fork: python
ref: 29f8a67ae00081a36fdc
machine: darwin-arm64
commit hash: 29f8a67
commit date: 2025-02-08
overall geometric mean: 1.084x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.04x faster
Memory change: 1.09x
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
167 ms: 1.07x faster
docutils
1.44 sec
1.45 sec: 1.00x slower
html5lib
36.7 ms
29.4 ms: 1.25x faster
sphinx
602 ms
567 ms: 1.06x faster
Geometric mean
(ref)
1.09x 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
361 ms: 1.42x faster
async_tree_io_tg
500 ms
363 ms: 1.38x faster
async_tree_io
508 ms
372 ms: 1.37x faster
async_tree_memoization
268 ms
197 ms: 1.36x faster
async_tree_none
212 ms
160 ms: 1.32x faster
async_tree_none_tg
198 ms
155 ms: 1.28x faster
async_tree_eager_io_tg
479 ms
376 ms: 1.27x faster
coroutines
20.0 ms
15.8 ms: 1.27x faster
async_tree_eager_memoization
168 ms
145 ms: 1.16x faster
async_tree_cpu_io_mixed
459 ms
415 ms: 1.11x faster
async_generators
294 ms
271 ms: 1.08x faster
async_tree_cpu_io_mixed_tg
448 ms
418 ms: 1.07x faster
async_tree_eager
69.9 ms
65.9 ms: 1.06x faster
async_tree_eager_cpu_io_mixed
373 ms
364 ms: 1.03x faster
asyncio_websockets
242 ms
242 ms: 1.00x faster
async_tree_eager_cpu_io_mixed_tg
347 ms
392 ms: 1.13x slower
async_tree_eager_memoization_tg
138 ms
175 ms: 1.27x slower
async_tree_eager_tg
47.4 ms
131 ms: 2.76x 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
46.8 ms: 1.19x faster
nbody
73.6 ms
65.0 ms: 1.13x faster
Geometric mean
(ref)
1.11x faster
Benchmark hidden because not significant (1): pidigits
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_effbot
2.63 ms
2.25 ms: 1.17x faster
regex_compile
78.3 ms
67.8 ms: 1.16x faster
regex_dna
149 ms
140 ms: 1.06x faster
regex_v8
17.0 ms
16.7 ms: 1.02x faster
Geometric mean
(ref)
1.10x 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
1.21 sec: 1.29x faster
unpickle_pure_python
165 us
130 us: 1.27x faster
xml_etree_process
41.3 ms
35.7 ms: 1.16x faster
xml_etree_generate
57.1 ms
50.3 ms: 1.13x faster
pickle_pure_python
215 us
194 us: 1.10x faster
xml_etree_iterparse
74.2 ms
70.0 ms: 1.06x faster
xml_etree_parse
108 ms
102 ms: 1.06x faster
json_loads
17.0 us
17.7 us: 1.04x slower
json_dumps
6.47 ms
7.26 ms: 1.12x slower
Geometric mean
(ref)
1.10x 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
19.0 ms: 1.01x slower
python_startup_no_site
13.7 ms
14.1 ms: 1.03x slower
Geometric mean
(ref)
1.02x slower
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
mako
7.75 ms
6.48 ms: 1.20x faster
genshi_xml
34.1 ms
29.0 ms: 1.18x faster
django_template
20.5 ms
20.9 ms: 1.02x slower
Geometric mean
(ref)
1.15x 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
149 us: 1.59x faster
deepcopy_memo
27.4 us
18.4 us: 1.49x faster
async_tree_memoization_tg
288 ms
196 ms: 1.46x faster
go
117 ms
80.6 ms: 1.45x faster
async_tree_eager_io
511 ms
361 ms: 1.42x faster
generators
31.9 ms
22.9 ms: 1.40x faster
async_tree_io_tg
500 ms
363 ms: 1.38x faster
async_tree_io
508 ms
372 ms: 1.37x faster
async_tree_memoization
268 ms
197 ms: 1.36x faster
scimark_sor
106 ms
77.9 ms: 1.36x faster
deepcopy_reduce
2.09 us
1.57 us: 1.33x faster
async_tree_none
212 ms
160 ms: 1.32x faster
tomli_loads
1.57 sec
1.21 sec: 1.29x faster
async_tree_none_tg
198 ms
155 ms: 1.28x faster
async_tree_eager_io_tg
479 ms
376 ms: 1.27x faster
unpickle_pure_python
165 us
130 us: 1.27x faster
coroutines
20.0 ms
15.8 ms: 1.27x faster
genshi_text
16.9 ms
13.5 ms: 1.25x faster
html5lib
36.7 ms
29.4 ms: 1.25x faster
pyflate
352 ms
283 ms: 1.24x faster
spectral_norm
76.5 ms
61.6 ms: 1.24x faster
mako
7.75 ms
6.48 ms: 1.20x faster
float
55.8 ms
46.8 ms: 1.19x faster
scimark_monte_carlo
50.4 ms
42.5 ms: 1.19x faster
genshi_xml
34.1 ms
29.0 ms: 1.18x faster
regex_effbot
2.63 ms
2.25 ms: 1.17x faster
scimark_fft
200 ms
172 ms: 1.16x faster
xml_etree_process
41.3 ms
35.7 ms: 1.16x faster
async_tree_eager_memoization
168 ms
145 ms: 1.16x faster
regex_compile
78.3 ms
67.8 ms: 1.16x faster
richards
36.2 ms
31.7 ms: 1.14x faster
xml_etree_generate
57.1 ms
50.3 ms: 1.13x faster
logging_simple
3.56 us
3.14 us: 1.13x faster
bpe_tokeniser
3.26 sec
2.87 sec: 1.13x faster
nbody
73.6 ms
65.0 ms: 1.13x faster
pylint
180 ms
160 ms: 1.12x faster
deltablue
2.65 ms
2.36 ms: 1.12x faster
logging_format
3.85 us
3.44 us: 1.12x faster
async_tree_cpu_io_mixed
459 ms
415 ms: 1.11x faster
pickle_pure_python
215 us
194 us: 1.10x faster
richards_super
39.2 ms
36.1 ms: 1.09x faster
bench_mp_pool
64.7 ms
59.5 ms: 1.09x faster
async_generators
294 ms
271 ms: 1.08x faster
telco
4.84 ms
4.48 ms: 1.08x faster
hexiom
4.87 ms
4.51 ms: 1.08x faster
logging_silent
71.0 ns
65.9 ns: 1.08x faster
thrift
466 us
435 us: 1.07x faster
async_tree_cpu_io_mixed_tg
448 ms
418 ms: 1.07x faster
pprint_pformat
1.10 sec
1.03 sec: 1.07x faster
2to3
179 ms
167 ms: 1.07x faster
pprint_safe_repr
541 ms
508 ms: 1.06x faster
sphinx
602 ms
567 ms: 1.06x faster
async_tree_eager
69.9 ms
65.9 ms: 1.06x faster
xml_etree_iterparse
74.2 ms
70.0 ms: 1.06x faster
regex_dna
149 ms
140 ms: 1.06x faster
typing_runtime_protocols
101 us
95.1 us: 1.06x faster
xml_etree_parse
108 ms
102 ms: 1.06x faster
raytrace
181 ms
172 ms: 1.05x faster
chaos
41.1 ms
39.0 ms: 1.05x faster
sqlglot_optimize
34.7 ms
33.1 ms: 1.05x faster
fannkuch
279 ms
266 ms: 1.05x faster
connected_components
319 ms
304 ms: 1.05x faster
sqlglot_transpile
1.04 ms
996 us: 1.04x faster
pycparser
701 ms
673 ms: 1.04x faster
sympy_expand
248 ms
238 ms: 1.04x faster
crypto_pyaes
55.3 ms
53.2 ms: 1.04x faster
sqlglot_normalize
188 ms
181 ms: 1.04x faster
k_core
1.61 sec
1.56 sec: 1.04x faster
scimark_lu
75.9 ms
73.3 ms: 1.04x faster
sympy_str
146 ms
141 ms: 1.03x faster
sqlglot_parse
852 us
826 us: 1.03x faster
scimark_sparse_mat_mult
2.98 ms
2.89 ms: 1.03x faster
async_tree_eager_cpu_io_mixed
373 ms
364 ms: 1.03x faster
dulwich_log
28.7 ms
28.1 ms: 1.02x faster
regex_v8
17.0 ms
16.7 ms: 1.02x faster
json
3.04 ms
3.00 ms: 1.01x faster
coverage
46.2 ms
45.7 ms: 1.01x faster
bench_thread_pool
503 us
498 us: 1.01x faster
nqueens
61.8 ms
61.2 ms: 1.01x faster
meteor_contest
74.0 ms
73.4 ms: 1.01x faster
sympy_sum
75.1 ms
74.5 ms: 1.01x faster
sqlite_synth
1.55 us
1.54 us: 1.01x faster
sqlalchemy_imperative
6.69 ms
6.66 ms: 1.01x faster
sqlalchemy_declarative
59.0 ms
58.7 ms: 1.01x faster
dask
771 ms
768 ms: 1.00x faster
asyncio_websockets
242 ms
242 ms: 1.00x faster
docutils
1.44 sec
1.45 sec: 1.00x slower
mdp
1.50 sec
1.51 sec: 1.01x slower
python_startup
18.8 ms
19.0 ms: 1.01x slower
sympy_integrate
11.3 ms
11.5 ms: 1.01x slower
django_template
20.5 ms
20.9 ms: 1.02x slower
python_startup_no_site
13.7 ms
14.1 ms: 1.03x slower
json_loads
17.0 us
17.7 us: 1.04x slower
comprehensions
12.0 us
12.5 us: 1.04x slower
gc_traversal
2.94 ms
3.11 ms: 1.06x slower
create_gc_cycles
1.19 ms
1.28 ms: 1.08x slower
many_optionals
409 us
448 us: 1.10x slower
json_dumps
6.47 ms
7.26 ms: 1.12x slower
async_tree_eager_cpu_io_mixed_tg
347 ms
392 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
131 ms: 2.76x slower
Geometric mean
(ref)
1.09x faster
Benchmark hidden because not significant (3): pathlib, shortest_path, pidigits
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-JIT/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): 1.084x faster
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.05x
95% likely to have a speedup of 1.05x
99% likely to have a speedup of 1.04x