fork: python
ref: a19bb261a327e1008f21
machine: darwin-arm64
commit hash: a19bb26
commit date: 2024-06-15
overall geometric mean: 1.05x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.02x faster
Memory change: 1.30x
Benchmarks with tag 'apps':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
2to3
169 ms
172 ms: 1.02x slower
chameleon
4.70 ms
4.42 ms: 1.06x faster
docutils
1.50 sec
1.52 sec: 1.01x slower
Geometric mean
(ref)
1.02x 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-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
async_tree_memoization_tg
323 ms
242 ms: 1.33x faster
async_tree_none_tg
258 ms
202 ms: 1.28x faster
async_tree_none
266 ms
215 ms: 1.23x faster
async_tree_io_tg
669 ms
546 ms: 1.22x faster
async_tree_io
668 ms
562 ms: 1.19x faster
async_tree_memoization
312 ms
265 ms: 1.18x faster
async_tree_cpu_io_mixed_tg
532 ms
454 ms: 1.17x faster
async_tree_cpu_io_mixed
526 ms
473 ms: 1.11x 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-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
float
55.8 ms
47.6 ms: 1.17x faster
nbody
68.8 ms
64.0 ms: 1.08x faster
Geometric mean
(ref)
1.08x faster
Benchmark hidden because not significant (1): pidigits
Benchmarks with tag 'regex':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
regex_compile
77.9 ms
71.8 ms: 1.09x faster
regex_dna
154 ms
150 ms: 1.03x faster
regex_effbot
2.64 ms
2.57 ms: 1.03x faster
regex_v8
16.0 ms
17.4 ms: 1.09x slower
Geometric mean
(ref)
1.01x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
pickle_pure_python
200 us
171 us: 1.17x faster
unpickle_pure_python
151 us
131 us: 1.15x faster
tomli_loads
1.39 sec
1.24 sec: 1.13x faster
xml_etree_process
39.7 ms
35.8 ms: 1.11x faster
xml_etree_generate
55.8 ms
51.6 ms: 1.08x faster
xml_etree_iterparse
74.0 ms
70.9 ms: 1.04x faster
unpickle_list
3.02 us
2.95 us: 1.02x faster
json_loads
17.2 us
16.9 us: 1.02x faster
json_dumps
6.22 ms
6.10 ms: 1.02x faster
pickle_dict
18.1 us
18.2 us: 1.01x slower
unpickle
9.12 us
9.25 us: 1.01x slower
pickle
7.23 us
7.37 us: 1.02x slower
pickle_list
2.89 us
3.03 us: 1.05x slower
Geometric mean
(ref)
1.05x faster
Benchmark hidden because not significant (1): xml_etree_parse
Benchmarks with tag 'startup':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
python_startup
11.4 ms
16.4 ms: 1.44x slower
python_startup_no_site
9.37 ms
13.5 ms: 1.44x slower
Geometric mean
(ref)
1.44x slower
Benchmarks with tag 'template':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
mako
7.71 ms
6.37 ms: 1.21x faster
django_template
22.3 ms
21.2 ms: 1.05x faster
Geometric mean
(ref)
1.13x faster
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
generators
31.1 ms
23.2 ms: 1.34x faster
async_tree_memoization_tg
323 ms
242 ms: 1.33x faster
raytrace
212 ms
163 ms: 1.30x faster
deepcopy_memo
27.7 us
21.6 us: 1.28x faster
async_tree_none_tg
258 ms
202 ms: 1.28x faster
async_tree_none
266 ms
215 ms: 1.23x faster
logging_silent
76.4 ns
61.9 ns: 1.23x faster
async_tree_io_tg
669 ms
546 ms: 1.22x faster
logging_simple
3.69 us
3.03 us: 1.22x faster
mako
7.71 ms
6.37 ms: 1.21x faster
coroutines
19.2 ms
15.9 ms: 1.21x faster
logging_format
3.98 us
3.31 us: 1.20x faster
comprehensions
14.5 us
12.2 us: 1.19x faster
async_tree_io
668 ms
562 ms: 1.19x faster
async_tree_memoization
312 ms
265 ms: 1.18x faster
async_tree_cpu_io_mixed_tg
532 ms
454 ms: 1.17x faster
float
55.8 ms
47.6 ms: 1.17x faster
pickle_pure_python
200 us
171 us: 1.17x faster
unpickle_pure_python
151 us
131 us: 1.15x faster
deepcopy_reduce
2.07 us
1.82 us: 1.14x faster
spectral_norm
76.4 ms
67.0 ms: 1.14x faster
deepcopy
235 us
206 us: 1.14x faster
tomli_loads
1.39 sec
1.24 sec: 1.13x faster
async_tree_cpu_io_mixed
526 ms
473 ms: 1.11x faster
xml_etree_process
39.7 ms
35.8 ms: 1.11x faster
nqueens
62.4 ms
56.6 ms: 1.10x faster
mdp
1.58 sec
1.44 sec: 1.10x faster
deltablue
2.71 ms
2.48 ms: 1.09x faster
pprint_safe_repr
497 ms
457 ms: 1.09x faster
chaos
42.5 ms
39.2 ms: 1.09x faster
regex_compile
77.9 ms
71.8 ms: 1.09x faster
xml_etree_generate
55.8 ms
51.6 ms: 1.08x faster
scimark_sparse_mat_mult
3.14 ms
2.91 ms: 1.08x faster
nbody
68.8 ms
64.0 ms: 1.08x faster
sympy_sum
77.6 ms
72.2 ms: 1.07x faster
sympy_str
148 ms
137 ms: 1.07x faster
pprint_pformat
1.01 sec
944 ms: 1.07x faster
fannkuch
248 ms
233 ms: 1.07x faster
chameleon
4.70 ms
4.42 ms: 1.06x faster
bench_thread_pool
504 us
477 us: 1.06x faster
scimark_fft
195 ms
185 ms: 1.06x faster
django_template
22.3 ms
21.2 ms: 1.05x faster
json
3.09 ms
2.94 ms: 1.05x faster
sympy_integrate
11.4 ms
10.9 ms: 1.05x faster
xml_etree_iterparse
74.0 ms
70.9 ms: 1.04x faster
sqlglot_optimize
34.0 ms
32.7 ms: 1.04x faster
hexiom
4.54 ms
4.38 ms: 1.04x faster
pathlib
24.2 ms
23.4 ms: 1.03x faster
regex_dna
154 ms
150 ms: 1.03x faster
dulwich_log
29.8 ms
29.1 ms: 1.03x faster
regex_effbot
2.64 ms
2.57 ms: 1.03x faster
sympy_expand
241 ms
235 ms: 1.03x faster
async_generators
304 ms
297 ms: 1.02x faster
unpickle_list
3.02 us
2.95 us: 1.02x faster
json_loads
17.2 us
16.9 us: 1.02x faster
json_dumps
6.22 ms
6.10 ms: 1.02x faster
sqlglot_parse
848 us
831 us: 1.02x faster
sqlglot_transpile
1.02 ms
1.00 ms: 1.02x faster
scimark_monte_carlo
45.0 ms
44.3 ms: 1.02x faster
richards_super
36.0 ms
35.5 ms: 1.01x faster
pycparser
677 ms
668 ms: 1.01x faster
richards
32.1 ms
31.8 ms: 1.01x faster
meteor_contest
71.7 ms
71.2 ms: 1.01x faster
pyflate
316 ms
314 ms: 1.00x faster
pickle_dict
18.1 us
18.2 us: 1.01x slower
docutils
1.50 sec
1.52 sec: 1.01x slower
unpickle
9.12 us
9.25 us: 1.01x slower
2to3
169 ms
172 ms: 1.02x slower
go
102 ms
103 ms: 1.02x slower
pickle
7.23 us
7.37 us: 1.02x slower
aiohttp
1.08 ms
1.10 ms: 1.02x slower
gc_traversal
2.40 ms
2.47 ms: 1.03x slower
asyncio_tcp_ssl
1.24 sec
1.29 sec: 1.04x slower
scimark_lu
76.0 ms
79.6 ms: 1.05x slower
pickle_list
2.89 us
3.03 us: 1.05x slower
mypy2
380 ms
409 ms: 1.08x slower
regex_v8
16.0 ms
17.4 ms: 1.09x slower
bench_mp_pool
44.9 ms
50.5 ms: 1.13x slower
coverage
38.9 ms
44.9 ms: 1.16x slower
scimark_sor
87.4 ms
103 ms: 1.18x slower
telco
3.68 ms
4.59 ms: 1.25x slower
create_gc_cycles
701 us
923 us: 1.32x slower
python_startup
11.4 ms
16.4 ms: 1.44x slower
python_startup_no_site
9.37 ms
13.5 ms: 1.44x slower
Geometric mean
(ref)
1.05x faster
Benchmark hidden because not significant (10): asyncio_tcp, tornado_http, xml_etree_parse, asyncio_websockets, sqlite_synth, pidigits, crypto_pyaes, typing_runtime_protocols, dask, gunicorn
Ignored benchmarks (4) of results/bm-20231002-3.12.0-0fb18b0/bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0.json: sqlalchemy_declarative, sqlalchemy_imperative, sqlglot_normalize, unpack_sequence
Ignored benchmarks (15) of results/bm-20240615-3.13.0b2+-a19bb26-JIT/bm-20240615-darwin-arm64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26.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, flaskblogging, genshi_text, genshi_xml, html5lib, pylint, thrift
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.02x
95% likely to have a speedup of 1.02x
99% likely to have a speedup of 1.02x