fork: python
ref: 86c1a60d5a28cfb51f88
machine: linux-x86_64
commit hash: 86c1a60
commit date: 2025-01-22
overall geometric mean: 1.001x faster
HPT reliability: 96.48%
HPT 99th percentile: 1.00x faster
Memory change: 1.00x
Benchmarks with tag 'apps':
Benchmark
bm-20250122-vultr-x86_64-python-767cf708449fbf13826d-3.14.0a4+-767cf70
bm-20250122-vultr-x86_64-python-86c1a60d5a28cfb51f88-3.14.0a4+-86c1a60
2to3
256 ms
255 ms: 1.00x faster
Geometric mean
(ref)
1.00x faster
Benchmark hidden because not significant (2): docutils, sphinx
Benchmarks with tag 'asyncio':
Benchmark
bm-20250122-vultr-x86_64-python-767cf708449fbf13826d-3.14.0a4+-767cf70
bm-20250122-vultr-x86_64-python-86c1a60d5a28cfb51f88-3.14.0a4+-86c1a60
async_tree_io_tg
622 ms
603 ms: 1.03x faster
async_tree_cpu_io_mixed_tg
484 ms
475 ms: 1.02x faster
async_tree_cpu_io_mixed
497 ms
488 ms: 1.02x faster
async_tree_memoization_tg
305 ms
302 ms: 1.01x faster
coroutines
21.7 ms
21.9 ms: 1.01x slower
Geometric mean
(ref)
1.01x faster
Benchmark hidden because not significant (6): async_tree_io, async_tree_memoization, async_tree_none_tg, async_tree_none, asyncio_websockets, async_generators
Benchmarks with tag 'math':
Benchmark
bm-20250122-vultr-x86_64-python-767cf708449fbf13826d-3.14.0a4+-767cf70
bm-20250122-vultr-x86_64-python-86c1a60d5a28cfb51f88-3.14.0a4+-86c1a60
pidigits
231 ms
199 ms: 1.16x faster
float
71.3 ms
70.1 ms: 1.02x faster
Geometric mean
(ref)
1.06x faster
Benchmark hidden because not significant (1): nbody
Benchmarks with tag 'regex':
Benchmark
bm-20250122-vultr-x86_64-python-767cf708449fbf13826d-3.14.0a4+-767cf70
bm-20250122-vultr-x86_64-python-86c1a60d5a28cfb51f88-3.14.0a4+-86c1a60
regex_compile
129 ms
128 ms: 1.01x faster
regex_dna
169 ms
173 ms: 1.03x slower
regex_effbot
2.57 ms
2.73 ms: 1.06x slower
Geometric mean
(ref)
1.02x slower
Benchmark hidden because not significant (1): regex_v8
Benchmarks with tag 'serialize':
Benchmark
bm-20250122-vultr-x86_64-python-767cf708449fbf13826d-3.14.0a4+-767cf70
bm-20250122-vultr-x86_64-python-86c1a60d5a28cfb51f88-3.14.0a4+-86c1a60
xml_etree_process
61.2 ms
60.3 ms: 1.02x faster
xml_etree_parse
130 ms
128 ms: 1.01x faster
xml_etree_generate
83.1 ms
82.8 ms: 1.00x faster
pickle_pure_python
314 us
316 us: 1.01x slower
json_dumps
11.3 ms
11.4 ms: 1.01x slower
tomli_loads
1.94 sec
1.97 sec: 1.02x slower
unpickle_pure_python
221 us
226 us: 1.02x slower
Geometric mean
(ref)
1.00x slower
Benchmark hidden because not significant (2): xml_etree_iterparse, json_loads
Benchmarks with tag 'startup':
Benchmark
bm-20250122-vultr-x86_64-python-767cf708449fbf13826d-3.14.0a4+-767cf70
bm-20250122-vultr-x86_64-python-86c1a60d5a28cfb51f88-3.14.0a4+-86c1a60
python_startup
14.7 ms
14.6 ms: 1.00x faster
python_startup_no_site
7.45 ms
7.43 ms: 1.00x faster
Geometric mean
(ref)
1.00x faster
Benchmarks with tag 'template':
Benchmark
bm-20250122-vultr-x86_64-python-767cf708449fbf13826d-3.14.0a4+-767cf70
bm-20250122-vultr-x86_64-python-86c1a60d5a28cfb51f88-3.14.0a4+-86c1a60
mako
11.7 ms
11.9 ms: 1.01x slower
genshi_text
21.5 ms
21.9 ms: 1.02x slower
Geometric mean
(ref)
1.01x slower
Benchmark hidden because not significant (2): django_template, genshi_xml
Benchmark
bm-20250122-vultr-x86_64-python-767cf708449fbf13826d-3.14.0a4+-767cf70
bm-20250122-vultr-x86_64-python-86c1a60d5a28cfb51f88-3.14.0a4+-86c1a60
pidigits
231 ms
199 ms: 1.16x faster
telco
7.40 ms
7.16 ms: 1.03x faster
async_tree_io_tg
622 ms
603 ms: 1.03x faster
logging_silent
104 ns
101 ns: 1.03x faster
raytrace
267 ms
260 ms: 1.02x faster
sqlglot_parse
1.26 ms
1.23 ms: 1.02x faster
sqlglot_transpile
1.57 ms
1.54 ms: 1.02x faster
async_tree_cpu_io_mixed_tg
484 ms
475 ms: 1.02x faster
crypto_pyaes
68.3 ms
67.1 ms: 1.02x faster
async_tree_cpu_io_mixed
497 ms
488 ms: 1.02x faster
float
71.3 ms
70.1 ms: 1.02x faster
pyflate
424 ms
417 ms: 1.02x faster
logging_simple
6.50 us
6.39 us: 1.02x faster
gc_traversal
4.29 ms
4.22 ms: 1.02x faster
xml_etree_process
61.2 ms
60.3 ms: 1.02x faster
xml_etree_parse
130 ms
128 ms: 1.01x faster
sympy_sum
154 ms
152 ms: 1.01x faster
deepcopy_reduce
2.58 us
2.55 us: 1.01x faster
shortest_path
431 ms
426 ms: 1.01x faster
regex_compile
129 ms
128 ms: 1.01x faster
async_tree_memoization_tg
305 ms
302 ms: 1.01x faster
sqlalchemy_declarative
131 ms
130 ms: 1.01x faster
sympy_integrate
20.0 ms
19.8 ms: 1.01x faster
deepcopy
255 us
254 us: 1.01x faster
dulwich_log
76.6 ms
76.1 ms: 1.01x faster
deepcopy_memo
29.7 us
29.5 us: 1.01x faster
comprehensions
16.6 us
16.5 us: 1.01x faster
generators
27.4 ms
27.3 ms: 1.01x faster
bench_thread_pool
1.04 ms
1.03 ms: 1.00x faster
sqlglot_optimize
52.7 ms
52.5 ms: 1.00x faster
xml_etree_generate
83.1 ms
82.8 ms: 1.00x faster
2to3
256 ms
255 ms: 1.00x faster
python_startup
14.7 ms
14.6 ms: 1.00x faster
python_startup_no_site
7.45 ms
7.43 ms: 1.00x faster
spectral_norm
92.9 ms
93.3 ms: 1.00x slower
pprint_pformat
1.42 sec
1.43 sec: 1.00x slower
pickle_pure_python
314 us
316 us: 1.01x slower
pprint_safe_repr
695 ms
700 ms: 1.01x slower
coroutines
21.7 ms
21.9 ms: 1.01x slower
mako
11.7 ms
11.9 ms: 1.01x slower
meteor_contest
97.4 ms
98.6 ms: 1.01x slower
typing_runtime_protocols
156 us
158 us: 1.01x slower
chaos
56.1 ms
56.8 ms: 1.01x slower
json_dumps
11.3 ms
11.4 ms: 1.01x slower
sqlite_synth
2.21 us
2.24 us: 1.01x slower
scimark_fft
311 ms
316 ms: 1.02x slower
tomli_loads
1.94 sec
1.97 sec: 1.02x slower
genshi_text
21.5 ms
21.9 ms: 1.02x slower
scimark_lu
110 ms
112 ms: 1.02x slower
unpickle_pure_python
221 us
226 us: 1.02x slower
fannkuch
368 ms
375 ms: 1.02x slower
regex_dna
169 ms
173 ms: 1.03x slower
scimark_monte_carlo
62.9 ms
64.6 ms: 1.03x slower
regex_effbot
2.57 ms
2.73 ms: 1.06x slower
mdp
2.29 sec
2.43 sec: 1.06x slower
scimark_sparse_mat_mult
4.08 ms
4.49 ms: 1.10x slower
Geometric mean
(ref)
1.00x faster
Benchmark hidden because not significant (39): async_tree_io, async_tree_memoization, async_tree_none_tg, create_gc_cycles, pylint, sympy_expand, logging_format, async_tree_none, thrift, sympy_str, nbody, coverage, pycparser, docutils, xml_etree_iterparse, connected_components, bench_mp_pool, django_template, richards_super, k_core, richards, nqueens, many_optionals, asyncio_websockets, sphinx, deltablue, sqlglot_normalize, scimark_sor, go, hexiom, subparsers, bpe_tokeniser, regex_v8, json_loads, pathlib, sqlalchemy_imperative, async_generators, json, genshi_xml
Geometric mean (including insignificant results): 1.001x faster
Reliability score: 96.48% likely to be faster
90% likely to have a speedup of 1.00x
95% likely to have a speedup of 1.00x
99% likely to have a speedup of 1.00x