fork: python
ref: v3.13.0
machine: windows-amd64
commit hash: 60403a5
commit date: 2024-10-07
overall geometric mean: 1.07x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.04x faster
Memory change: unknown
Benchmarks with tag 'apps':
Benchmark
bm-20231002-pythonperf1-amd64-python-v3.12.0-3.12.0-0fb18b0
bm-20241007-pythonperf1-amd64-python-v3.13.0-3.13.0-60403a5
chameleon
4.98 ms
4.72 ms: 1.06x faster
docutils
1.66 sec
1.57 sec: 1.05x faster
tornado_http
89.5 ms
92.8 ms: 1.04x slower
Geometric mean
(ref)
1.02x faster
Benchmark hidden because not significant (1): 2to3
Benchmarks with tag 'asyncio':
Benchmark
bm-20231002-pythonperf1-amd64-python-v3.12.0-3.12.0-0fb18b0
bm-20241007-pythonperf1-amd64-python-v3.13.0-3.13.0-60403a5
async_tree_io_tg
771 ms
512 ms: 1.50x faster
async_tree_io
731 ms
521 ms: 1.40x faster
async_tree_none_tg
285 ms
206 ms: 1.39x faster
async_tree_cpu_io_mixed_tg
502 ms
375 ms: 1.34x faster
async_tree_none
291 ms
223 ms: 1.31x faster
async_tree_memoization_tg
367 ms
288 ms: 1.27x faster
async_tree_cpu_io_mixed
489 ms
387 ms: 1.26x faster
async_tree_memoization
339 ms
271 ms: 1.25x faster
Geometric mean
(ref)
1.34x faster
Benchmarks with tag 'math':
Benchmark
bm-20231002-pythonperf1-amd64-python-v3.12.0-3.12.0-0fb18b0
bm-20241007-pythonperf1-amd64-python-v3.13.0-3.13.0-60403a5
float
56.8 ms
48.1 ms: 1.18x faster
nbody
71.9 ms
64.5 ms: 1.11x faster
pidigits
152 ms
148 ms: 1.03x faster
Geometric mean
(ref)
1.11x faster
Benchmarks with tag 'regex':
Benchmark
bm-20231002-pythonperf1-amd64-python-v3.12.0-3.12.0-0fb18b0
bm-20241007-pythonperf1-amd64-python-v3.13.0-3.13.0-60403a5
regex_dna
126 ms
114 ms: 1.11x faster
regex_compile
87.5 ms
80.1 ms: 1.09x faster
regex_v8
14.2 ms
14.7 ms: 1.03x slower
Geometric mean
(ref)
1.04x faster
Benchmark hidden because not significant (1): regex_effbot
Benchmarks with tag 'serialize':
Benchmark
bm-20231002-pythonperf1-amd64-python-v3.12.0-3.12.0-0fb18b0
bm-20241007-pythonperf1-amd64-python-v3.13.0-3.13.0-60403a5
pickle_pure_python
195 us
183 us: 1.07x faster
unpickle_pure_python
133 us
127 us: 1.05x faster
xml_etree_generate
55.8 ms
53.3 ms: 1.05x faster
xml_etree_iterparse
65.2 ms
62.3 ms: 1.05x faster
xml_etree_process
37.7 ms
36.5 ms: 1.03x faster
pickle_dict
18.4 us
18.0 us: 1.02x faster
pickle
7.43 us
7.34 us: 1.01x faster
unpickle_list
2.75 us
2.72 us: 1.01x faster
json_dumps
5.70 ms
5.76 ms: 1.01x slower
json_loads
13.9 us
14.3 us: 1.03x slower
unpickle
8.18 us
8.63 us: 1.06x slower
Geometric mean
(ref)
1.01x faster
Benchmark hidden because not significant (3): tomli_loads, xml_etree_parse, pickle_list
Benchmarks with tag 'startup':
Benchmark
bm-20231002-pythonperf1-amd64-python-v3.12.0-3.12.0-0fb18b0
bm-20241007-pythonperf1-amd64-python-v3.13.0-3.13.0-60403a5
python_startup_no_site
16.2 ms
17.8 ms: 1.09x slower
python_startup
19.5 ms
22.2 ms: 1.14x slower
Geometric mean
(ref)
1.12x slower
Benchmarks with tag 'template':
Benchmark
bm-20231002-pythonperf1-amd64-python-v3.12.0-3.12.0-0fb18b0
bm-20241007-pythonperf1-amd64-python-v3.13.0-3.13.0-60403a5
mako
7.09 ms
6.24 ms: 1.14x faster
django_template
22.9 ms
21.8 ms: 1.05x faster
Geometric mean
(ref)
1.09x faster
Benchmark
bm-20231002-pythonperf1-amd64-python-v3.12.0-3.12.0-0fb18b0
bm-20241007-pythonperf1-amd64-python-v3.13.0-3.13.0-60403a5
async_tree_io_tg
771 ms
512 ms: 1.50x faster
async_tree_io
731 ms
521 ms: 1.40x faster
async_tree_none_tg
285 ms
206 ms: 1.39x faster
comprehensions
14.1 us
10.2 us: 1.38x faster
async_tree_cpu_io_mixed_tg
502 ms
375 ms: 1.34x faster
async_tree_none
291 ms
223 ms: 1.31x faster
asyncio_tcp_ssl
2.10 sec
1.64 sec: 1.28x faster
async_tree_memoization_tg
367 ms
288 ms: 1.27x faster
async_tree_cpu_io_mixed
489 ms
387 ms: 1.26x faster
async_tree_memoization
339 ms
271 ms: 1.25x faster
raytrace
192 ms
156 ms: 1.23x faster
mypy2
509 ms
429 ms: 1.19x faster
logging_silent
60.5 ns
51.0 ns: 1.19x faster
float
56.8 ms
48.1 ms: 1.18x faster
deltablue
2.16 ms
1.86 ms: 1.16x faster
generators
22.5 ms
19.5 ms: 1.16x faster
chaos
43.3 ms
37.9 ms: 1.14x faster
coroutines
14.3 ms
12.5 ms: 1.14x faster
mako
7.09 ms
6.24 ms: 1.14x faster
crypto_pyaes
48.5 ms
42.8 ms: 1.13x faster
nqueens
62.8 ms
55.5 ms: 1.13x faster
spectral_norm
66.9 ms
59.2 ms: 1.13x faster
nbody
71.9 ms
64.5 ms: 1.11x faster
hexiom
4.10 ms
3.69 ms: 1.11x faster
regex_dna
126 ms
114 ms: 1.11x faster
sqlite_synth
1.76 us
1.60 us: 1.10x faster
dulwich_log
44.3 ms
40.4 ms: 1.10x faster
logging_simple
6.28 us
5.72 us: 1.10x faster
scimark_sor
78.8 ms
72.0 ms: 1.09x faster
richards_super
32.1 ms
29.3 ms: 1.09x faster
scimark_sparse_mat_mult
2.56 ms
2.34 ms: 1.09x faster
sqlglot_normalize
187 ms
171 ms: 1.09x faster
regex_compile
87.5 ms
80.1 ms: 1.09x faster
logging_format
6.72 us
6.15 us: 1.09x faster
scimark_lu
58.9 ms
54.0 ms: 1.09x faster
richards
28.4 ms
26.0 ms: 1.09x faster
scimark_monte_carlo
43.7 ms
40.3 ms: 1.09x faster
deepcopy_memo
23.7 us
21.8 us: 1.09x faster
go
91.6 ms
84.6 ms: 1.08x faster
sqlglot_transpile
1.02 ms
952 us: 1.07x faster
async_generators
239 ms
223 ms: 1.07x faster
pyflate
295 ms
275 ms: 1.07x faster
pickle_pure_python
195 us
183 us: 1.07x faster
deepcopy
238 us
223 us: 1.07x faster
sympy_sum
91.5 ms
86.4 ms: 1.06x faster
scimark_fft
184 ms
174 ms: 1.06x faster
sqlglot_parse
804 us
761 us: 1.06x faster
chameleon
4.98 ms
4.72 ms: 1.06x faster
sympy_integrate
13.0 ms
12.3 ms: 1.06x faster
docutils
1.66 sec
1.57 sec: 1.05x faster
pprint_pformat
1.05 sec
991 ms: 1.05x faster
django_template
22.9 ms
21.8 ms: 1.05x faster
sympy_str
175 ms
166 ms: 1.05x faster
unpickle_pure_python
133 us
127 us: 1.05x faster
xml_etree_generate
55.8 ms
53.3 ms: 1.05x faster
xml_etree_iterparse
65.2 ms
62.3 ms: 1.05x faster
sqlglot_optimize
34.5 ms
33.1 ms: 1.04x faster
pprint_safe_repr
513 ms
493 ms: 1.04x faster
deepcopy_reduce
2.09 us
2.02 us: 1.04x faster
bench_thread_pool
857 us
828 us: 1.04x faster
meteor_contest
74.6 ms
72.3 ms: 1.03x faster
xml_etree_process
37.7 ms
36.5 ms: 1.03x faster
pidigits
152 ms
148 ms: 1.03x faster
json
3.05 ms
2.98 ms: 1.02x faster
pickle_dict
18.4 us
18.0 us: 1.02x faster
pickle
7.43 us
7.34 us: 1.01x faster
unpickle_list
2.75 us
2.72 us: 1.01x faster
fannkuch
247 ms
245 ms: 1.01x faster
sympy_expand
284 ms
285 ms: 1.00x slower
bench_mp_pool
69.2 ms
69.6 ms: 1.01x slower
pathlib
80.5 ms
81.2 ms: 1.01x slower
mdp
1.37 sec
1.38 sec: 1.01x slower
json_dumps
5.70 ms
5.76 ms: 1.01x slower
gc_traversal
1.52 ms
1.55 ms: 1.02x slower
regex_v8
14.2 ms
14.7 ms: 1.03x slower
json_loads
13.9 us
14.3 us: 1.03x slower
tornado_http
89.5 ms
92.8 ms: 1.04x slower
aiohttp
884 us
932 us: 1.05x slower
unpickle
8.18 us
8.63 us: 1.06x slower
typing_runtime_protocols
95.1 us
100 us: 1.06x slower
unpack_sequence
37.5 ns
40.0 ns: 1.07x slower
pycparser
699 ms
758 ms: 1.09x slower
python_startup_no_site
16.2 ms
17.8 ms: 1.09x slower
create_gc_cycles
752 us
829 us: 1.10x slower
python_startup
19.5 ms
22.2 ms: 1.14x slower
coverage
40.8 ms
46.7 ms: 1.14x slower
telco
4.13 ms
4.85 ms: 1.17x slower
asyncio_tcp
487 ms
654 ms: 1.34x slower
Geometric mean
(ref)
1.07x faster
Benchmark hidden because not significant (5): 2to3, tomli_loads, regex_effbot, xml_etree_parse, pickle_list
Ignored benchmarks (3) of results/bm-20231002-3.12.0-0fb18b0/bm-20231002-pythonperf1-amd64-python-v3.12.0-3.12.0-0fb18b0.json: dask, sqlalchemy_declarative, sqlalchemy_imperative
Ignored benchmarks (6) of results/bm-20241007-3.13.0-60403a5/bm-20241007-pythonperf1-amd64-python-v3.13.0-3.13.0-60403a5.json: flaskblogging, genshi_text, genshi_xml, html5lib, pylint, thrift
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.05x
95% likely to have a speedup of 1.05x
99% likely to have a speedup of 1.04x