fork: python
ref: f6cc7c8bd01d8468af70
machine: linux-x86_64
commit hash: f6cc7c8
commit date: 2024-10-26
overall geometric mean: 1.04x faster
HPT reliability: 99.87%
HPT 99th percentile: 1.01x faster
Memory change: 1.14x
Benchmarks with tag 'apps':
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-linux-x86_64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
2to3
274 ms
279 ms: 1.02x slower
docutils
2.77 sec
2.93 sec: 1.06x slower
tornado_http
103 ms
94.6 ms: 1.08x faster
Geometric mean
(ref)
1.00x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-linux-x86_64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
async_tree_memoization_tg
575 ms
381 ms: 1.51x faster
async_tree_none
472 ms
339 ms: 1.39x faster
async_tree_none_tg
450 ms
323 ms: 1.39x faster
async_tree_memoization
578 ms
416 ms: 1.39x faster
async_tree_io
1.16 sec
861 ms: 1.34x faster
async_tree_cpu_io_mixed_tg
726 ms
566 ms: 1.28x faster
async_tree_cpu_io_mixed
726 ms
579 ms: 1.25x faster
async_tree_io_tg
1.18 sec
978 ms: 1.21x faster
Geometric mean
(ref)
1.34x faster
Benchmarks with tag 'math':
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-linux-x86_64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
nbody
97.0 ms
81.3 ms: 1.19x faster
float
84.7 ms
76.3 ms: 1.11x faster
pidigits
187 ms
187 ms: 1.00x faster
Geometric mean
(ref)
1.10x faster
Benchmarks with tag 'regex':
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-linux-x86_64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
regex_compile
148 ms
138 ms: 1.08x faster
regex_dna
212 ms
219 ms: 1.03x slower
regex_effbot
3.61 ms
3.75 ms: 1.04x slower
regex_v8
23.1 ms
25.3 ms: 1.09x slower
Geometric mean
(ref)
1.02x slower
Benchmarks with tag 'serialize':
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-linux-x86_64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
tomli_loads
2.33 sec
1.92 sec: 1.22x faster
xml_etree_generate
89.2 ms
78.2 ms: 1.14x faster
xml_etree_process
61.7 ms
55.4 ms: 1.11x faster
xml_etree_parse
159 ms
147 ms: 1.08x faster
xml_etree_iterparse
107 ms
99.6 ms: 1.07x faster
unpickle_pure_python
230 us
216 us: 1.07x faster
json_loads
28.5 us
26.9 us: 1.06x faster
pickle_pure_python
324 us
310 us: 1.05x faster
json_dumps
10.4 ms
11.2 ms: 1.08x slower
Geometric mean
(ref)
1.08x faster
Benchmarks with tag 'startup':
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-linux-x86_64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
python_startup_no_site
6.94 ms
7.08 ms: 1.02x slower
python_startup
9.55 ms
12.7 ms: 1.32x slower
Geometric mean
(ref)
1.16x slower
Benchmarks with tag 'template':
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-linux-x86_64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
mako
11.9 ms
9.98 ms: 1.19x faster
django_template
34.6 ms
36.4 ms: 1.05x slower
Geometric mean
(ref)
1.06x faster
Benchmark
bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0
bm-20241026-linux-x86_64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8
async_tree_memoization_tg
575 ms
381 ms: 1.51x faster
async_tree_none
472 ms
339 ms: 1.39x faster
async_tree_none_tg
450 ms
323 ms: 1.39x faster
async_tree_memoization
578 ms
416 ms: 1.39x faster
deepcopy_memo
40.7 us
29.6 us: 1.38x faster
deepcopy
371 us
271 us: 1.37x faster
async_tree_io
1.16 sec
861 ms: 1.34x faster
async_tree_cpu_io_mixed_tg
726 ms
566 ms: 1.28x faster
comprehensions
21.8 us
17.0 us: 1.28x faster
async_tree_cpu_io_mixed
726 ms
579 ms: 1.25x faster
deepcopy_reduce
3.35 us
2.70 us: 1.24x faster
tomli_loads
2.33 sec
1.92 sec: 1.22x faster
crypto_pyaes
81.9 ms
67.3 ms: 1.22x faster
async_tree_io_tg
1.18 sec
978 ms: 1.21x faster
scimark_fft
382 ms
316 ms: 1.21x faster
nbody
97.0 ms
81.3 ms: 1.19x faster
pathlib
19.3 ms
16.2 ms: 1.19x faster
mako
11.9 ms
9.98 ms: 1.19x faster
richards_super
51.5 ms
43.3 ms: 1.19x faster
logging_format
7.23 us
6.14 us: 1.18x faster
scimark_monte_carlo
75.1 ms
63.9 ms: 1.18x faster
logging_simple
6.46 us
5.57 us: 1.16x faster
richards
45.8 ms
39.6 ms: 1.16x faster
xml_etree_generate
89.2 ms
78.2 ms: 1.14x faster
deltablue
3.72 ms
3.27 ms: 1.14x faster
chaos
67.0 ms
59.4 ms: 1.13x faster
raytrace
312 ms
278 ms: 1.12x faster
xml_etree_process
61.7 ms
55.4 ms: 1.11x faster
float
84.7 ms
76.3 ms: 1.11x faster
scimark_sparse_mat_mult
5.06 ms
4.59 ms: 1.10x faster
scimark_sor
129 ms
118 ms: 1.09x faster
tornado_http
103 ms
94.6 ms: 1.08x faster
xml_etree_parse
159 ms
147 ms: 1.08x faster
pyflate
482 ms
448 ms: 1.08x faster
regex_compile
148 ms
138 ms: 1.08x faster
logging_silent
104 ns
97.3 ns: 1.07x faster
xml_etree_iterparse
107 ms
99.6 ms: 1.07x faster
pprint_safe_repr
776 ms
727 ms: 1.07x faster
unpickle_pure_python
230 us
216 us: 1.07x faster
json_loads
28.5 us
26.9 us: 1.06x faster
pprint_pformat
1.57 sec
1.49 sec: 1.06x faster
go
139 ms
132 ms: 1.05x faster
json
5.26 ms
5.02 ms: 1.05x faster
sqlalchemy_imperative
18.7 ms
17.8 ms: 1.05x faster
pickle_pure_python
324 us
310 us: 1.05x faster
fannkuch
417 ms
400 ms: 1.04x faster
meteor_contest
112 ms
109 ms: 1.04x faster
dulwich_log
68.5 ms
66.5 ms: 1.03x faster
scimark_lu
118 ms
115 ms: 1.03x faster
sqlglot_parse
1.36 ms
1.33 ms: 1.03x faster
async_generators
463 ms
453 ms: 1.02x faster
pidigits
187 ms
187 ms: 1.00x faster
asyncio_websockets
551 ms
555 ms: 1.01x slower
spectral_norm
115 ms
116 ms: 1.01x slower
sympy_str
300 ms
303 ms: 1.01x slower
pycparser
1.18 sec
1.20 sec: 1.01x slower
coroutines
23.2 ms
23.5 ms: 1.02x slower
2to3
274 ms
279 ms: 1.02x slower
python_startup_no_site
6.94 ms
7.08 ms: 1.02x slower
regex_dna
212 ms
219 ms: 1.03x slower
sqlglot_normalize
110 ms
114 ms: 1.03x slower
regex_effbot
3.61 ms
3.75 ms: 1.04x slower
sympy_sum
169 ms
176 ms: 1.04x slower
nqueens
83.3 ms
87.2 ms: 1.05x slower
mdp
2.63 sec
2.76 sec: 1.05x slower
bench_thread_pool
842 us
882 us: 1.05x slower
sympy_expand
478 ms
501 ms: 1.05x slower
typing_runtime_protocols
158 us
166 us: 1.05x slower
django_template
34.6 ms
36.4 ms: 1.05x slower
docutils
2.77 sec
2.93 sec: 1.06x slower
telco
7.10 ms
7.62 ms: 1.07x slower
json_dumps
10.4 ms
11.2 ms: 1.08x slower
hexiom
6.41 ms
6.98 ms: 1.09x slower
regex_v8
23.1 ms
25.3 ms: 1.09x slower
sqlglot_optimize
54.8 ms
59.9 ms: 1.09x slower
sympy_integrate
21.4 ms
23.5 ms: 1.10x slower
generators
31.2 ms
35.3 ms: 1.13x slower
coverage
72.7 ms
84.9 ms: 1.17x slower
gc_traversal
3.79 ms
4.74 ms: 1.25x slower
python_startup
9.55 ms
12.7 ms: 1.32x slower
create_gc_cycles
1.48 ms
2.69 ms: 1.82x slower
bench_mp_pool
24.0 ms
84.4 ms: 3.51x slower
Geometric mean
(ref)
1.04x faster
Benchmark hidden because not significant (2): sqlglot_transpile, sqlalchemy_declarative
Ignored benchmarks (14) of results/bm-20231002-3.12.0-0fb18b0/bm-20231002-linux-x86_64-python-v3.12.0-3.12.0-0fb18b0.json: aiohttp, asyncio_tcp, asyncio_tcp_ssl, chameleon, dask, gunicorn, mypy2, pickle, pickle_dict, pickle_list, sqlite_synth, unpack_sequence, unpickle, unpickle_list
Ignored benchmarks (7) of results/bm-20241026-3.14.0a1+-f6cc7c8-JIT/bm-20241026-linux-x86_64-python-f6cc7c8bd01d8468af70-3.14.0a1+-f6cc7c8.json: bpe_tokeniser, genshi_text, genshi_xml, html5lib, pylint, sphinx, thrift
Reliability score: 99.87% likely to be faster
90% likely to have a speedup of 1.03x
95% likely to have a speedup of 1.02x
99% likely to have a speedup of 1.01x