fork: python
ref: e83ce850f433fd8bbf8f
machine: linux-x86_64
commit hash: e83ce85
commit date: 2024-06-05
overall geometric mean: 1.28x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.18x faster
Memory change: 1.22x
Benchmarks with tag 'apps':
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf2-x86_64-python-e83ce850f433fd8bbf8f-3.14.0a0-e83ce85
2to3
350 ms
305 ms: 1.15x faster
docutils
3.41 sec
3.11 sec: 1.10x faster
html5lib
94.6 ms
73.0 ms: 1.30x faster
tornado_http
157 ms
123 ms: 1.27x faster
Geometric mean
(ref)
1.20x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf2-x86_64-python-e83ce850f433fd8bbf8f-3.14.0a0-e83ce85
async_tree_none
692 ms
380 ms: 1.82x faster
async_tree_io
1.60 sec
893 ms: 1.79x faster
async_tree_memoization
819 ms
482 ms: 1.70x faster
async_tree_cpu_io_mixed
936 ms
629 ms: 1.49x faster
Geometric mean
(ref)
1.69x faster
Benchmarks with tag 'math':
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf2-x86_64-python-e83ce850f433fd8bbf8f-3.14.0a0-e83ce85
nbody
134 ms
81.1 ms: 1.65x faster
float
111 ms
73.2 ms: 1.52x faster
pidigits
271 ms
251 ms: 1.08x faster
Geometric mean
(ref)
1.39x faster
Benchmarks with tag 'regex':
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf2-x86_64-python-e83ce850f433fd8bbf8f-3.14.0a0-e83ce85
regex_compile
190 ms
137 ms: 1.38x faster
regex_dna
261 ms
240 ms: 1.09x faster
regex_v8
27.2 ms
25.9 ms: 1.05x faster
regex_effbot
3.09 ms
3.54 ms: 1.14x 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-20240605-pythonperf2-x86_64-python-e83ce850f433fd8bbf8f-3.14.0a0-e83ce85
unpickle_pure_python
312 us
216 us: 1.45x faster
pickle_pure_python
455 us
318 us: 1.43x faster
tomli_loads
2.92 sec
2.11 sec: 1.38x faster
json_dumps
14.5 ms
10.7 ms: 1.36x faster
xml_etree_process
75.9 ms
58.1 ms: 1.31x faster
json_loads
30.3 us
25.1 us: 1.21x faster
xml_etree_generate
92.3 ms
81.1 ms: 1.14x faster
xml_etree_parse
160 ms
144 ms: 1.11x faster
xml_etree_iterparse
110 ms
99.8 ms: 1.11x faster
unpickle_list
4.65 us
4.96 us: 1.07x slower
pickle
9.89 us
10.8 us: 1.09x slower
pickle_list
4.12 us
4.59 us: 1.11x slower
pickle_dict
29.5 us
33.3 us: 1.13x slower
unpickle
13.5 us
15.5 us: 1.15x slower
Geometric mean
(ref)
1.12x faster
Benchmarks with tag 'startup':
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf2-x86_64-python-e83ce850f433fd8bbf8f-3.14.0a0-e83ce85
python_startup
11.5 ms
13.8 ms: 1.20x slower
python_startup_no_site
7.33 ms
9.46 ms: 1.29x slower
Geometric mean
(ref)
1.25x slower
Benchmarks with tag 'template':
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf2-x86_64-python-e83ce850f433fd8bbf8f-3.14.0a0-e83ce85
mako
14.7 ms
9.19 ms: 1.60x faster
django_template
50.2 ms
41.8 ms: 1.20x faster
genshi_text
31.4 ms
29.5 ms: 1.07x faster
genshi_xml
63.3 ms
66.8 ms: 1.06x slower
Geometric mean
(ref)
1.18x faster
Benchmark
bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120
bm-20240605-pythonperf2-x86_64-python-e83ce850f433fd8bbf8f-3.14.0a0-e83ce85
typing_runtime_protocols
537 us
184 us: 2.92x faster
asyncio_tcp
779 ms
382 ms: 2.04x faster
deltablue
7.50 ms
3.75 ms: 2.00x faster
asyncio_tcp_ssl
3.10 sec
1.58 sec: 1.96x faster
async_tree_none
692 ms
380 ms: 1.82x faster
async_tree_io
1.60 sec
893 ms: 1.79x faster
richards_super
90.6 ms
51.8 ms: 1.75x faster
crypto_pyaes
119 ms
69.9 ms: 1.70x faster
richards
75.1 ms
44.2 ms: 1.70x faster
async_tree_memoization
819 ms
482 ms: 1.70x faster
raytrace
489 ms
292 ms: 1.67x faster
generators
57.3 ms
34.3 ms: 1.67x faster
nbody
134 ms
81.1 ms: 1.65x faster
scimark_monte_carlo
107 ms
65.7 ms: 1.63x faster
go
262 ms
161 ms: 1.63x faster
chaos
109 ms
66.8 ms: 1.62x faster
spectral_norm
139 ms
86.5 ms: 1.61x faster
mako
14.7 ms
9.19 ms: 1.60x faster
sqlglot_parse
2.24 ms
1.42 ms: 1.57x faster
pyflate
733 ms
469 ms: 1.56x faster
logging_silent
167 ns
107 ns: 1.56x faster
float
111 ms
73.2 ms: 1.52x faster
pylint
566 ms
380 ms: 1.49x faster
async_tree_cpu_io_mixed
936 ms
629 ms: 1.49x faster
scimark_lu
167 ms
113 ms: 1.48x faster
comprehensions
26.7 us
18.2 us: 1.47x faster
sqlglot_transpile
2.68 ms
1.83 ms: 1.46x faster
unpickle_pure_python
312 us
216 us: 1.45x faster
pickle_pure_python
455 us
318 us: 1.43x faster
coroutines
30.3 ms
21.5 ms: 1.41x faster
fannkuch
483 ms
344 ms: 1.40x faster
hexiom
9.42 ms
6.76 ms: 1.39x faster
scimark_sor
180 ms
130 ms: 1.39x faster
tomli_loads
2.92 sec
2.11 sec: 1.38x faster
regex_compile
190 ms
137 ms: 1.38x faster
json_dumps
14.5 ms
10.7 ms: 1.36x faster
logging_simple
8.88 us
6.58 us: 1.35x faster
logging_format
9.64 us
7.16 us: 1.35x faster
pathlib
21.4 ms
16.0 ms: 1.33x faster
deepcopy_memo
49.8 us
37.5 us: 1.33x faster
pprint_safe_repr
1.05 sec
799 ms: 1.31x faster
pycparser
1.67 sec
1.28 sec: 1.31x faster
xml_etree_process
75.9 ms
58.1 ms: 1.31x faster
pprint_pformat
2.15 sec
1.65 sec: 1.31x faster
html5lib
94.6 ms
73.0 ms: 1.30x faster
bench_mp_pool
6.37 ms
4.93 ms: 1.29x faster
thrift
1.18 ms
914 us: 1.29x faster
scimark_sparse_mat_mult
5.08 ms
3.95 ms: 1.29x faster
scimark_fft
361 ms
284 ms: 1.27x faster
tornado_http
157 ms
123 ms: 1.27x faster
dulwich_log
81.1 ms
65.3 ms: 1.24x faster
json_loads
30.3 us
25.1 us: 1.21x faster
django_template
50.2 ms
41.8 ms: 1.20x faster
bench_thread_pool
1.14 ms
951 us: 1.20x faster
mdp
3.01 sec
2.55 sec: 1.18x faster
dask
472 ms
405 ms: 1.17x faster
sympy_sum
193 ms
166 ms: 1.16x faster
sympy_str
360 ms
312 ms: 1.15x faster
nqueens
115 ms
99.7 ms: 1.15x faster
2to3
350 ms
305 ms: 1.15x faster
deepcopy
468 us
411 us: 1.14x faster
xml_etree_generate
92.3 ms
81.1 ms: 1.14x faster
sqlglot_normalize
144 ms
127 ms: 1.13x faster
sympy_expand
600 ms
531 ms: 1.13x faster
xml_etree_parse
160 ms
144 ms: 1.11x faster
sqlglot_optimize
70.1 ms
63.3 ms: 1.11x faster
xml_etree_iterparse
110 ms
99.8 ms: 1.11x faster
deepcopy_reduce
4.01 us
3.62 us: 1.11x faster
json
5.86 ms
5.32 ms: 1.10x faster
sympy_integrate
28.2 ms
25.6 ms: 1.10x faster
docutils
3.41 sec
3.11 sec: 1.10x faster
regex_dna
261 ms
240 ms: 1.09x faster
pidigits
271 ms
251 ms: 1.08x faster
meteor_contest
138 ms
129 ms: 1.07x faster
sqlite_synth
2.99 us
2.79 us: 1.07x faster
genshi_text
31.4 ms
29.5 ms: 1.07x faster
async_generators
421 ms
399 ms: 1.05x faster
regex_v8
27.2 ms
25.9 ms: 1.05x faster
genshi_xml
63.3 ms
66.8 ms: 1.06x slower
unpickle_list
4.65 us
4.96 us: 1.07x slower
pickle
9.89 us
10.8 us: 1.09x slower
create_gc_cycles
1.76 ms
1.96 ms: 1.11x slower
pickle_list
4.12 us
4.59 us: 1.11x slower
pickle_dict
29.5 us
33.3 us: 1.13x slower
telco
7.23 ms
8.27 ms: 1.14x slower
regex_effbot
3.09 ms
3.54 ms: 1.14x slower
unpickle
13.5 us
15.5 us: 1.15x slower
python_startup
11.5 ms
13.8 ms: 1.20x slower
coverage
63.3 ms
78.8 ms: 1.25x slower
gc_traversal
3.42 ms
4.38 ms: 1.28x slower
python_startup_no_site
7.33 ms
9.46 ms: 1.29x slower
Geometric mean
(ref)
1.28x faster
Benchmark hidden because not significant (1): asyncio_websockets
Ignored benchmarks (8) of results/bm-20220323-3.10.4-9d38120/bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120.json: aiohttp, chameleon, flaskblogging, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative, unpack_sequence
Ignored benchmarks (4) of results/bm-20240605-3.14.0a0-e83ce85-JIT/bm-20240605-pythonperf2-x86_64-python-e83ce850f433fd8bbf8f-3.14.0a0-e83ce85.json: async_tree_cpu_io_mixed_tg, async_tree_io_tg, async_tree_memoization_tg, async_tree_none_tg
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.25x
95% likely to have a speedup of 1.23x
99% likely to have a speedup of 1.18x