fork: python
ref: a19bb261a327e1008f21
machine: darwin-arm64
commit hash: a19bb26
commit date: 2024-06-15
overall geometric mean: 1.26x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.20x faster
Memory change: 1.18x
Benchmarks with tag 'apps':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
2to3
192 ms
160 ms: 1.19x faster
chameleon
6.26 ms
4.33 ms: 1.45x faster
docutils
1.73 sec
1.44 sec: 1.20x faster
html5lib
42.4 ms
31.2 ms: 1.36x faster
tornado_http
86.7 ms
66.6 ms: 1.30x faster
Geometric mean
(ref)
1.30x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
async_tree_none
388 ms
209 ms: 1.86x faster
async_tree_memoization
474 ms
260 ms: 1.82x faster
async_tree_io
980 ms
559 ms: 1.75x faster
async_tree_cpu_io_mixed
649 ms
468 ms: 1.39x faster
Geometric mean
(ref)
1.69x faster
Benchmarks with tag 'math':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
nbody
93.0 ms
59.7 ms: 1.56x faster
float
69.0 ms
48.5 ms: 1.42x faster
Geometric mean
(ref)
1.30x faster
Benchmark hidden because not significant (1): pidigits
Benchmarks with tag 'regex':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
regex_compile
95.3 ms
68.4 ms: 1.39x faster
regex_dna
174 ms
150 ms: 1.17x faster
regex_v8
17.1 ms
17.2 ms: 1.00x slower
regex_effbot
2.46 ms
2.58 ms: 1.05x slower
Geometric mean
(ref)
1.11x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
pickle_pure_python
281 us
179 us: 1.57x faster
unpickle_pure_python
194 us
140 us: 1.38x faster
json_dumps
8.11 ms
6.18 ms: 1.31x faster
xml_etree_process
46.5 ms
36.9 ms: 1.26x faster
tomli_loads
1.71 sec
1.48 sec: 1.15x faster
xml_etree_parse
108 ms
102 ms: 1.05x faster
xml_etree_generate
53.5 ms
52.9 ms: 1.01x faster
json_loads
16.4 us
16.9 us: 1.03x slower
unpickle
8.80 us
9.21 us: 1.05x slower
pickle
6.97 us
7.49 us: 1.07x slower
pickle_dict
17.0 us
18.3 us: 1.08x slower
unpickle_list
2.69 us
2.91 us: 1.08x slower
pickle_list
2.74 us
3.03 us: 1.11x slower
Geometric mean
(ref)
1.08x faster
Benchmark hidden because not significant (1): xml_etree_iterparse
Benchmarks with tag 'startup':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
python_startup
10.9 ms
15.0 ms: 1.38x slower
python_startup_no_site
7.91 ms
12.2 ms: 1.54x slower
Geometric mean
(ref)
1.46x slower
Benchmarks with tag 'template':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
mako
9.87 ms
6.95 ms: 1.42x faster
django_template
26.4 ms
19.5 ms: 1.36x faster
genshi_text
17.3 ms
14.0 ms: 1.24x faster
genshi_xml
33.8 ms
29.7 ms: 1.14x faster
Geometric mean
(ref)
1.28x faster
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
typing_runtime_protocols
323 us
88.7 us: 3.64x faster
deltablue
4.91 ms
2.15 ms: 2.29x faster
raytrace
301 ms
147 ms: 2.04x faster
logging_silent
117 ns
60.3 ns: 1.94x faster
chaos
65.8 ms
34.8 ms: 1.89x faster
async_tree_none
388 ms
209 ms: 1.86x faster
async_tree_memoization
474 ms
260 ms: 1.82x faster
async_tree_io
980 ms
559 ms: 1.75x faster
sqlglot_parse
1.24 ms
731 us: 1.70x faster
comprehensions
16.9 us
10.2 us: 1.66x faster
richards_super
57.8 ms
35.1 ms: 1.65x faster
pylint
277 ms
170 ms: 1.63x faster
sqlglot_transpile
1.44 ms
888 us: 1.62x faster
mypy2
607 ms
381 ms: 1.59x faster
pickle_pure_python
281 us
179 us: 1.57x faster
nbody
93.0 ms
59.7 ms: 1.56x faster
scimark_monte_carlo
65.6 ms
42.4 ms: 1.55x faster
scimark_lu
103 ms
66.7 ms: 1.54x faster
richards
48.7 ms
31.8 ms: 1.53x faster
deepcopy_memo
34.7 us
22.7 us: 1.53x faster
hexiom
6.19 ms
4.08 ms: 1.52x faster
go
151 ms
100 ms: 1.51x faster
asyncio_tcp
659 ms
441 ms: 1.50x faster
logging_simple
4.45 us
3.06 us: 1.45x faster
crypto_pyaes
71.8 ms
49.6 ms: 1.45x faster
chameleon
6.26 ms
4.33 ms: 1.45x faster
logging_format
4.83 us
3.35 us: 1.44x faster
spectral_norm
94.8 ms
66.5 ms: 1.42x faster
float
69.0 ms
48.5 ms: 1.42x faster
mako
9.87 ms
6.95 ms: 1.42x faster
generators
32.3 ms
22.8 ms: 1.42x faster
regex_compile
95.3 ms
68.4 ms: 1.39x faster
pycparser
877 ms
631 ms: 1.39x faster
async_tree_cpu_io_mixed
649 ms
468 ms: 1.39x faster
unpickle_pure_python
194 us
140 us: 1.38x faster
pprint_safe_repr
641 ms
465 ms: 1.38x faster
pprint_pformat
1.30 sec
949 ms: 1.37x faster
html5lib
42.4 ms
31.2 ms: 1.36x faster
django_template
26.4 ms
19.5 ms: 1.36x faster
scimark_sor
128 ms
95.4 ms: 1.34x faster
deepcopy
272 us
203 us: 1.34x faster
sympy_sum
92.2 ms
69.3 ms: 1.33x faster
pyflate
427 ms
322 ms: 1.33x faster
thrift
572 us
432 us: 1.32x faster
json_dumps
8.11 ms
6.18 ms: 1.31x faster
coroutines
20.7 ms
15.9 ms: 1.30x faster
tornado_http
86.7 ms
66.6 ms: 1.30x faster
deepcopy_reduce
2.33 us
1.81 us: 1.29x faster
dulwich_log
35.3 ms
27.5 ms: 1.29x faster
sympy_integrate
13.1 ms
10.3 ms: 1.27x faster
xml_etree_process
46.5 ms
36.9 ms: 1.26x faster
gunicorn
1.30 ms
1.04 ms: 1.26x faster
sympy_str
165 ms
132 ms: 1.25x faster
asyncio_tcp_ssl
1.60 sec
1.28 sec: 1.25x faster
genshi_text
17.3 ms
14.0 ms: 1.24x faster
scimark_fft
224 ms
181 ms: 1.24x faster
scimark_sparse_mat_mult
3.42 ms
2.78 ms: 1.23x faster
nqueens
63.8 ms
52.6 ms: 1.21x faster
fannkuch
303 ms
251 ms: 1.20x faster
docutils
1.73 sec
1.44 sec: 1.20x faster
2to3
192 ms
160 ms: 1.19x faster
sqlglot_optimize
36.8 ms
30.9 ms: 1.19x faster
aiohttp
1.22 ms
1.03 ms: 1.19x faster
sympy_expand
269 ms
226 ms: 1.19x faster
regex_dna
174 ms
150 ms: 1.17x faster
dask
253 ms
219 ms: 1.16x faster
tomli_loads
1.71 sec
1.48 sec: 1.15x faster
bench_thread_pool
527 us
458 us: 1.15x faster
sqlglot_normalize
190 ms
165 ms: 1.15x faster
mdp
1.63 sec
1.42 sec: 1.15x faster
genshi_xml
33.8 ms
29.7 ms: 1.14x faster
meteor_contest
77.7 ms
70.2 ms: 1.11x faster
json
3.08 ms
2.92 ms: 1.05x faster
xml_etree_parse
108 ms
102 ms: 1.05x faster
pathlib
24.5 ms
23.5 ms: 1.04x faster
xml_etree_generate
53.5 ms
52.9 ms: 1.01x faster
regex_v8
17.1 ms
17.2 ms: 1.00x slower
json_loads
16.4 us
16.9 us: 1.03x slower
gc_traversal
2.36 ms
2.46 ms: 1.04x slower
create_gc_cycles
860 us
900 us: 1.05x slower
unpickle
8.80 us
9.21 us: 1.05x slower
regex_effbot
2.46 ms
2.58 ms: 1.05x slower
sqlite_synth
1.46 us
1.54 us: 1.06x slower
pickle
6.97 us
7.49 us: 1.07x slower
pickle_dict
17.0 us
18.3 us: 1.08x slower
unpickle_list
2.69 us
2.91 us: 1.08x slower
coverage
41.5 ms
45.7 ms: 1.10x slower
pickle_list
2.74 us
3.03 us: 1.11x slower
async_generators
231 ms
284 ms: 1.23x slower
bench_mp_pool
37.4 ms
47.3 ms: 1.26x slower
telco
3.49 ms
4.60 ms: 1.32x slower
flaskblogging
2.65 ms
3.49 ms: 1.32x slower
python_startup
10.9 ms
15.0 ms: 1.38x slower
python_startup_no_site
7.91 ms
12.2 ms: 1.54x slower
Geometric mean
(ref)
1.26x faster
Benchmark hidden because not significant (3): xml_etree_iterparse, asyncio_websockets, pidigits
Ignored benchmarks (3) of results/bm-20220323-3.10.4-9d38120/bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120.json: sqlalchemy_declarative, sqlalchemy_imperative, unpack_sequence
Ignored benchmarks (13) of results/bm-20240615-3.13.0b2+-a19bb26/bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26.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
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.24x
95% likely to have a speedup of 1.23x
99% likely to have a speedup of 1.20x