fork: python
ref: 3df2022931f77c5cadb3
machine: linux-x86_64
commit hash: 3df2022
commit date: 2024-06-17
overall geometric mean: 1.04x faster
HPT reliability: 99.99%
HPT 99th percentile: 1.01x faster
Memory change: 0.98x
Benchmarks with tag 'apps':
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20240617-linux-x86_64-python-3df2022931f77c5cadb3-3.14.0a0-3df2022
2to3
274 ms
271 ms: 1.01x faster
docutils
2.77 sec
2.79 sec: 1.01x slower
tornado_http
103 ms
93.7 ms: 1.10x faster
Geometric mean
(ref)
1.03x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20240617-linux-x86_64-python-3df2022931f77c5cadb3-3.14.0a0-3df2022
async_tree_none_tg
450 ms
342 ms: 1.32x faster
async_tree_memoization_tg
575 ms
445 ms: 1.29x faster
async_tree_none
472 ms
376 ms: 1.25x faster
async_tree_io_tg
1.18 sec
946 ms: 1.25x faster
async_tree_memoization
578 ms
470 ms: 1.23x faster
async_tree_cpu_io_mixed_tg
726 ms
596 ms: 1.22x faster
async_tree_io
1.16 sec
980 ms: 1.18x faster
async_tree_cpu_io_mixed
726 ms
631 ms: 1.15x faster
Geometric mean
(ref)
1.23x faster
Benchmarks with tag 'math':
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20240617-linux-x86_64-python-3df2022931f77c5cadb3-3.14.0a0-3df2022
nbody
97.0 ms
89.1 ms: 1.09x faster
float
84.7 ms
79.0 ms: 1.07x faster
pidigits
187 ms
191 ms: 1.02x slower
Geometric mean
(ref)
1.05x faster
Benchmarks with tag 'regex':
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20240617-linux-x86_64-python-3df2022931f77c5cadb3-3.14.0a0-3df2022
regex_compile
148 ms
133 ms: 1.12x faster
regex_effbot
3.61 ms
3.83 ms: 1.06x slower
regex_dna
212 ms
240 ms: 1.13x slower
regex_v8
23.1 ms
28.0 ms: 1.21x slower
Geometric mean
(ref)
1.07x slower
Benchmarks with tag 'serialize':
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20240617-linux-x86_64-python-3df2022931f77c5cadb3-3.14.0a0-3df2022
tomli_loads
2.33 sec
2.11 sec: 1.10x faster
unpickle_pure_python
230 us
215 us: 1.07x faster
unpickle
15.9 us
14.9 us: 1.06x faster
pickle_pure_python
324 us
306 us: 1.06x faster
xml_etree_generate
89.2 ms
86.0 ms: 1.04x faster
xml_etree_process
61.7 ms
60.1 ms: 1.03x faster
pickle_dict
35.5 us
35.5 us: 1.00x faster
json_dumps
10.4 ms
10.4 ms: 1.01x slower
json_loads
28.5 us
28.7 us: 1.01x slower
unpickle_list
5.29 us
5.33 us: 1.01x slower
pickle
11.6 us
12.0 us: 1.03x slower
Geometric mean
(ref)
1.02x faster
Benchmark hidden because not significant (3): xml_etree_parse, xml_etree_iterparse, pickle_list
Benchmarks with tag 'startup':
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20240617-linux-x86_64-python-3df2022931f77c5cadb3-3.14.0a0-3df2022
python_startup_no_site
6.94 ms
7.11 ms: 1.02x slower
python_startup
9.55 ms
10.7 ms: 1.12x slower
Geometric mean
(ref)
1.07x slower
Benchmarks with tag 'template':
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20240617-linux-x86_64-python-3df2022931f77c5cadb3-3.14.0a0-3df2022
mako
11.9 ms
11.2 ms: 1.07x faster
django_template
34.6 ms
35.3 ms: 1.02x slower
Geometric mean
(ref)
1.02x faster
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20240617-linux-x86_64-python-3df2022931f77c5cadb3-3.14.0a0-3df2022
deepcopy
371 us
266 us: 1.39x faster
deepcopy_memo
40.7 us
29.6 us: 1.37x faster
async_tree_none_tg
450 ms
342 ms: 1.32x faster
comprehensions
21.8 us
16.6 us: 1.31x faster
async_tree_memoization_tg
575 ms
445 ms: 1.29x faster
async_tree_none
472 ms
376 ms: 1.25x faster
async_tree_io_tg
1.18 sec
946 ms: 1.25x faster
deepcopy_reduce
3.35 us
2.70 us: 1.24x faster
async_tree_memoization
578 ms
470 ms: 1.23x faster
async_tree_cpu_io_mixed_tg
726 ms
596 ms: 1.22x faster
pathlib
19.3 ms
16.4 ms: 1.18x faster
async_tree_io
1.16 sec
980 ms: 1.18x faster
raytrace
312 ms
267 ms: 1.17x faster
async_tree_cpu_io_mixed
726 ms
631 ms: 1.15x faster
deltablue
3.72 ms
3.27 ms: 1.14x faster
logging_format
7.23 us
6.41 us: 1.13x faster
logging_simple
6.46 us
5.75 us: 1.12x faster
regex_compile
148 ms
133 ms: 1.12x faster
chaos
67.0 ms
60.0 ms: 1.12x faster
scimark_monte_carlo
75.1 ms
67.9 ms: 1.11x faster
tomli_loads
2.33 sec
2.11 sec: 1.10x faster
crypto_pyaes
81.9 ms
74.3 ms: 1.10x faster
tornado_http
103 ms
93.7 ms: 1.10x faster
sympy_sum
169 ms
155 ms: 1.09x faster
nbody
97.0 ms
89.1 ms: 1.09x faster
float
84.7 ms
79.0 ms: 1.07x faster
fannkuch
417 ms
389 ms: 1.07x faster
sympy_str
300 ms
280 ms: 1.07x faster
unpickle_pure_python
230 us
215 us: 1.07x faster
generators
31.2 ms
29.2 ms: 1.07x faster
mako
11.9 ms
11.2 ms: 1.07x faster
unpickle
15.9 us
14.9 us: 1.06x faster
pickle_pure_python
324 us
306 us: 1.06x faster
scimark_fft
382 ms
361 ms: 1.06x faster
dulwich_log
68.5 ms
65.0 ms: 1.05x faster
sympy_integrate
21.4 ms
20.3 ms: 1.05x faster
gc_traversal
3.79 ms
3.61 ms: 1.05x faster
nqueens
83.3 ms
80.0 ms: 1.04x faster
async_generators
463 ms
445 ms: 1.04x faster
xml_etree_generate
89.2 ms
86.0 ms: 1.04x faster
sqlglot_transpile
1.68 ms
1.63 ms: 1.04x faster
hexiom
6.41 ms
6.20 ms: 1.03x faster
pprint_safe_repr
776 ms
752 ms: 1.03x faster
meteor_contest
112 ms
109 ms: 1.03x faster
sqlglot_parse
1.36 ms
1.32 ms: 1.03x faster
xml_etree_process
61.7 ms
60.1 ms: 1.03x faster
pyflate
482 ms
470 ms: 1.03x faster
mdp
2.63 sec
2.57 sec: 1.02x faster
scimark_lu
118 ms
115 ms: 1.02x faster
pprint_pformat
1.57 sec
1.54 sec: 1.02x faster
bench_thread_pool
842 us
830 us: 1.01x faster
sympy_expand
478 ms
472 ms: 1.01x faster
2to3
274 ms
271 ms: 1.01x faster
sqlglot_normalize
110 ms
109 ms: 1.01x faster
spectral_norm
115 ms
114 ms: 1.01x faster
bench_mp_pool
24.0 ms
23.9 ms: 1.01x faster
sqlglot_optimize
54.8 ms
54.6 ms: 1.00x faster
pickle_dict
35.5 us
35.5 us: 1.00x faster
json_dumps
10.4 ms
10.4 ms: 1.01x slower
docutils
2.77 sec
2.79 sec: 1.01x slower
json_loads
28.5 us
28.7 us: 1.01x slower
unpickle_list
5.29 us
5.33 us: 1.01x slower
json
5.26 ms
5.34 ms: 1.02x slower
scimark_sparse_mat_mult
5.06 ms
5.14 ms: 1.02x slower
pidigits
187 ms
191 ms: 1.02x slower
logging_silent
104 ns
106 ns: 1.02x slower
django_template
34.6 ms
35.3 ms: 1.02x slower
asyncio_websockets
551 ms
563 ms: 1.02x slower
python_startup_no_site
6.94 ms
7.11 ms: 1.02x slower
asyncio_tcp
491 ms
504 ms: 1.03x slower
pycparser
1.18 sec
1.21 sec: 1.03x slower
pickle
11.6 us
12.0 us: 1.03x slower
asyncio_tcp_ssl
1.79 sec
1.85 sec: 1.04x slower
go
139 ms
146 ms: 1.05x slower
sqlite_synth
2.83 us
2.96 us: 1.05x slower
scimark_sor
129 ms
135 ms: 1.05x slower
typing_runtime_protocols
158 us
166 us: 1.05x slower
richards
45.8 ms
48.5 ms: 1.06x slower
regex_effbot
3.61 ms
3.83 ms: 1.06x slower
richards_super
51.5 ms
55.1 ms: 1.07x slower
python_startup
9.55 ms
10.7 ms: 1.12x slower
regex_dna
212 ms
240 ms: 1.13x slower
telco
7.10 ms
8.35 ms: 1.18x slower
create_gc_cycles
1.48 ms
1.76 ms: 1.19x slower
regex_v8
23.1 ms
28.0 ms: 1.21x slower
coverage
72.7 ms
94.0 ms: 1.29x slower
Geometric mean
(ref)
1.04x faster
Benchmark hidden because not significant (5): dask, xml_etree_parse, xml_etree_iterparse, pickle_list, coroutines
Ignored benchmarks (7) of results/bm-20231002-3.12.0-0fb18b0/bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0.json: aiohttp, chameleon, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative, unpack_sequence
Ignored benchmarks (6) of results/bm-20240617-3.14.0a0-3df2022/bm-20240617-linux-x86_64-python-3df2022931f77c5cadb3-3.14.0a0-3df2022.json: bpe_tokeniser, genshi_text, genshi_xml, html5lib, pylint, thrift
Reliability score: 99.99% likely to be faster
90% likely to have a speedup of 1.02x
95% likely to have a speedup of 1.01x
99% likely to have a speedup of 1.01x