fork: python
ref: ec91e1c2762412f1408b
machine: linux-x86_64
commit hash: ec91e1c
commit date: 2025-01-23
overall geometric mean: 1.054x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.01x faster
Memory change: 1.10x
Benchmarks with tag 'apps':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250123-vultr-x86_64-python-ec91e1c2762412f1408b-3.14.0a4+-ec91e1c
2to3
260 ms
255 ms: 1.02x faster
docutils
2.62 sec
2.57 sec: 1.02x faster
Geometric mean
(ref)
1.02x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250123-vultr-x86_64-python-ec91e1c2762412f1408b-3.14.0a4+-ec91e1c
async_tree_io_tg
913 ms
622 ms: 1.47x faster
async_tree_memoization
461 ms
323 ms: 1.43x faster
async_tree_io
876 ms
624 ms: 1.40x faster
async_tree_cpu_io_mixed
666 ms
494 ms: 1.35x faster
async_tree_cpu_io_mixed_tg
638 ms
484 ms: 1.32x faster
async_tree_memoization_tg
414 ms
316 ms: 1.31x faster
async_tree_none
354 ms
270 ms: 1.31x faster
async_tree_none_tg
336 ms
261 ms: 1.29x faster
async_generators
377 ms
322 ms: 1.17x faster
coroutines
23.6 ms
21.7 ms: 1.09x faster
asyncio_websockets
520 ms
517 ms: 1.01x faster
Geometric mean
(ref)
1.28x faster
Benchmarks with tag 'math':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250123-vultr-x86_64-python-ec91e1c2762412f1408b-3.14.0a4+-ec91e1c
pidigits
217 ms
192 ms: 1.13x faster
float
77.5 ms
70.6 ms: 1.10x faster
nbody
85.1 ms
87.1 ms: 1.02x slower
Geometric mean
(ref)
1.07x faster
Benchmarks with tag 'regex':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250123-vultr-x86_64-python-ec91e1c2762412f1408b-3.14.0a4+-ec91e1c
regex_effbot
3.08 ms
2.57 ms: 1.20x faster
regex_dna
180 ms
168 ms: 1.07x faster
regex_compile
132 ms
127 ms: 1.04x faster
regex_v8
22.7 ms
23.5 ms: 1.03x slower
Geometric mean
(ref)
1.07x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250123-vultr-x86_64-python-ec91e1c2762412f1408b-3.14.0a4+-ec91e1c
xml_etree_parse
136 ms
129 ms: 1.06x faster
tomli_loads
2.01 sec
1.92 sec: 1.05x faster
xml_etree_generate
85.4 ms
83.6 ms: 1.02x faster
xml_etree_process
59.3 ms
59.0 ms: 1.01x faster
json_loads
27.0 us
27.4 us: 1.02x slower
unpickle_pure_python
210 us
214 us: 1.02x slower
xml_etree_iterparse
94.9 ms
100 ms: 1.05x slower
pickle_pure_python
294 us
312 us: 1.06x slower
json_dumps
10.5 ms
11.4 ms: 1.09x slower
Geometric mean
(ref)
1.01x slower
Benchmarks with tag 'startup':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250123-vultr-x86_64-python-ec91e1c2762412f1408b-3.14.0a4+-ec91e1c
python_startup_no_site
7.39 ms
7.44 ms: 1.01x slower
python_startup
11.0 ms
14.6 ms: 1.33x slower
Geometric mean
(ref)
1.16x slower
Benchmarks with tag 'template':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250123-vultr-x86_64-python-ec91e1c2762412f1408b-3.14.0a4+-ec91e1c
genshi_xml
48.8 ms
49.4 ms: 1.01x slower
mako
11.3 ms
11.8 ms: 1.04x slower
django_template
34.1 ms
35.5 ms: 1.04x slower
Geometric mean
(ref)
1.02x slower
Benchmark hidden because not significant (1): genshi_text
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250123-vultr-x86_64-python-ec91e1c2762412f1408b-3.14.0a4+-ec91e1c
async_tree_io_tg
913 ms
622 ms: 1.47x faster
async_tree_memoization
461 ms
323 ms: 1.43x faster
async_tree_io
876 ms
624 ms: 1.40x faster
deepcopy
355 us
259 us: 1.37x faster
async_tree_cpu_io_mixed
666 ms
494 ms: 1.35x faster
async_tree_cpu_io_mixed_tg
638 ms
484 ms: 1.32x faster
deepcopy_memo
39.1 us
29.7 us: 1.32x faster
async_tree_memoization_tg
414 ms
316 ms: 1.31x faster
async_tree_none
354 ms
270 ms: 1.31x faster
async_tree_none_tg
336 ms
261 ms: 1.29x faster
go
141 ms
114 ms: 1.23x faster
regex_effbot
3.08 ms
2.57 ms: 1.20x faster
deepcopy_reduce
3.11 us
2.62 us: 1.19x faster
async_generators
377 ms
322 ms: 1.17x faster
spectral_norm
111 ms
96.0 ms: 1.16x faster
scimark_sor
134 ms
116 ms: 1.15x faster
pylint
317 ms
280 ms: 1.13x faster
pidigits
217 ms
192 ms: 1.13x faster
scimark_fft
349 ms
316 ms: 1.11x faster
float
77.5 ms
70.6 ms: 1.10x faster
telco
7.82 ms
7.16 ms: 1.09x faster
coroutines
23.6 ms
21.7 ms: 1.09x faster
pyflate
449 ms
416 ms: 1.08x faster
pathlib
19.2 ms
17.8 ms: 1.08x faster
scimark_sparse_mat_mult
4.71 ms
4.36 ms: 1.08x faster
regex_dna
180 ms
168 ms: 1.07x faster
richards
45.2 ms
42.3 ms: 1.07x faster
richards_super
51.6 ms
48.4 ms: 1.07x faster
xml_etree_parse
136 ms
129 ms: 1.06x faster
thrift
778 us
741 us: 1.05x faster
bpe_tokeniser
4.45 sec
4.25 sec: 1.05x faster
coverage
83.0 ms
79.3 ms: 1.05x faster
tomli_loads
2.01 sec
1.92 sec: 1.05x faster
regex_compile
132 ms
127 ms: 1.04x faster
pprint_safe_repr
738 ms
707 ms: 1.04x faster
hexiom
5.99 ms
5.75 ms: 1.04x faster
pprint_pformat
1.50 sec
1.44 sec: 1.04x faster
meteor_contest
102 ms
98.2 ms: 1.03x faster
chaos
57.3 ms
55.4 ms: 1.03x faster
xml_etree_generate
85.4 ms
83.6 ms: 1.02x faster
sympy_sum
156 ms
153 ms: 1.02x faster
docutils
2.62 sec
2.57 sec: 1.02x faster
sqlglot_normalize
106 ms
104 ms: 1.02x faster
scimark_monte_carlo
65.4 ms
64.2 ms: 1.02x faster
2to3
260 ms
255 ms: 1.02x faster
crypto_pyaes
67.9 ms
66.8 ms: 1.02x faster
sqlglot_transpile
1.56 ms
1.53 ms: 1.02x faster
sympy_str
275 ms
270 ms: 1.02x faster
scimark_lu
113 ms
111 ms: 1.02x faster
generators
28.8 ms
28.4 ms: 1.02x faster
logging_simple
6.16 us
6.07 us: 1.01x faster
sqlglot_optimize
52.7 ms
52.0 ms: 1.01x faster
sqlglot_parse
1.25 ms
1.23 ms: 1.01x faster
deltablue
3.12 ms
3.09 ms: 1.01x faster
logging_format
6.84 us
6.78 us: 1.01x faster
sympy_expand
457 ms
453 ms: 1.01x faster
mdp
2.36 sec
2.34 sec: 1.01x faster
nqueens
78.6 ms
78.1 ms: 1.01x faster
asyncio_websockets
520 ms
517 ms: 1.01x faster
xml_etree_process
59.3 ms
59.0 ms: 1.01x faster
sympy_integrate
19.8 ms
19.7 ms: 1.01x faster
fannkuch
370 ms
371 ms: 1.00x slower
dulwich_log
74.8 ms
75.1 ms: 1.00x slower
python_startup_no_site
7.39 ms
7.44 ms: 1.01x slower
genshi_xml
48.8 ms
49.4 ms: 1.01x slower
json_loads
27.0 us
27.4 us: 1.02x slower
unpickle_pure_python
210 us
214 us: 1.02x slower
nbody
85.1 ms
87.1 ms: 1.02x slower
comprehensions
16.5 us
16.9 us: 1.03x slower
typing_runtime_protocols
155 us
159 us: 1.03x slower
raytrace
253 ms
260 ms: 1.03x slower
logging_silent
103 ns
106 ns: 1.03x slower
regex_v8
22.7 ms
23.5 ms: 1.03x slower
mako
11.3 ms
11.8 ms: 1.04x slower
django_template
34.1 ms
35.5 ms: 1.04x slower
xml_etree_iterparse
94.9 ms
100 ms: 1.05x slower
pickle_pure_python
294 us
312 us: 1.06x slower
json_dumps
10.5 ms
11.4 ms: 1.09x slower
bench_thread_pool
919 us
1.03 ms: 1.13x slower
python_startup
11.0 ms
14.6 ms: 1.33x slower
gc_traversal
3.14 ms
4.23 ms: 1.35x slower
create_gc_cycles
1.34 ms
1.85 ms: 1.38x slower
bench_mp_pool
11.0 ms
88.2 ms: 8.02x slower
Geometric mean
(ref)
1.03x faster
Benchmark hidden because not significant (4): sqlite_synth, json, pycparser, genshi_text
Ignored benchmarks (15) of results/bm-20240906-3.13.0rc2-ec61006/bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006.json: aiohttp, asyncio_tcp, asyncio_tcp_ssl, chameleon, dask, flaskblogging, gunicorn, html5lib, pickle, pickle_dict, pickle_list, tornado_http, unpack_sequence, unpickle, unpickle_list
Ignored benchmarks (8) of results/bm-20250123-3.14.0a4+-ec91e1c/bm-20250123-vultr-x86_64-python-ec91e1c2762412f1408b-3.14.0a4+-ec91e1c.json: connected_components, k_core, many_optionals, shortest_path, sphinx, sqlalchemy_declarative, sqlalchemy_imperative, subparsers
Geometric mean (including insignificant results): 1.054x faster
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.02x
95% likely to have a speedup of 1.01x
99% likely to have a speedup of 1.01x