fork: python
ref: a19bb261a327e1008f21
machine: linux-x86_64
commit hash: a19bb26
commit date: 2024-06-15
overall geometric mean: 1.32x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.25x faster
Memory change: 1.12x
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
274 ms: 1.27x faster
chameleon
9.68 ms
7.08 ms: 1.37x faster
docutils
3.30 sec
2.83 sec: 1.16x faster
html5lib
88.9 ms
68.9 ms: 1.29x faster
tornado_http
136 ms
94.1 ms: 1.45x faster
Geometric mean
(ref)
1.30x 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_none
728 ms
379 ms: 1.92x faster
async_tree_memoization
870 ms
462 ms: 1.88x faster
async_tree_io
1.77 sec
954 ms: 1.85x faster
async_tree_cpu_io_mixed
1.02 sec
614 ms: 1.65x faster
Geometric mean
(ref)
1.82x 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
nbody
154 ms
89.3 ms: 1.72x faster
float
117 ms
79.6 ms: 1.47x faster
pidigits
191 ms
189 ms: 1.01x faster
Geometric mean
(ref)
1.37x 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_compile
188 ms
136 ms: 1.38x faster
regex_v8
27.8 ms
24.8 ms: 1.12x faster
regex_dna
227 ms
235 ms: 1.04x slower
regex_effbot
3.63 ms
3.78 ms: 1.04x slower
Geometric mean
(ref)
1.09x faster
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
pickle_pure_python
484 us
304 us: 1.59x faster
unpickle_pure_python
331 us
220 us: 1.50x faster
tomli_loads
3.14 sec
2.18 sec: 1.44x faster
json_dumps
14.2 ms
10.8 ms: 1.31x faster
xml_etree_process
79.1 ms
62.1 ms: 1.27x faster
xml_etree_generate
99.4 ms
88.5 ms: 1.12x faster
json_loads
31.2 us
28.6 us: 1.09x faster
xml_etree_iterparse
115 ms
108 ms: 1.07x faster
xml_etree_parse
168 ms
159 ms: 1.06x faster
pickle_list
5.08 us
5.02 us: 1.01x faster
unpickle_list
5.20 us
5.54 us: 1.07x slower
unpickle
14.4 us
16.1 us: 1.12x slower
pickle
10.7 us
11.9 us: 1.12x slower
pickle_dict
29.6 us
34.4 us: 1.16x slower
Geometric mean
(ref)
1.12x faster
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: 1.33x faster
python_startup_no_site
5.93 ms
7.21 ms: 1.22x 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
11.4 ms: 1.43x faster
django_template
48.2 ms
35.0 ms: 1.38x faster
genshi_text
31.8 ms
23.8 ms: 1.34x faster
genshi_xml
66.0 ms
52.4 ms: 1.26x faster
Geometric mean
(ref)
1.35x faster
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
165 us: 3.29x faster
generators
80.1 ms
29.3 ms: 2.73x faster
deltablue
7.91 ms
3.32 ms: 2.39x faster
async_tree_none
728 ms
379 ms: 1.92x faster
chaos
115 ms
61.2 ms: 1.89x faster
async_tree_memoization
870 ms
462 ms: 1.88x faster
raytrace
507 ms
272 ms: 1.87x faster
async_tree_io
1.77 sec
954 ms: 1.85x faster
logging_silent
190 ns
104 ns: 1.83x faster
asyncio_tcp
922 ms
505 ms: 1.83x faster
pylint
551 ms
317 ms: 1.74x faster
nbody
154 ms
89.3 ms: 1.72x faster
scimark_sor
220 ms
129 ms: 1.71x faster
scimark_monte_carlo
118 ms
69.3 ms: 1.71x faster
comprehensions
28.8 us
17.0 us: 1.70x faster
go
240 ms
143 ms: 1.68x faster
richards_super
94.7 ms
56.8 ms: 1.67x faster
crypto_pyaes
128 ms
76.7 ms: 1.67x faster
hexiom
10.4 ms
6.25 ms: 1.66x faster
sqlglot_parse
2.17 ms
1.31 ms: 1.66x faster
async_tree_cpu_io_mixed
1.02 sec
614 ms: 1.65x faster
pickle_pure_python
484 us
304 us: 1.59x faster
sqlglot_transpile
2.57 ms
1.62 ms: 1.59x faster
richards
79.3 ms
50.2 ms: 1.58x faster
coroutines
35.1 ms
22.7 ms: 1.54x faster
unpickle_pure_python
331 us
220 us: 1.50x faster
scimark_lu
176 ms
119 ms: 1.48x faster
pyflate
716 ms
485 ms: 1.48x faster
float
117 ms
79.6 ms: 1.47x faster
deepcopy_memo
58.5 us
39.8 us: 1.47x faster
logging_simple
8.30 us
5.68 us: 1.46x faster
spectral_norm
170 ms
116 ms: 1.46x faster
tornado_http
136 ms
94.1 ms: 1.45x faster
tomli_loads
3.14 sec
2.18 sec: 1.44x faster
logging_format
9.09 us
6.35 us: 1.43x faster
mako
16.3 ms
11.4 ms: 1.43x faster
asyncio_tcp_ssl
2.57 sec
1.85 sec: 1.39x faster
regex_compile
188 ms
136 ms: 1.38x faster
django_template
48.2 ms
35.0 ms: 1.38x faster
chameleon
9.68 ms
7.08 ms: 1.37x faster
pprint_pformat
2.10 sec
1.56 sec: 1.35x faster
pycparser
1.58 sec
1.18 sec: 1.34x faster
genshi_text
31.8 ms
23.8 ms: 1.34x faster
python_startup
14.6 ms
10.9 ms: 1.33x faster
pprint_safe_repr
1.02 sec
764 ms: 1.33x faster
nqueens
106 ms
80.4 ms: 1.32x faster
thrift
1.07 ms
816 us: 1.31x faster
fannkuch
532 ms
406 ms: 1.31x faster
json_dumps
14.2 ms
10.8 ms: 1.31x faster
deepcopy
479 us
366 us: 1.31x faster
sqlglot_normalize
143 ms
110 ms: 1.30x faster
html5lib
88.9 ms
68.9 ms: 1.29x faster
dulwich_log
84.3 ms
65.8 ms: 1.28x faster
deepcopy_reduce
4.17 us
3.27 us: 1.27x faster
xml_etree_process
79.1 ms
62.1 ms: 1.27x faster
2to3
348 ms
274 ms: 1.27x faster
sympy_sum
196 ms
155 ms: 1.26x faster
genshi_xml
66.0 ms
52.4 ms: 1.26x faster
sympy_integrate
25.8 ms
20.5 ms: 1.26x faster
sqlglot_optimize
69.2 ms
55.3 ms: 1.25x faster
scimark_sparse_mat_mult
6.47 ms
5.22 ms: 1.24x faster
scimark_fft
466 ms
377 ms: 1.24x faster
djangocms
38.4 us
31.1 us: 1.23x faster
sympy_str
346 ms
281 ms: 1.23x faster
aiohttp
1.44 ms
1.18 ms: 1.22x faster
mypy2
894 ms
741 ms: 1.21x faster
sympy_expand
566 ms
470 ms: 1.20x faster
gunicorn
1.53 ms
1.28 ms: 1.20x faster
dask
441 ms
369 ms: 1.19x faster
bench_thread_pool
986 us
830 us: 1.19x faster
pathlib
20.5 ms
17.5 ms: 1.17x faster
docutils
3.30 sec
2.83 sec: 1.16x faster
xml_etree_generate
99.4 ms
88.5 ms: 1.12x faster
regex_v8
27.8 ms
24.8 ms: 1.12x faster
mdp
2.85 sec
2.60 sec: 1.10x faster
json_loads
31.2 us
28.6 us: 1.09x faster
json
5.69 ms
5.28 ms: 1.08x faster
meteor_contest
120 ms
112 ms: 1.07x faster
xml_etree_iterparse
115 ms
108 ms: 1.07x faster
xml_etree_parse
168 ms
159 ms: 1.06x faster
pickle_list
5.08 us
5.02 us: 1.01x faster
pidigits
191 ms
189 ms: 1.01x faster
bench_mp_pool
24.0 ms
23.9 ms: 1.01x faster
async_generators
444 ms
441 ms: 1.01x faster
asyncio_websockets
559 ms
567 ms: 1.02x slower
flaskblogging
8.58 ms
8.90 ms: 1.04x slower
regex_dna
227 ms
235 ms: 1.04x slower
regex_effbot
3.63 ms
3.78 ms: 1.04x slower
gc_traversal
3.62 ms
3.81 ms: 1.05x slower
unpickle_list
5.20 us
5.54 us: 1.07x slower
unpickle
14.4 us
16.1 us: 1.12x slower
pickle
10.7 us
11.9 us: 1.12x slower
create_gc_cycles
1.62 ms
1.83 ms: 1.13x slower
pickle_dict
29.6 us
34.4 us: 1.16x slower
telco
7.27 ms
8.47 ms: 1.17x slower
coverage
79.4 ms
94.1 ms: 1.18x slower
python_startup_no_site
5.93 ms
7.21 ms: 1.22x slower
Geometric mean
(ref)
1.32x faster
Benchmark hidden because not significant (1): sqlite_synth
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/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: 100.00% likely to be faster
90% likely to have a speedup of 1.27x
95% likely to have a speedup of 1.27x
99% likely to have a speedup of 1.25x