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: 1.21x faster
Memory change: 1.22x
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
281 ms: 1.24x faster
chameleon
9.68 ms
7.06 ms: 1.37x faster
docutils
3.30 sec
2.98 sec: 1.11x faster
html5lib
88.9 ms
68.8 ms: 1.29x faster
tornado_http
136 ms
97.5 ms: 1.40x faster
Geometric mean
(ref)
1.28x 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
385 ms: 1.89x faster
async_tree_memoization
870 ms
461 ms: 1.89x faster
async_tree_io
1.77 sec
944 ms: 1.87x faster
async_tree_cpu_io_mixed
1.02 sec
617 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
80.6 ms: 1.91x faster
float
117 ms
72.1 ms: 1.62x faster
pidigits
191 ms
188 ms: 1.01x faster
Geometric mean
(ref)
1.46x 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
142 ms: 1.33x faster
regex_v8
27.8 ms
24.1 ms: 1.15x faster
regex_dna
227 ms
220 ms: 1.03x faster
regex_effbot
3.63 ms
3.56 ms: 1.02x faster
Geometric mean
(ref)
1.13x 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
298 us: 1.63x faster
tomli_loads
3.14 sec
1.96 sec: 1.60x faster
unpickle_pure_python
331 us
224 us: 1.48x faster
json_dumps
14.2 ms
10.3 ms: 1.38x faster
xml_etree_process
79.1 ms
58.9 ms: 1.34x faster
xml_etree_generate
99.4 ms
82.9 ms: 1.20x faster
xml_etree_iterparse
115 ms
102 ms: 1.14x faster
xml_etree_parse
168 ms
150 ms: 1.12x faster
json_loads
31.2 us
28.8 us: 1.08x faster
pickle_list
5.08 us
5.11 us: 1.01x slower
pickle
10.7 us
12.1 us: 1.14x slower
unpickle
14.4 us
16.7 us: 1.16x slower
pickle_dict
29.6 us
35.6 us: 1.20x slower
Geometric mean
(ref)
1.15x faster
Benchmark hidden because not significant (1): unpickle_list
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
11.3 ms: 1.29x faster
python_startup_no_site
5.93 ms
7.64 ms: 1.29x slower
Geometric mean
(ref)
1.00x 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
9.78 ms: 1.67x faster
django_template
48.2 ms
36.9 ms: 1.30x faster
genshi_text
31.8 ms
25.7 ms: 1.24x faster
genshi_xml
66.0 ms
60.1 ms: 1.10x faster
Geometric mean
(ref)
1.31x 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
171 us: 3.18x faster
generators
80.1 ms
30.0 ms: 2.67x faster
deltablue
7.91 ms
3.76 ms: 2.11x faster
richards_super
94.7 ms
49.4 ms: 1.92x faster
chaos
115 ms
60.3 ms: 1.92x faster
nbody
154 ms
80.6 ms: 1.91x faster
crypto_pyaes
128 ms
67.4 ms: 1.90x faster
async_tree_none
728 ms
385 ms: 1.89x faster
async_tree_memoization
870 ms
461 ms: 1.89x faster
scimark_monte_carlo
118 ms
63.0 ms: 1.88x faster
async_tree_io
1.77 sec
944 ms: 1.87x faster
richards
79.3 ms
43.0 ms: 1.84x faster
raytrace
507 ms
279 ms: 1.82x faster
logging_silent
190 ns
107 ns: 1.77x faster
asyncio_tcp
922 ms
522 ms: 1.77x faster
comprehensions
28.8 us
16.7 us: 1.72x faster
spectral_norm
170 ms
101 ms: 1.68x faster
mako
16.3 ms
9.78 ms: 1.67x faster
sqlglot_parse
2.17 ms
1.31 ms: 1.65x faster
async_tree_cpu_io_mixed
1.02 sec
617 ms: 1.65x faster
pyflate
716 ms
439 ms: 1.63x faster
pickle_pure_python
484 us
298 us: 1.63x faster
float
117 ms
72.1 ms: 1.62x faster
go
240 ms
148 ms: 1.62x faster
scimark_sor
220 ms
137 ms: 1.61x faster
tomli_loads
3.14 sec
1.96 sec: 1.60x faster
hexiom
10.4 ms
6.64 ms: 1.57x faster
sqlglot_transpile
2.57 ms
1.65 ms: 1.56x faster
pylint
551 ms
354 ms: 1.56x faster
deepcopy_memo
58.5 us
37.9 us: 1.54x faster
coroutines
35.1 ms
23.1 ms: 1.52x faster
fannkuch
532 ms
354 ms: 1.50x faster
unpickle_pure_python
331 us
224 us: 1.48x faster
scimark_fft
466 ms
315 ms: 1.48x faster
logging_simple
8.30 us
5.71 us: 1.45x faster
pprint_pformat
2.10 sec
1.45 sec: 1.45x faster
scimark_sparse_mat_mult
6.47 ms
4.46 ms: 1.45x faster
logging_format
9.09 us
6.40 us: 1.42x faster
pprint_safe_repr
1.02 sec
720 ms: 1.41x faster
tornado_http
136 ms
97.5 ms: 1.40x faster
scimark_lu
176 ms
126 ms: 1.39x faster
asyncio_tcp_ssl
2.57 sec
1.86 sec: 1.38x faster
json_dumps
14.2 ms
10.3 ms: 1.38x faster
chameleon
9.68 ms
7.06 ms: 1.37x faster
xml_etree_process
79.1 ms
58.9 ms: 1.34x faster
pycparser
1.58 sec
1.18 sec: 1.33x faster
regex_compile
188 ms
142 ms: 1.33x faster
django_template
48.2 ms
36.9 ms: 1.30x faster
python_startup
14.6 ms
11.3 ms: 1.29x faster
html5lib
88.9 ms
68.8 ms: 1.29x faster
thrift
1.07 ms
834 us: 1.28x faster
deepcopy
479 us
379 us: 1.26x faster
deepcopy_reduce
4.17 us
3.31 us: 1.26x faster
sqlglot_normalize
143 ms
115 ms: 1.25x faster
genshi_text
31.8 ms
25.7 ms: 1.24x faster
2to3
348 ms
281 ms: 1.24x faster
dulwich_log
84.3 ms
68.9 ms: 1.22x faster
nqueens
106 ms
86.7 ms: 1.22x faster
sqlglot_optimize
69.2 ms
57.1 ms: 1.21x faster
xml_etree_generate
99.4 ms
82.9 ms: 1.20x faster
pathlib
20.5 ms
17.2 ms: 1.19x faster
djangocms
38.4 us
32.5 us: 1.18x faster
dask
441 ms
380 ms: 1.16x faster
aiohttp
1.44 ms
1.25 ms: 1.15x faster
regex_v8
27.8 ms
24.1 ms: 1.15x faster
gunicorn
1.53 ms
1.35 ms: 1.14x faster
xml_etree_iterparse
115 ms
102 ms: 1.14x faster
sympy_sum
196 ms
173 ms: 1.14x faster
bench_thread_pool
986 us
868 us: 1.14x faster
sympy_str
346 ms
305 ms: 1.13x faster
sympy_integrate
25.8 ms
22.8 ms: 1.13x faster
xml_etree_parse
168 ms
150 ms: 1.12x faster
docutils
3.30 sec
2.98 sec: 1.11x faster
genshi_xml
66.0 ms
60.1 ms: 1.10x faster
sympy_expand
566 ms
516 ms: 1.10x faster
mypy2
894 ms
819 ms: 1.09x faster
meteor_contest
120 ms
110 ms: 1.09x faster
json_loads
31.2 us
28.8 us: 1.08x faster
sqlite_synth
3.02 us
2.85 us: 1.06x faster
json
5.69 ms
5.48 ms: 1.04x faster
regex_dna
227 ms
220 ms: 1.03x faster
mdp
2.85 sec
2.79 sec: 1.02x faster
regex_effbot
3.63 ms
3.56 ms: 1.02x faster
pidigits
191 ms
188 ms: 1.01x faster
gc_traversal
3.62 ms
3.57 ms: 1.01x faster
pickle_list
5.08 us
5.11 us: 1.01x slower
asyncio_websockets
559 ms
567 ms: 1.02x slower
async_generators
444 ms
474 ms: 1.07x slower
flaskblogging
8.58 ms
9.32 ms: 1.09x slower
telco
7.27 ms
8.07 ms: 1.11x slower
create_gc_cycles
1.62 ms
1.83 ms: 1.13x slower
pickle
10.7 us
12.1 us: 1.14x slower
unpickle
14.4 us
16.7 us: 1.16x slower
coverage
79.4 ms
93.9 ms: 1.18x slower
pickle_dict
29.6 us
35.6 us: 1.20x slower
python_startup_no_site
5.93 ms
7.64 ms: 1.29x slower
Geometric mean
(ref)
1.32x faster
Benchmark hidden because not significant (2): bench_mp_pool, unpickle_list
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-JIT/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 1.25x
95% likely to have a speedup of 1.24x
99% likely to have a speedup of 1.21x