fork: python
ref: a19bb261a327e1008f21
machine: linux-x86_64
commit hash: a19bb26
commit date: 2024-06-15
overall geometric mean: 1.11x faster
HPT reliability: 99.92%
HPT 99th percentile: 1.01x faster
Memory change: 1.13x
Benchmarks with tag 'apps':
Benchmark
bm-20220323-linux-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-linux-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
2to3
348 ms
340 ms: 1.03x faster
chameleon
9.68 ms
8.17 ms: 1.19x faster
docutils
3.30 sec
3.39 sec: 1.03x slower
html5lib
88.9 ms
80.9 ms: 1.10x faster
tornado_http
136 ms
106 ms: 1.29x faster
Geometric mean
(ref)
1.11x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20220323-linux-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-linux-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
async_tree_io
1.77 sec
985 ms: 1.80x faster
async_tree_none
728 ms
406 ms: 1.79x faster
async_tree_memoization
870 ms
510 ms: 1.71x faster
async_tree_cpu_io_mixed
1.02 sec
642 ms: 1.58x faster
Geometric mean
(ref)
1.72x faster
Benchmarks with tag 'math':
Benchmark
bm-20220323-linux-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-linux-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
float
117 ms
97.0 ms: 1.21x faster
nbody
154 ms
137 ms: 1.12x faster
pidigits
191 ms
191 ms: 1.00x slower
Geometric mean
(ref)
1.10x faster
Benchmarks with tag 'regex':
Benchmark
bm-20220323-linux-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-linux-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
regex_v8
27.8 ms
25.0 ms: 1.11x faster
regex_dna
227 ms
230 ms: 1.01x slower
regex_effbot
3.63 ms
3.80 ms: 1.05x slower
regex_compile
188 ms
203 ms: 1.08x slower
Geometric mean
(ref)
1.01x slower
Benchmarks with tag 'serialize':
Benchmark
bm-20220323-linux-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-linux-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
json_dumps
14.2 ms
11.1 ms: 1.27x faster
xml_etree_process
79.1 ms
70.0 ms: 1.13x faster
pickle_pure_python
484 us
439 us: 1.10x faster
tomli_loads
3.14 sec
2.85 sec: 1.10x faster
xml_etree_parse
168 ms
153 ms: 1.10x faster
json_loads
31.2 us
28.8 us: 1.09x faster
unpickle_pure_python
331 us
307 us: 1.08x faster
pickle_list
5.08 us
5.12 us: 1.01x slower
xml_etree_generate
99.4 ms
100 ms: 1.01x slower
unpickle_list
5.20 us
5.43 us: 1.04x slower
pickle
10.7 us
11.9 us: 1.11x slower
unpickle
14.4 us
16.2 us: 1.12x slower
pickle_dict
29.6 us
35.5 us: 1.20x slower
Geometric mean
(ref)
1.03x faster
Benchmark hidden because not significant (1): xml_etree_iterparse
Benchmarks with tag 'startup':
Benchmark
bm-20220323-linux-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-linux-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
python_startup
14.6 ms
10.9 ms: 1.34x faster
python_startup_no_site
5.93 ms
7.21 ms: 1.21x slower
Geometric mean
(ref)
1.05x faster
Benchmarks with tag 'template':
Benchmark
bm-20220323-linux-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-linux-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
mako
16.3 ms
14.8 ms: 1.10x faster
django_template
48.2 ms
44.1 ms: 1.09x faster
genshi_text
31.8 ms
34.3 ms: 1.08x slower
genshi_xml
66.0 ms
75.0 ms: 1.14x slower
Geometric mean
(ref)
1.00x slower
Benchmark
bm-20220323-linux-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-linux-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
typing_runtime_protocols
544 us
199 us: 2.74x faster
generators
80.1 ms
31.1 ms: 2.58x faster
async_tree_io
1.77 sec
985 ms: 1.80x faster
async_tree_none
728 ms
406 ms: 1.79x faster
asyncio_tcp
922 ms
528 ms: 1.75x faster
deltablue
7.91 ms
4.63 ms: 1.71x faster
async_tree_memoization
870 ms
510 ms: 1.71x faster
async_tree_cpu_io_mixed
1.02 sec
642 ms: 1.58x faster
pylint
551 ms
370 ms: 1.49x faster
raytrace
507 ms
343 ms: 1.48x faster
coroutines
35.1 ms
24.6 ms: 1.43x faster
asyncio_tcp_ssl
2.57 sec
1.88 sec: 1.37x faster
scimark_sor
220 ms
162 ms: 1.36x faster
python_startup
14.6 ms
10.9 ms: 1.34x faster
richards_super
94.7 ms
71.5 ms: 1.32x faster
tornado_http
136 ms
106 ms: 1.29x faster
chaos
115 ms
89.7 ms: 1.29x faster
crypto_pyaes
128 ms
99.9 ms: 1.28x faster
logging_simple
8.30 us
6.49 us: 1.28x faster
thrift
1.07 ms
840 us: 1.28x faster
json_dumps
14.2 ms
11.1 ms: 1.27x faster
logging_format
9.09 us
7.26 us: 1.25x faster
go
240 ms
192 ms: 1.25x faster
sqlglot_parse
2.17 ms
1.76 ms: 1.23x faster
richards
79.3 ms
64.5 ms: 1.23x faster
float
117 ms
97.0 ms: 1.21x faster
sqlglot_transpile
2.57 ms
2.15 ms: 1.20x faster
chameleon
9.68 ms
8.17 ms: 1.19x faster
scimark_monte_carlo
118 ms
100 ms: 1.18x faster
djangocms
38.4 us
33.1 us: 1.16x faster
logging_silent
190 ns
166 ns: 1.15x faster
xml_etree_process
79.1 ms
70.0 ms: 1.13x faster
aiohttp
1.44 ms
1.28 ms: 1.12x faster
pyflate
716 ms
638 ms: 1.12x faster
dask
441 ms
394 ms: 1.12x faster
nbody
154 ms
137 ms: 1.12x faster
pathlib
20.5 ms
18.4 ms: 1.11x faster
gunicorn
1.53 ms
1.38 ms: 1.11x faster
dulwich_log
84.3 ms
75.8 ms: 1.11x faster
regex_v8
27.8 ms
25.0 ms: 1.11x faster
mako
16.3 ms
14.8 ms: 1.10x faster
pickle_pure_python
484 us
439 us: 1.10x faster
tomli_loads
3.14 sec
2.85 sec: 1.10x faster
html5lib
88.9 ms
80.9 ms: 1.10x faster
xml_etree_parse
168 ms
153 ms: 1.10x faster
django_template
48.2 ms
44.1 ms: 1.09x faster
pycparser
1.58 sec
1.44 sec: 1.09x faster
json_loads
31.2 us
28.8 us: 1.09x faster
spectral_norm
170 ms
157 ms: 1.08x faster
unpickle_pure_python
331 us
307 us: 1.08x faster
bench_thread_pool
986 us
934 us: 1.06x faster
comprehensions
28.8 us
27.4 us: 1.05x faster
mypy2
894 ms
862 ms: 1.04x faster
scimark_lu
176 ms
170 ms: 1.03x faster
sympy_sum
196 ms
191 ms: 1.03x faster
2to3
348 ms
340 ms: 1.03x faster
deepcopy_reduce
4.17 us
4.07 us: 1.02x faster
deepcopy_memo
58.5 us
57.6 us: 1.01x faster
json
5.69 ms
5.62 ms: 1.01x faster
sympy_integrate
25.8 ms
25.6 ms: 1.01x faster
sqlglot_normalize
143 ms
142 ms: 1.00x faster
pidigits
191 ms
191 ms: 1.00x slower
pickle_list
5.08 us
5.12 us: 1.01x slower
fannkuch
532 ms
536 ms: 1.01x slower
xml_etree_generate
99.4 ms
100 ms: 1.01x slower
sqlglot_optimize
69.2 ms
69.9 ms: 1.01x slower
pprint_pformat
2.10 sec
2.13 sec: 1.01x slower
sqlite_synth
3.02 us
3.07 us: 1.01x slower
regex_dna
227 ms
230 ms: 1.01x slower
asyncio_websockets
559 ms
568 ms: 1.02x slower
pprint_safe_repr
1.02 sec
1.04 sec: 1.02x slower
deepcopy
479 us
491 us: 1.02x slower
sympy_str
346 ms
354 ms: 1.02x slower
docutils
3.30 sec
3.39 sec: 1.03x slower
scimark_fft
466 ms
482 ms: 1.03x slower
sympy_expand
566 ms
586 ms: 1.04x slower
unpickle_list
5.20 us
5.43 us: 1.04x slower
regex_effbot
3.63 ms
3.80 ms: 1.05x slower
scimark_sparse_mat_mult
6.47 ms
6.81 ms: 1.05x slower
hexiom
10.4 ms
11.0 ms: 1.06x slower
meteor_contest
120 ms
127 ms: 1.06x slower
gc_traversal
3.62 ms
3.87 ms: 1.07x slower
regex_compile
188 ms
203 ms: 1.08x slower
genshi_text
31.8 ms
34.3 ms: 1.08x slower
mdp
2.85 sec
3.13 sec: 1.10x slower
flaskblogging
8.58 ms
9.44 ms: 1.10x slower
async_generators
444 ms
488 ms: 1.10x slower
pickle
10.7 us
11.9 us: 1.11x slower
nqueens
106 ms
119 ms: 1.12x slower
unpickle
14.4 us
16.2 us: 1.12x slower
create_gc_cycles
1.62 ms
1.84 ms: 1.14x slower
genshi_xml
66.0 ms
75.0 ms: 1.14x slower
coverage
79.4 ms
94.4 ms: 1.19x slower
pickle_dict
29.6 us
35.5 us: 1.20x slower
python_startup_no_site
5.93 ms
7.21 ms: 1.21x slower
telco
7.27 ms
9.73 ms: 1.34x slower
Geometric mean
(ref)
1.11x faster
Benchmark hidden because not significant (2): xml_etree_iterparse, bench_mp_pool
Ignored benchmarks (3) of results/bm-20220323-3.10.4-9d38120/bm-20220323-linux-x86_64-python-v3.10.4-3.10.4-9d38120.json: sqlalchemy_declarative, sqlalchemy_imperative, unpack_sequence
Ignored benchmarks (5) of results/bm-20240615-3.13.0b2+-a19bb26-PYTHON_UOPS/bm-20240615-linux-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26.json: async_tree_cpu_io_mixed_tg, async_tree_io_tg, async_tree_memoization_tg, async_tree_none_tg, bpe_tokeniser
Reliability score: 99.92% likely to be faster
90% likely to have a speedup of 1.04x
95% likely to have a speedup of 1.03x
99% likely to have a speedup of 1.01x