fork: python
ref: v3.13.0b2
machine: windows-amd64
commit hash: 3a83b17
commit date: 2024-06-05
overall geometric mean: 1.19x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.14x faster
Memory change: unknown
Benchmarks with tag 'apps':
Benchmark
bm-20220323-pythonperf1-amd64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
2to3
246 ms
229 ms: 1.07x faster
chameleon
5.79 ms
5.00 ms: 1.16x faster
docutils
1.92 sec
1.77 sec: 1.08x faster
html5lib
51.0 ms
37.9 ms: 1.35x faster
tornado_http
108 ms
86.1 ms: 1.26x faster
Geometric mean
(ref)
1.18x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20220323-pythonperf1-amd64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
async_tree_none
435 ms
227 ms: 1.92x faster
async_tree_io
1.11 sec
579 ms: 1.92x faster
async_tree_memoization
526 ms
278 ms: 1.89x faster
async_tree_cpu_io_mixed
638 ms
392 ms: 1.63x faster
Geometric mean
(ref)
1.83x faster
Benchmarks with tag 'math':
Benchmark
bm-20220323-pythonperf1-amd64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
float
61.7 ms
44.3 ms: 1.39x faster
nbody
71.3 ms
53.1 ms: 1.34x faster
Geometric mean
(ref)
1.23x faster
Benchmark hidden because not significant (1): pidigits
Benchmarks with tag 'regex':
Benchmark
bm-20220323-pythonperf1-amd64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
regex_compile
106 ms
88.9 ms: 1.19x faster
regex_dna
136 ms
116 ms: 1.18x faster
regex_effbot
1.66 ms
1.55 ms: 1.07x faster
Geometric mean
(ref)
1.11x faster
Benchmark hidden because not significant (1): regex_v8
Benchmarks with tag 'serialize':
Benchmark
bm-20220323-pythonperf1-amd64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
json_dumps
9.16 ms
5.70 ms: 1.61x faster
pickle_pure_python
270 us
175 us: 1.54x faster
unpickle_pure_python
183 us
130 us: 1.41x faster
tomli_loads
1.67 sec
1.24 sec: 1.35x faster
xml_etree_process
44.5 ms
36.8 ms: 1.21x faster
xml_etree_generate
55.5 ms
51.4 ms: 1.08x faster
xml_etree_parse
96.8 ms
90.3 ms: 1.07x faster
xml_etree_iterparse
65.0 ms
61.2 ms: 1.06x faster
unpickle
9.09 us
8.73 us: 1.04x faster
json_loads
14.0 us
14.1 us: 1.01x slower
unpickle_list
2.71 us
2.78 us: 1.02x slower
pickle_dict
17.2 us
17.6 us: 1.02x slower
pickle_list
2.75 us
2.85 us: 1.04x slower
pickle
6.85 us
7.27 us: 1.06x slower
Geometric mean
(ref)
1.14x faster
Benchmarks with tag 'startup':
Benchmark
bm-20220323-pythonperf1-amd64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
python_startup
20.6 ms
22.7 ms: 1.10x slower
python_startup_no_site
15.5 ms
18.6 ms: 1.20x slower
Geometric mean
(ref)
1.15x slower
Benchmarks with tag 'template':
Benchmark
bm-20220323-pythonperf1-amd64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
mako
9.03 ms
5.13 ms: 1.76x faster
django_template
28.9 ms
25.4 ms: 1.14x faster
genshi_text
19.8 ms
17.9 ms: 1.10x faster
genshi_xml
41.0 ms
44.2 ms: 1.08x slower
Geometric mean
(ref)
1.20x faster
Benchmark
bm-20220323-pythonperf1-amd64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
typing_runtime_protocols
336 us
113 us: 2.98x faster
async_tree_none
435 ms
227 ms: 1.92x faster
async_tree_io
1.11 sec
579 ms: 1.92x faster
async_tree_memoization
526 ms
278 ms: 1.89x faster
deltablue
4.19 ms
2.37 ms: 1.77x faster
mako
9.03 ms
5.13 ms: 1.76x faster
logging_silent
94.6 ns
55.3 ns: 1.71x faster
spectral_norm
77.3 ms
45.3 ms: 1.70x faster
async_tree_cpu_io_mixed
638 ms
392 ms: 1.63x faster
json_dumps
9.16 ms
5.70 ms: 1.61x faster
pyflate
409 ms
257 ms: 1.59x faster
comprehensions
16.5 us
10.4 us: 1.59x faster
chaos
61.7 ms
39.2 ms: 1.58x faster
richards_super
52.2 ms
33.5 ms: 1.56x faster
raytrace
273 ms
176 ms: 1.55x faster
pickle_pure_python
270 us
175 us: 1.54x faster
asyncio_tcp
732 ms
479 ms: 1.53x faster
generators
32.4 ms
21.2 ms: 1.53x faster
scimark_monte_carlo
57.3 ms
37.7 ms: 1.52x faster
sqlglot_parse
1.22 ms
801 us: 1.52x faster
crypto_pyaes
62.5 ms
41.5 ms: 1.51x faster
pylint
350 ms
235 ms: 1.49x faster
go
139 ms
93.8 ms: 1.48x faster
asyncio_tcp_ssl
2.11 sec
1.43 sec: 1.47x faster
richards
42.4 ms
29.7 ms: 1.43x faster
sqlglot_transpile
1.48 ms
1.04 ms: 1.42x faster
unpickle_pure_python
183 us
130 us: 1.41x faster
float
61.7 ms
44.3 ms: 1.39x faster
deepcopy_memo
28.8 us
20.9 us: 1.37x faster
tomli_loads
1.67 sec
1.24 sec: 1.35x faster
html5lib
51.0 ms
37.9 ms: 1.35x faster
nbody
71.3 ms
53.1 ms: 1.34x faster
pprint_pformat
1.22 sec
946 ms: 1.29x faster
pprint_safe_repr
592 ms
461 ms: 1.29x faster
scimark_sor
106 ms
83.5 ms: 1.27x faster
tornado_http
108 ms
86.1 ms: 1.26x faster
dulwich_log
50.5 ms
40.2 ms: 1.26x faster
pycparser
930 ms
741 ms: 1.26x faster
scimark_fft
187 ms
150 ms: 1.25x faster
scimark_sparse_mat_mult
2.72 ms
2.19 ms: 1.24x faster
scimark_lu
85.8 ms
69.4 ms: 1.24x faster
hexiom
5.74 ms
4.72 ms: 1.22x faster
xml_etree_process
44.5 ms
36.8 ms: 1.21x faster
coroutines
16.0 ms
13.2 ms: 1.21x faster
bench_thread_pool
958 us
793 us: 1.21x faster
regex_compile
106 ms
88.9 ms: 1.19x faster
fannkuch
256 ms
215 ms: 1.19x faster
mdp
1.78 sec
1.51 sec: 1.18x faster
regex_dna
136 ms
116 ms: 1.18x faster
chameleon
5.79 ms
5.00 ms: 1.16x faster
mypy2
555 ms
486 ms: 1.14x faster
sympy_sum
107 ms
93.9 ms: 1.14x faster
django_template
28.9 ms
25.4 ms: 1.14x faster
sqlite_synth
1.91 us
1.69 us: 1.13x faster
genshi_text
19.8 ms
17.9 ms: 1.10x faster
json
3.14 ms
2.88 ms: 1.09x faster
nqueens
66.6 ms
61.4 ms: 1.09x faster
sympy_integrate
15.3 ms
14.1 ms: 1.08x faster
docutils
1.92 sec
1.77 sec: 1.08x faster
xml_etree_generate
55.5 ms
51.4 ms: 1.08x faster
sqlglot_optimize
39.8 ms
37.0 ms: 1.08x faster
sympy_str
194 ms
181 ms: 1.07x faster
xml_etree_parse
96.8 ms
90.3 ms: 1.07x faster
2to3
246 ms
229 ms: 1.07x faster
regex_effbot
1.66 ms
1.55 ms: 1.07x faster
xml_etree_iterparse
65.0 ms
61.2 ms: 1.06x faster
deepcopy
255 us
241 us: 1.06x faster
meteor_contest
75.9 ms
72.0 ms: 1.05x faster
logging_format
6.76 us
6.42 us: 1.05x faster
logging_simple
6.22 us
5.91 us: 1.05x faster
aiohttp
995 us
954 us: 1.04x faster
unpickle
9.09 us
8.73 us: 1.04x faster
deepcopy_reduce
2.20 us
2.13 us: 1.03x faster
flaskblogging
2.03 sec
2.03 sec: 1.00x slower
json_loads
14.0 us
14.1 us: 1.01x slower
sympy_expand
314 ms
317 ms: 1.01x slower
pathlib
75.7 ms
76.3 ms: 1.01x slower
unpickle_list
2.71 us
2.78 us: 1.02x slower
pickle_dict
17.2 us
17.6 us: 1.02x slower
pickle_list
2.75 us
2.85 us: 1.04x slower
pickle
6.85 us
7.27 us: 1.06x slower
genshi_xml
41.0 ms
44.2 ms: 1.08x slower
python_startup
20.6 ms
22.7 ms: 1.10x slower
gc_traversal
1.41 ms
1.55 ms: 1.10x slower
telco
3.94 ms
4.46 ms: 1.13x slower
async_generators
222 ms
252 ms: 1.14x slower
create_gc_cycles
800 us
912 us: 1.14x slower
bench_mp_pool
62.0 ms
72.0 ms: 1.16x slower
coverage
39.0 ms
45.5 ms: 1.17x slower
python_startup_no_site
15.5 ms
18.6 ms: 1.20x slower
thrift
617 us
9.21 ms: 14.92x slower
Geometric mean
(ref)
1.19x faster
Benchmark hidden because not significant (2): regex_v8, pidigits
Ignored benchmarks (5) of results/bm-20220323-3.10.4-9d38120/bm-20220323-pythonperf1-amd64-python-v3.10.4-3.10.4-9d38120.json: dask, sqlalchemy_declarative, sqlalchemy_imperative, sqlglot_normalize, unpack_sequence
Ignored benchmarks (4) of results/bm-20240605-3.13.0b2-3a83b17-JIT/bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17.json: async_tree_cpu_io_mixed_tg, async_tree_io_tg, async_tree_memoization_tg, async_tree_none_tg
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.18x
95% likely to have a speedup of 1.17x
99% likely to have a speedup of 1.14x