fork: python
ref: a19bb261a327e1008f21
machine: linux-x86_64
commit hash: a19bb26
commit date: 2024-06-15
overall geometric mean: 1.25x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.16x faster
Memory change: 1.23x
Benchmarks with tag 'apps':
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
2to3
350 ms
309 ms: 1.13x faster
chameleon
9.44 ms
7.81 ms: 1.21x faster
docutils
3.41 sec
3.16 sec: 1.08x faster
html5lib
94.6 ms
74.7 ms: 1.27x faster
tornado_http
157 ms
124 ms: 1.27x faster
Geometric mean
(ref)
1.19x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
async_tree_none
692 ms
378 ms: 1.83x faster
async_tree_io
1.60 sec
882 ms: 1.81x faster
async_tree_memoization
819 ms
454 ms: 1.81x faster
async_tree_cpu_io_mixed
936 ms
634 ms: 1.48x faster
Geometric mean
(ref)
1.72x faster
Benchmarks with tag 'math':
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
nbody
134 ms
81.0 ms: 1.66x faster
float
111 ms
74.5 ms: 1.49x faster
pidigits
271 ms
253 ms: 1.07x faster
Geometric mean
(ref)
1.38x faster
Benchmarks with tag 'regex':
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
regex_compile
190 ms
142 ms: 1.34x faster
regex_dna
261 ms
242 ms: 1.08x faster
regex_v8
27.2 ms
25.5 ms: 1.07x faster
regex_effbot
3.09 ms
3.47 ms: 1.13x slower
Geometric mean
(ref)
1.08x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
pickle_pure_python
455 us
320 us: 1.42x faster
unpickle_pure_python
312 us
220 us: 1.42x faster
tomli_loads
2.92 sec
2.10 sec: 1.39x faster
json_dumps
14.5 ms
10.5 ms: 1.39x faster
xml_etree_process
75.9 ms
59.4 ms: 1.28x faster
json_loads
30.3 us
24.6 us: 1.24x faster
xml_etree_parse
160 ms
143 ms: 1.12x faster
xml_etree_iterparse
110 ms
99.4 ms: 1.11x faster
xml_etree_generate
92.3 ms
83.7 ms: 1.10x faster
unpickle_list
4.65 us
4.79 us: 1.03x slower
pickle
9.89 us
10.9 us: 1.10x slower
unpickle
13.5 us
15.0 us: 1.11x slower
pickle_list
4.12 us
4.58 us: 1.11x slower
pickle_dict
29.5 us
33.4 us: 1.13x slower
Geometric mean
(ref)
1.13x faster
Benchmarks with tag 'startup':
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
python_startup
11.5 ms
14.0 ms: 1.21x slower
python_startup_no_site
7.33 ms
9.55 ms: 1.30x slower
Geometric mean
(ref)
1.26x slower
Benchmarks with tag 'template':
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
mako
14.7 ms
9.14 ms: 1.61x faster
django_template
50.2 ms
41.6 ms: 1.21x faster
genshi_text
31.4 ms
28.7 ms: 1.09x faster
genshi_xml
63.3 ms
64.0 ms: 1.01x slower
Geometric mean
(ref)
1.20x faster
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
typing_runtime_protocols
537 us
184 us: 2.92x faster
asyncio_tcp
779 ms
380 ms: 2.05x faster
deltablue
7.50 ms
3.76 ms: 1.99x faster
asyncio_tcp_ssl
3.10 sec
1.58 sec: 1.96x faster
async_tree_none
692 ms
378 ms: 1.83x faster
async_tree_io
1.60 sec
882 ms: 1.81x faster
async_tree_memoization
819 ms
454 ms: 1.81x faster
raytrace
489 ms
287 ms: 1.71x faster
richards_super
90.6 ms
53.1 ms: 1.71x faster
crypto_pyaes
119 ms
70.5 ms: 1.69x faster
chaos
109 ms
64.3 ms: 1.69x faster
spectral_norm
139 ms
82.5 ms: 1.69x faster
pyflate
733 ms
441 ms: 1.66x faster
nbody
134 ms
81.0 ms: 1.66x faster
scimark_monte_carlo
107 ms
66.0 ms: 1.63x faster
generators
57.3 ms
35.4 ms: 1.62x faster
richards
75.1 ms
46.4 ms: 1.62x faster
mako
14.7 ms
9.14 ms: 1.61x faster
go
262 ms
165 ms: 1.59x faster
sqlglot_parse
2.24 ms
1.43 ms: 1.57x faster
float
111 ms
74.5 ms: 1.49x faster
pylint
566 ms
382 ms: 1.48x faster
async_tree_cpu_io_mixed
936 ms
634 ms: 1.48x faster
comprehensions
26.7 us
18.1 us: 1.47x faster
sqlglot_transpile
2.68 ms
1.84 ms: 1.46x faster
pickle_pure_python
455 us
320 us: 1.42x faster
fannkuch
483 ms
340 ms: 1.42x faster
unpickle_pure_python
312 us
220 us: 1.42x faster
coroutines
30.3 ms
21.7 ms: 1.39x faster
hexiom
9.42 ms
6.77 ms: 1.39x faster
tomli_loads
2.92 sec
2.10 sec: 1.39x faster
json_dumps
14.5 ms
10.5 ms: 1.39x faster
logging_format
9.64 us
7.11 us: 1.36x faster
logging_simple
8.88 us
6.54 us: 1.36x faster
logging_silent
167 ns
124 ns: 1.35x faster
deepcopy_memo
49.8 us
37.1 us: 1.34x faster
regex_compile
190 ms
142 ms: 1.34x faster
pycparser
1.67 sec
1.25 sec: 1.33x faster
bench_mp_pool
6.37 ms
4.78 ms: 1.33x faster
scimark_sor
180 ms
136 ms: 1.33x faster
scimark_lu
167 ms
127 ms: 1.31x faster
pprint_pformat
2.15 sec
1.64 sec: 1.31x faster
pprint_safe_repr
1.05 sec
801 ms: 1.31x faster
xml_etree_process
75.9 ms
59.4 ms: 1.28x faster
tornado_http
157 ms
124 ms: 1.27x faster
html5lib
94.6 ms
74.7 ms: 1.27x faster
thrift
1.18 ms
935 us: 1.26x faster
scimark_sparse_mat_mult
5.08 ms
4.06 ms: 1.25x faster
scimark_fft
361 ms
291 ms: 1.24x faster
json_loads
30.3 us
24.6 us: 1.24x faster
pathlib
21.4 ms
17.5 ms: 1.22x faster
chameleon
9.44 ms
7.81 ms: 1.21x faster
django_template
50.2 ms
41.6 ms: 1.21x faster
bench_thread_pool
1.14 ms
952 us: 1.20x faster
dulwich_log
81.1 ms
67.8 ms: 1.20x faster
nqueens
115 ms
96.8 ms: 1.19x faster
mdp
3.01 sec
2.57 sec: 1.17x faster
dask
472 ms
407 ms: 1.16x faster
sympy_sum
193 ms
169 ms: 1.14x faster
sympy_str
360 ms
318 ms: 1.13x faster
2to3
350 ms
309 ms: 1.13x faster
xml_etree_parse
160 ms
143 ms: 1.12x faster
sympy_expand
600 ms
539 ms: 1.11x faster
xml_etree_iterparse
110 ms
99.4 ms: 1.11x faster
deepcopy
468 us
423 us: 1.11x faster
sqlglot_normalize
144 ms
130 ms: 1.10x faster
xml_etree_generate
92.3 ms
83.7 ms: 1.10x faster
async_generators
421 ms
384 ms: 1.09x faster
genshi_text
31.4 ms
28.7 ms: 1.09x faster
sqlglot_optimize
70.1 ms
64.2 ms: 1.09x faster
json
5.86 ms
5.38 ms: 1.09x faster
deepcopy_reduce
4.01 us
3.68 us: 1.09x faster
sympy_integrate
28.2 ms
26.0 ms: 1.08x faster
docutils
3.41 sec
3.16 sec: 1.08x faster
mypy2
933 ms
864 ms: 1.08x faster
sqlite_synth
2.99 us
2.77 us: 1.08x faster
regex_dna
261 ms
242 ms: 1.08x faster
pidigits
271 ms
253 ms: 1.07x faster
regex_v8
27.2 ms
25.5 ms: 1.07x faster
meteor_contest
138 ms
133 ms: 1.04x faster
genshi_xml
63.3 ms
64.0 ms: 1.01x slower
unpickle_list
4.65 us
4.79 us: 1.03x slower
pickle
9.89 us
10.9 us: 1.10x slower
unpickle
13.5 us
15.0 us: 1.11x slower
pickle_list
4.12 us
4.58 us: 1.11x slower
create_gc_cycles
1.76 ms
1.98 ms: 1.12x slower
regex_effbot
3.09 ms
3.47 ms: 1.13x slower
flaskblogging
4.39 ms
4.94 ms: 1.13x slower
pickle_dict
29.5 us
33.4 us: 1.13x slower
telco
7.23 ms
8.29 ms: 1.15x slower
python_startup
11.5 ms
14.0 ms: 1.21x slower
coverage
63.3 ms
80.9 ms: 1.28x slower
python_startup_no_site
7.33 ms
9.55 ms: 1.30x slower
gc_traversal
3.42 ms
4.83 ms: 1.41x slower
Geometric mean
(ref)
1.25x faster
Benchmark hidden because not significant (3): aiohttp, gunicorn, asyncio_websockets
Ignored benchmarks (3) of results/bm-20220323-3.10.4-9d38120/bm-20220323-pythonperf2-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-pythonperf2-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 1.21x
95% likely to have a speedup of 1.20x
99% likely to have a speedup of 1.16x