fork: python
ref: v3.13.0b2
machine: windows-amd64
commit hash: 3a83b17
commit date: 2024-06-05
overall geometric mean: 1.11x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.08x faster
Memory change: unknown
Benchmarks with tag 'apps':
Benchmark
bm-20221024-pythonperf1-amd64-python-v3.11.0-3.11.0-deaf509
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
2to3
214 ms
207 ms: 1.03x faster
chameleon
5.26 ms
4.80 ms: 1.10x faster
docutils
1.64 sec
1.63 sec: 1.01x faster
html5lib
38.9 ms
35.0 ms: 1.11x faster
tornado_http
92.8 ms
81.8 ms: 1.13x faster
Geometric mean
(ref)
1.08x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20221024-pythonperf1-amd64-python-v3.11.0-3.11.0-deaf509
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
async_tree_memoization_tg
405 ms
258 ms: 1.57x faster
async_tree_none_tg
309 ms
202 ms: 1.53x faster
async_tree_none
332 ms
218 ms: 1.52x faster
async_tree_memoization
399 ms
264 ms: 1.51x faster
async_tree_io
808 ms
588 ms: 1.37x faster
async_tree_io_tg
829 ms
605 ms: 1.37x faster
async_tree_cpu_io_mixed_tg
523 ms
382 ms: 1.37x faster
async_tree_cpu_io_mixed
530 ms
389 ms: 1.36x faster
Geometric mean
(ref)
1.45x faster
Benchmarks with tag 'math':
Benchmark
bm-20221024-pythonperf1-amd64-python-v3.11.0-3.11.0-deaf509
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
float
54.4 ms
49.7 ms: 1.09x faster
nbody
70.3 ms
67.6 ms: 1.04x faster
Geometric mean
(ref)
1.04x faster
Benchmark hidden because not significant (1): pidigits
Benchmarks with tag 'regex':
Benchmark
bm-20221024-pythonperf1-amd64-python-v3.11.0-3.11.0-deaf509
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
regex_compile
91.0 ms
78.0 ms: 1.17x faster
regex_dna
116 ms
119 ms: 1.02x slower
regex_effbot
1.50 ms
1.58 ms: 1.06x slower
regex_v8
14.2 ms
15.8 ms: 1.11x slower
Geometric mean
(ref)
1.01x slower
Benchmarks with tag 'serialize':
Benchmark
bm-20221024-pythonperf1-amd64-python-v3.11.0-3.11.0-deaf509
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
json_dumps
8.09 ms
5.61 ms: 1.44x faster
unpickle_pure_python
157 us
122 us: 1.29x faster
pickle_pure_python
208 us
175 us: 1.19x faster
tomli_loads
1.46 sec
1.35 sec: 1.08x faster
xml_etree_parse
97.6 ms
90.9 ms: 1.07x faster
xml_etree_iterparse
65.6 ms
62.3 ms: 1.05x faster
xml_etree_process
37.2 ms
36.4 ms: 1.02x faster
pickle_dict
18.5 us
18.1 us: 1.02x faster
xml_etree_generate
52.5 ms
53.2 ms: 1.01x slower
unpickle_list
2.59 us
2.62 us: 1.01x slower
pickle
6.64 us
7.11 us: 1.07x slower
pickle_list
2.70 us
2.90 us: 1.08x slower
json_loads
13.0 us
14.2 us: 1.09x slower
unpickle
7.57 us
8.40 us: 1.11x slower
Geometric mean
(ref)
1.05x faster
Benchmarks with tag 'startup':
Benchmark
bm-20221024-pythonperf1-amd64-python-v3.11.0-3.11.0-deaf509
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
python_startup_no_site
16.8 ms
16.2 ms: 1.04x faster
python_startup
19.8 ms
20.3 ms: 1.03x slower
Geometric mean
(ref)
1.01x faster
Benchmarks with tag 'template':
Benchmark
bm-20221024-pythonperf1-amd64-python-v3.11.0-3.11.0-deaf509
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
genshi_text
18.4 ms
14.4 ms: 1.28x faster
genshi_xml
39.9 ms
31.6 ms: 1.26x faster
mako
7.58 ms
6.36 ms: 1.19x faster
django_template
24.4 ms
21.7 ms: 1.13x faster
Geometric mean
(ref)
1.22x faster
Benchmark
bm-20221024-pythonperf1-amd64-python-v3.11.0-3.11.0-deaf509
bm-20240605-pythonperf1-amd64-python-v3.13.0b2-3.13.0b2-3a83b17
typing_runtime_protocols
326 us
101 us: 3.23x faster
generators
34.0 ms
19.6 ms: 1.74x faster
pylint
323 ms
205 ms: 1.58x faster
async_tree_memoization_tg
405 ms
258 ms: 1.57x faster
asyncio_tcp
726 ms
471 ms: 1.54x faster
async_tree_none_tg
309 ms
202 ms: 1.53x faster
async_tree_none
332 ms
218 ms: 1.52x faster
async_tree_memoization
399 ms
264 ms: 1.51x faster
comprehensions
15.6 us
10.4 us: 1.51x faster
json_dumps
8.09 ms
5.61 ms: 1.44x faster
deltablue
2.70 ms
1.88 ms: 1.43x faster
async_tree_io
808 ms
588 ms: 1.37x faster
async_tree_io_tg
829 ms
605 ms: 1.37x faster
asyncio_tcp_ssl
2.03 sec
1.48 sec: 1.37x faster
async_tree_cpu_io_mixed_tg
523 ms
382 ms: 1.37x faster
async_tree_cpu_io_mixed
530 ms
389 ms: 1.36x faster
logging_silent
71.8 ns
52.9 ns: 1.36x faster
raytrace
213 ms
162 ms: 1.32x faster
unpickle_pure_python
157 us
122 us: 1.29x faster
richards_super
38.7 ms
30.2 ms: 1.28x faster
genshi_text
18.4 ms
14.4 ms: 1.28x faster
sqlglot_parse
953 us
748 us: 1.27x faster
genshi_xml
39.9 ms
31.6 ms: 1.26x faster
chaos
48.4 ms
38.4 ms: 1.26x faster
go
101 ms
82.1 ms: 1.23x faster
hexiom
4.55 ms
3.72 ms: 1.22x faster
sqlglot_transpile
1.16 ms
955 us: 1.22x faster
dulwich_log
46.4 ms
38.0 ms: 1.22x faster
mdp
1.59 sec
1.31 sec: 1.21x faster
nqueens
68.3 ms
56.7 ms: 1.21x faster
mako
7.58 ms
6.36 ms: 1.19x faster
pickle_pure_python
208 us
175 us: 1.19x faster
logging_simple
6.86 us
5.78 us: 1.19x faster
sympy_sum
100 ms
84.4 ms: 1.19x faster
richards
31.4 ms
26.7 ms: 1.18x faster
deepcopy_memo
26.0 us
22.1 us: 1.18x faster
coroutines
15.0 ms
12.8 ms: 1.17x faster
regex_compile
91.0 ms
78.0 ms: 1.17x faster
sympy_str
185 ms
159 ms: 1.16x faster
scimark_monte_carlo
45.3 ms
39.1 ms: 1.16x faster
logging_format
7.16 us
6.22 us: 1.15x faster
sympy_integrate
14.0 ms
12.2 ms: 1.15x faster
bench_thread_pool
872 us
768 us: 1.14x faster
tornado_http
92.8 ms
81.8 ms: 1.13x faster
django_template
24.4 ms
21.7 ms: 1.13x faster
pprint_pformat
1.09 sec
966 ms: 1.13x faster
deepcopy
246 us
220 us: 1.12x faster
pyflate
312 ms
279 ms: 1.12x faster
pprint_safe_repr
529 ms
474 ms: 1.12x faster
scimark_lu
62.8 ms
56.6 ms: 1.11x faster
html5lib
38.9 ms
35.0 ms: 1.11x faster
sqlite_synth
1.77 us
1.60 us: 1.11x faster
sympy_expand
299 ms
271 ms: 1.10x faster
sqlglot_normalize
190 ms
173 ms: 1.10x faster
mypy2
459 ms
418 ms: 1.10x faster
chameleon
5.26 ms
4.80 ms: 1.10x faster
float
54.4 ms
49.7 ms: 1.09x faster
tomli_loads
1.46 sec
1.35 sec: 1.08x faster
meteor_contest
75.2 ms
69.9 ms: 1.08x faster
crypto_pyaes
48.9 ms
45.5 ms: 1.07x faster
xml_etree_parse
97.6 ms
90.9 ms: 1.07x faster
spectral_norm
68.3 ms
63.7 ms: 1.07x faster
sqlglot_optimize
34.5 ms
32.7 ms: 1.06x faster
xml_etree_iterparse
65.6 ms
62.3 ms: 1.05x faster
scimark_fft
179 ms
171 ms: 1.05x faster
fannkuch
253 ms
243 ms: 1.04x faster
nbody
70.3 ms
67.6 ms: 1.04x faster
python_startup_no_site
16.8 ms
16.2 ms: 1.04x faster
scimark_sor
78.1 ms
75.3 ms: 1.04x faster
deepcopy_reduce
2.06 us
1.99 us: 1.03x faster
2to3
214 ms
207 ms: 1.03x faster
coverage
43.4 ms
42.1 ms: 1.03x faster
scimark_sparse_mat_mult
2.58 ms
2.50 ms: 1.03x faster
xml_etree_process
37.2 ms
36.4 ms: 1.02x faster
pickle_dict
18.5 us
18.1 us: 1.02x faster
docutils
1.64 sec
1.63 sec: 1.01x faster
flaskblogging
2.03 sec
2.03 sec: 1.00x slower
xml_etree_generate
52.5 ms
53.2 ms: 1.01x slower
unpickle_list
2.59 us
2.62 us: 1.01x slower
regex_dna
116 ms
119 ms: 1.02x slower
bench_mp_pool
63.2 ms
64.8 ms: 1.02x slower
python_startup
19.8 ms
20.3 ms: 1.03x slower
gc_traversal
1.49 ms
1.55 ms: 1.04x slower
regex_effbot
1.50 ms
1.58 ms: 1.06x slower
pathlib
70.9 ms
75.9 ms: 1.07x slower
json
2.98 ms
3.19 ms: 1.07x slower
pickle
6.64 us
7.11 us: 1.07x slower
pickle_list
2.70 us
2.90 us: 1.08x slower
json_loads
13.0 us
14.2 us: 1.09x slower
unpickle
7.57 us
8.40 us: 1.11x slower
regex_v8
14.2 ms
15.8 ms: 1.11x slower
telco
4.06 ms
4.67 ms: 1.15x slower
create_gc_cycles
713 us
888 us: 1.24x slower
async_generators
177 ms
223 ms: 1.26x slower
thrift
494 us
8.11 ms: 16.42x slower
Geometric mean
(ref)
1.11x faster
Benchmark hidden because not significant (3): pidigits, aiohttp, pycparser
Ignored benchmarks (4) of results/bm-20221024-3.11.0-deaf509/bm-20221024-pythonperf1-amd64-python-v3.11.0-3.11.0-deaf509.json: dask, sqlalchemy_declarative, sqlalchemy_imperative, unpack_sequence
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.10x
95% likely to have a speedup of 1.09x
99% likely to have a speedup of 1.08x