fork: python
ref: 34653bba644aa5481613
machine: darwin-arm64
commit hash: 34653bb
commit date: 2024-10-22
overall geometric mean: 1.03x faster
HPT reliability: 99.77%
HPT 99th percentile: 1.00x faster
Memory change: 6.96x
Benchmarks with tag 'apps':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20241022-darwin-arm64-python-34653bba644aa5481613-3.14.0a1+-34653bb
2to3
178 ms
185 ms: 1.04x slower
docutils
1.44 sec
1.57 sec: 1.08x slower
html5lib
36.6 ms
32.7 ms: 1.12x 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-20241022-darwin-arm64-python-34653bba644aa5481613-3.14.0a1+-34653bb
async_tree_memoization_tg
291 ms
233 ms: 1.25x faster
coroutines
19.8 ms
16.4 ms: 1.20x faster
async_tree_eager_tg
48.4 ms
42.7 ms: 1.14x faster
async_tree_memoization
270 ms
244 ms: 1.11x faster
async_tree_eager_memoization
169 ms
153 ms: 1.11x faster
async_tree_eager
70.5 ms
64.0 ms: 1.10x faster
async_tree_eager_memoization_tg
139 ms
130 ms: 1.06x faster
async_tree_none
212 ms
200 ms: 1.06x faster
async_tree_eager_cpu_io_mixed_tg
348 ms
335 ms: 1.04x faster
async_tree_eager_cpu_io_mixed
375 ms
362 ms: 1.03x faster
async_generators
294 ms
292 ms: 1.01x faster
asyncio_websockets
241 ms
242 ms: 1.00x slower
async_tree_cpu_io_mixed_tg
447 ms
469 ms: 1.05x slower
async_tree_none_tg
198 ms
212 ms: 1.07x slower
async_tree_io
507 ms
582 ms: 1.15x slower
async_tree_io_tg
500 ms
610 ms: 1.22x slower
async_tree_eager_io
513 ms
667 ms: 1.30x slower
async_tree_eager_io_tg
477 ms
715 ms: 1.50x slower
Geometric mean
(ref)
1.00x slower
Benchmark hidden because not significant (1): async_tree_cpu_io_mixed
Benchmarks with tag 'math':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20241022-darwin-arm64-python-34653bba644aa5481613-3.14.0a1+-34653bb
float
56.2 ms
48.5 ms: 1.16x faster
nbody
73.9 ms
65.8 ms: 1.12x faster
Geometric mean
(ref)
1.09x 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-20241022-darwin-arm64-python-34653bba644aa5481613-3.14.0a1+-34653bb
regex_effbot
2.63 ms
2.48 ms: 1.06x faster
regex_compile
78.5 ms
74.7 ms: 1.05x faster
regex_dna
148 ms
145 ms: 1.02x faster
Geometric mean
(ref)
1.03x faster
Benchmark hidden because not significant (1): regex_v8
Benchmarks with tag 'serialize':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20241022-darwin-arm64-python-34653bba644aa5481613-3.14.0a1+-34653bb
tomli_loads
1.56 sec
1.25 sec: 1.25x faster
unpickle_pure_python
163 us
133 us: 1.22x faster
pickle_pure_python
213 us
178 us: 1.19x faster
xml_etree_process
40.9 ms
34.7 ms: 1.18x faster
xml_etree_generate
56.6 ms
49.3 ms: 1.15x faster
xml_etree_iterparse
74.2 ms
72.4 ms: 1.02x faster
xml_etree_parse
109 ms
106 ms: 1.02x faster
json_loads
16.9 us
16.7 us: 1.01x faster
json_dumps
6.56 ms
7.15 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-20241022-darwin-arm64-python-34653bba644aa5481613-3.14.0a1+-34653bb
python_startup_no_site
13.7 ms
13.9 ms: 1.02x slower
python_startup
17.0 ms
17.9 ms: 1.05x slower
Geometric mean
(ref)
1.04x slower
Benchmarks with tag 'template':
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20241022-darwin-arm64-python-34653bba644aa5481613-3.14.0a1+-34653bb
mako
7.68 ms
6.45 ms: 1.19x faster
genshi_text
16.9 ms
16.6 ms: 1.01x faster
django_template
22.2 ms
23.1 ms: 1.04x slower
genshi_xml
34.4 ms
42.6 ms: 1.24x slower
Geometric mean
(ref)
1.02x slower
Benchmark
bm-20241007-darwin-arm64-python-v3.13.0-3.13.0-60403a5
bm-20241022-darwin-arm64-python-34653bba644aa5481613-3.14.0a1+-34653bb
deepcopy_memo
27.2 us
16.5 us: 1.65x faster
deepcopy
232 us
155 us: 1.50x faster
deepcopy_reduce
2.06 us
1.52 us: 1.36x faster
generators
31.5 ms
25.1 ms: 1.26x faster
tomli_loads
1.56 sec
1.25 sec: 1.25x faster
async_tree_memoization_tg
291 ms
233 ms: 1.25x faster
scimark_sor
106 ms
85.8 ms: 1.23x faster
unpickle_pure_python
163 us
133 us: 1.22x faster
coroutines
19.8 ms
16.4 ms: 1.20x faster
pickle_pure_python
213 us
178 us: 1.19x faster
mako
7.68 ms
6.45 ms: 1.19x faster
scimark_lu
76.5 ms
64.4 ms: 1.19x faster
xml_etree_process
40.9 ms
34.7 ms: 1.18x faster
float
56.2 ms
48.5 ms: 1.16x faster
go
115 ms
99.1 ms: 1.16x faster
logging_simple
3.57 us
3.11 us: 1.15x faster
xml_etree_generate
56.6 ms
49.3 ms: 1.15x faster
logging_format
3.85 us
3.39 us: 1.14x faster
async_tree_eager_tg
48.4 ms
42.7 ms: 1.14x faster
nbody
73.9 ms
65.8 ms: 1.12x faster
html5lib
36.6 ms
32.7 ms: 1.12x faster
scimark_monte_carlo
50.4 ms
45.4 ms: 1.11x faster
spectral_norm
77.3 ms
69.6 ms: 1.11x faster
async_tree_memoization
270 ms
244 ms: 1.11x faster
async_tree_eager_memoization
169 ms
153 ms: 1.11x faster
deltablue
2.68 ms
2.43 ms: 1.11x faster
async_tree_eager
70.5 ms
64.0 ms: 1.10x faster
thrift
466 us
425 us: 1.10x faster
pyflate
351 ms
326 ms: 1.08x faster
bench_thread_pool
506 us
471 us: 1.07x faster
telco
4.80 ms
4.49 ms: 1.07x faster
nqueens
62.9 ms
59.0 ms: 1.07x faster
async_tree_eager_memoization_tg
139 ms
130 ms: 1.06x faster
raytrace
182 ms
171 ms: 1.06x faster
bpe_tokeniser
3.24 sec
3.05 sec: 1.06x faster
async_tree_none
212 ms
200 ms: 1.06x faster
richards
35.4 ms
33.4 ms: 1.06x faster
pprint_safe_repr
531 ms
500 ms: 1.06x faster
regex_effbot
2.63 ms
2.48 ms: 1.06x faster
pprint_pformat
1.08 sec
1.02 sec: 1.06x faster
scimark_fft
201 ms
190 ms: 1.06x faster
fannkuch
282 ms
267 ms: 1.05x faster
richards_super
39.1 ms
37.2 ms: 1.05x faster
regex_compile
78.5 ms
74.7 ms: 1.05x faster
coverage
46.1 ms
43.9 ms: 1.05x faster
async_tree_eager_cpu_io_mixed_tg
348 ms
335 ms: 1.04x faster
typing_runtime_protocols
101 us
97.3 us: 1.04x faster
async_tree_eager_cpu_io_mixed
375 ms
362 ms: 1.03x faster
pycparser
706 ms
682 ms: 1.03x faster
xml_etree_iterparse
74.2 ms
72.4 ms: 1.02x faster
xml_etree_parse
109 ms
106 ms: 1.02x faster
pathlib
22.8 ms
22.4 ms: 1.02x faster
regex_dna
148 ms
145 ms: 1.02x faster
sqlglot_normalize
189 ms
186 ms: 1.02x faster
genshi_text
16.9 ms
16.6 ms: 1.01x faster
json_loads
16.9 us
16.7 us: 1.01x faster
json
2.94 ms
2.91 ms: 1.01x faster
async_generators
294 ms
292 ms: 1.01x faster
sympy_expand
246 ms
246 ms: 1.00x faster
asyncio_websockets
241 ms
242 ms: 1.00x slower
crypto_pyaes
54.0 ms
54.3 ms: 1.00x slower
meteor_contest
73.8 ms
74.2 ms: 1.01x slower
chaos
41.3 ms
41.5 ms: 1.01x slower
dulwich_log
28.7 ms
29.0 ms: 1.01x slower
sqlglot_parse
856 us
871 us: 1.02x slower
python_startup_no_site
13.7 ms
13.9 ms: 1.02x slower
hexiom
4.85 ms
4.97 ms: 1.02x slower
mdp
1.50 sec
1.55 sec: 1.03x slower
2to3
178 ms
185 ms: 1.04x slower
sqlglot_transpile
1.02 ms
1.06 ms: 1.04x slower
sympy_str
145 ms
151 ms: 1.04x slower
django_template
22.2 ms
23.1 ms: 1.04x slower
async_tree_cpu_io_mixed_tg
447 ms
469 ms: 1.05x slower
python_startup
17.0 ms
17.9 ms: 1.05x slower
sympy_sum
75.6 ms
79.6 ms: 1.05x slower
scimark_sparse_mat_mult
2.99 ms
3.17 ms: 1.06x slower
sqlglot_optimize
34.9 ms
37.1 ms: 1.06x slower
async_tree_none_tg
198 ms
212 ms: 1.07x slower
docutils
1.44 sec
1.57 sec: 1.08x slower
json_dumps
6.56 ms
7.15 ms: 1.09x slower
comprehensions
12.2 us
13.3 us: 1.09x slower
sympy_integrate
11.3 ms
12.5 ms: 1.11x slower
async_tree_io
507 ms
582 ms: 1.15x slower
pylint
181 ms
213 ms: 1.18x slower
gc_traversal
2.48 ms
2.94 ms: 1.19x slower
bench_mp_pool
50.9 ms
61.3 ms: 1.20x slower
async_tree_io_tg
500 ms
610 ms: 1.22x slower
genshi_xml
34.4 ms
42.6 ms: 1.24x slower
async_tree_eager_io
513 ms
667 ms: 1.30x slower
async_tree_eager_io_tg
477 ms
715 ms: 1.50x slower
create_gc_cycles
803 us
1.33 ms: 1.65x slower
Geometric mean
(ref)
1.03x faster
Benchmark hidden because not significant (5): async_tree_cpu_io_mixed, regex_v8, pidigits, logging_silent, 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-20241022-3.14.0a1+-34653bb-JIT/bm-20241022-darwin-arm64-python-34653bba644aa5481613-3.14.0a1+-34653bb.json: sphinx, sqlalchemy_declarative, sqlalchemy_imperative
Reliability score: 99.77% likely to be faster
90% likely to have a speedup of 1.01x
95% likely to have a speedup of 1.01x
99% likely to have a speedup of 1.00x