6.22 ms
7.18 ms: 1.15x slower
gc_traversal
2.40 ms
2.93 ms: 1.22x slower
telco
3.68 ms
4.59 ms: 1.25x slower
bench_mp_pool
44.9 ms
59.9 ms: 1.33x slower
python_startup_no_site
9.37 ms
14.3 ms: 1.53x slower
python_startup
11.4 ms
18.9 ms: 1.66x slower
create_gc_cycles
701 us
1.31 ms: 1.87x slower
Geometric mean
(ref)
1.08x faster
Benchmark hidden because not significant (2): typing_runtime_protocols, tornado_http
Ignored benchmarks (14) of results/bm-20231002-3.12.0-0fb18b0/bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0.json: aiohttp, asyncio_tcp, asyncio_tcp_ssl, chameleon, dask, gunicorn, mypy2, pickle, pickle_dict, pickle_list, sqlite_synth, unpack_sequence, unpickle, unpickle_list
Ignored benchmarks (15) of results/bm-20241026-3.14.0a1+-f6cc7c8/bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8.json: 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, bpe_tokeniser, genshi_text, genshi_xml, html5lib, pylint, sphinx, thrift
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.07x
95% likely to have a speedup of 1.06x
99% likely to have a speedup of 1.06x