fork: python
ref: f6cc7c8bd01d8468af70
machine: darwin-arm64
commit hash: f6cc7c8
commit date: 2024-10-26
overall geometric mean: 1.03x faster
HPT reliability: 98.80%
HPT 99th percentile: 1.00x faster
Memory change: 6.47x
Benchmarks with tag 'apps':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
2to3
178 ms
184 ms: 1.04x slower
docutils
1.44 sec
1.57 sec: 1.09x slower
html5lib
36.6 ms
32.6 ms: 1.13x faster
Geometric mean
(ref)
1.01x slower
Benchmark hidden because not significant (1): tornado_http
Benchmarks with tag 'asyncio':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
async_tree_memoization_tg
291 ms
235 ms: 1.23x faster
coroutines
19.8 ms
16.6 ms: 1.19x faster
async_tree_eager_tg
48.4 ms
43.1 ms: 1.12x faster
async_tree_memoization
270 ms
245 ms: 1.10x faster
async_tree_eager_memoization
169 ms
154 ms: 1.10x faster
async_tree_eager
70.5 ms
64.5 ms: 1.09x faster
async_tree_eager_memoization_tg
139 ms
131 ms: 1.06x faster
async_tree_none
212 ms
201 ms: 1.05x faster
async_tree_eager_cpu_io_mixed_tg
348 ms
336 ms: 1.04x faster
async_tree_eager_cpu_io_mixed
375 ms
363 ms: 1.03x faster
async_generators
294 ms
295 ms: 1.00x slower
async_tree_cpu_io_mixed_tg
447 ms
472 ms: 1.06x slower
async_tree_none_tg
198 ms
214 ms: 1.08x slower
async_tree_io
507 ms
582 ms: 1.15x slower
async_tree_io_tg
500 ms
613 ms: 1.23x slower
async_tree_eager_io
513 ms
671 ms: 1.31x slower
async_tree_eager_io_tg
477 ms
715 ms: 1.50x slower
Geometric mean
(ref)
1.01x slower
Benchmark hidden because not significant (2): async_tree_cpu_io_mixed, asyncio_websockets
Benchmarks with tag 'math':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
float
56.2 ms
48.7 ms: 1.15x faster
nbody
73.9 ms
65.9 ms: 1.12x faster
pidigits
284 ms
283 ms: 1.00x faster
Geometric mean
(ref)
1.09x faster
Benchmarks with tag 'regex':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
regex_effbot
2.63 ms
2.48 ms: 1.06x faster
regex_compile
78.5 ms
75.3 ms: 1.04x faster
regex_dna
148 ms
143 ms: 1.04x faster
regex_v8
16.9 ms
16.8 ms: 1.01x faster
Geometric mean
(ref)
1.04x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
tomli_loads
1.56 sec
1.26 sec: 1.24x faster
unpickle_pure_python
163 us
134 us: 1.22x faster
pickle_pure_python
213 us
179 us: 1.19x faster
xml_etree_process
40.9 ms
34.8 ms: 1.17x faster
xml_etree_generate
56.6 ms
49.6 ms: 1.14x faster
json_loads
16.9 us
16.6 us: 1.02x faster
xml_etree_iterparse
74.2 ms
72.8 ms: 1.02x faster
xml_etree_parse
109 ms
108 ms: 1.01x faster
json_dumps
6.56 ms
7.13 ms: 1.09x 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-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
python_startup_no_site
13.7 ms
14.4 ms: 1.06x slower
python_startup
17.0 ms
18.8 ms: 1.10x slower
Geometric mean
(ref)
1.08x slower
Benchmarks with tag 'template':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
mako
7.68 ms
6.44 ms: 1.19x faster
django_template
22.2 ms
22.9 ms: 1.03x slower
genshi_xml
34.4 ms
42.4 ms: 1.23x slower
Geometric mean
(ref)
1.02x slower
Benchmark hidden because not significant (1): genshi_text
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
deepcopy_memo
27.2 us
17.1 us: 1.60x faster
deepcopy
232 us
155 us: 1.50x faster
deepcopy_reduce
2.06 us
1.55 us: 1.33x faster
generators
31.5 ms
25.3 ms: 1.25x faster
tomli_loads
1.56 sec
1.26 sec: 1.24x faster
async_tree_memoization_tg
291 ms
235 ms: 1.23x faster
unpickle_pure_python
163 us
134 us: 1.22x faster
scimark_sor
106 ms
87.0 ms: 1.21x faster
mako
7.68 ms
6.44 ms: 1.19x faster
coroutines
19.8 ms
16.6 ms: 1.19x faster
pickle_pure_python
213 us
179 us: 1.19x faster
xml_etree_process
40.9 ms
34.8 ms: 1.17x faster
go
115 ms
98.8 ms: 1.16x faster
scimark_lu
76.5 ms
65.8 ms: 1.16x faster
float
56.2 ms
48.7 ms: 1.15x faster
xml_etree_generate
56.6 ms
49.6 ms: 1.14x faster
logging_simple
3.57 us
3.18 us: 1.13x faster
html5lib
36.6 ms
32.6 ms: 1.13x faster
async_tree_eager_tg
48.4 ms
43.1 ms: 1.12x faster
nbody
73.9 ms
65.9 ms: 1.12x faster
logging_format
3.85 us
3.46 us: 1.11x faster
deltablue
2.68 ms
2.41 ms: 1.11x faster
spectral_norm
77.3 ms
70.1 ms: 1.10x faster
async_tree_memoization
270 ms
245 ms: 1.10x faster
scimark_monte_carlo
50.4 ms
45.8 ms: 1.10x faster
async_tree_eager_memoization
169 ms
154 ms: 1.10x faster
thrift
466 us
426 us: 1.09x faster
async_tree_eager
70.5 ms
64.5 ms: 1.09x faster
telco
4.80 ms
4.45 ms: 1.08x faster
fannkuch
282 ms
263 ms: 1.07x faster
nqueens
62.9 ms
58.8 ms: 1.07x faster
bench_thread_pool
506 us
474 us: 1.07x faster
bpe_tokeniser
3.24 sec
3.05 sec: 1.06x faster
pprint_pformat
1.08 sec
1.02 sec: 1.06x faster
async_tree_eager_memoization_tg
139 ms
131 ms: 1.06x faster
pyflate
351 ms
332 ms: 1.06x faster
pprint_safe_repr
531 ms
502 ms: 1.06x faster
regex_effbot
2.63 ms
2.48 ms: 1.06x faster
scimark_fft
201 ms
190 ms: 1.05x faster
async_tree_none
212 ms
201 ms: 1.05x faster
coverage
46.1 ms
43.9 ms: 1.05x faster
raytrace
182 ms
173 ms: 1.05x faster
regex_compile
78.5 ms
75.3 ms: 1.04x faster
richards
35.4 ms
34.0 ms: 1.04x faster
richards_super
39.1 ms
37.8 ms: 1.04x faster
regex_dna
148 ms
143 ms: 1.04x faster
async_tree_eager_cpu_io_mixed_tg
348 ms
336 ms: 1.04x faster
async_tree_eager_cpu_io_mixed
375 ms
363 ms: 1.03x faster
json
2.94 ms
2.86 ms: 1.03x faster
typing_runtime_protocols
101 us
98.5 us: 1.03x faster
pycparser
706 ms
689 ms: 1.02x faster
json_loads
16.9 us
16.6 us: 1.02x faster
xml_etree_iterparse
74.2 ms
72.8 ms: 1.02x faster
pathlib
22.8 ms
22.4 ms: 1.02x faster
regex_v8
16.9 ms
16.8 ms: 1.01x faster
xml_etree_parse
109 ms
108 ms: 1.01x faster
sqlglot_normalize
189 ms
187 ms: 1.01x faster
pidigits
284 ms
283 ms: 1.00x faster
async_generators
294 ms
295 ms: 1.00x slower
sympy_expand
246 ms
249 ms: 1.01x slower
crypto_pyaes
54.0 ms
54.6 ms: 1.01x slower
logging_silent
69.9 ns
70.9 ns: 1.01x slower
chaos
41.3 ms
41.9 ms: 1.01x slower
dulwich_log
28.7 ms
29.3 ms: 1.02x slower
meteor_contest
73.8 ms
75.2 ms: 1.02x slower
sqlglot_parse
856 us
880 us: 1.03x slower
django_template
22.2 ms
22.9 ms: 1.03x slower
hexiom
4.85 ms
5.00 ms: 1.03x slower
2to3
178 ms
184 ms: 1.04x slower
mdp
1.50 sec
1.56 sec: 1.04x slower
sqlglot_transpile
1.02 ms
1.07 ms: 1.04x slower
sympy_str
145 ms
152 ms: 1.04x slower
async_tree_cpu_io_mixed_tg
447 ms
472 ms: 1.06x slower
python_startup_no_site
13.7 ms
14.4 ms: 1.06x slower
sympy_sum
75.6 ms
80.2 ms: 1.06x slower
scimark_sparse_mat_mult
2.99 ms
3.18 ms: 1.06x slower
sqlglot_optimize
34.9 ms
37.7 ms: 1.08x slower
async_tree_none_tg
198 ms
214 ms: 1.08x slower
docutils
1.44 sec
1.57 sec: 1.09x slower
json_dumps
6.56 ms
7.13 ms: 1.09x slower
comprehensions
12.2 us
13.3 us: 1.09x slower
python_startup
17.0 ms
18.8 ms: 1.10x slower
sympy_integrate
11.3 ms
12.6 ms: 1.11x slower
async_tree_io
507 ms
582 ms: 1.15x slower
gc_traversal
2.48 ms
2.94 ms: 1.18x slower
pylint
181 ms
215 ms: 1.19x slower
bench_mp_pool
50.9 ms
62.2 ms: 1.22x slower
async_tree_io_tg
500 ms
613 ms: 1.23x slower
genshi_xml
34.4 ms
42.4 ms: 1.23x slower
async_tree_eager_io
513 ms
671 ms: 1.31x slower
async_tree_eager_io_tg
477 ms
715 ms: 1.50x slower
create_gc_cycles
803 us
1.32 ms: 1.64x slower
Geometric mean
(ref)
1.03x faster
Benchmark hidden because not significant (4): async_tree_cpu_io_mixed, genshi_text, asyncio_websockets, tornado_http
Ignored benchmarks (15) of results/bm-20241007-3.13.0-60403a5/bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5.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 (3) of results/bm-20241026-3.14.0a1+-f6cc7c8-JIT/bm-20241026-darwin-arm64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8.json: sphinx, sqlalchemy_declarative, sqlalchemy_imperative
Reliability score: 98.80% likely to be faster
90% likely to have a speedup of 1.01x
95% likely to have a speedup of 1.00x
99% likely to have a speedup of 1.00x