fork: python
ref: e08b28235a863323ca3a
machine: linux-x86_64
commit hash: e08b282
commit date: 2025-01-07
overall geometric mean: 1.063x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.02x faster
Memory change: 1.10x
Benchmarks with tag 'apps':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250107-vultr-x86_64-python-e08b28235a863323ca3a-3.14.0a3+-e08b282
2to3
260 ms
253 ms: 1.03x faster
docutils
2.62 sec
2.55 sec: 1.03x faster
Geometric mean
(ref)
1.03x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250107-vultr-x86_64-python-e08b28235a863323ca3a-3.14.0a3+-e08b282
async_tree_io_tg
913 ms
605 ms: 1.51x faster
async_tree_io
876 ms
609 ms: 1.44x faster
async_tree_memoization
461 ms
327 ms: 1.41x faster
async_tree_memoization_tg
414 ms
302 ms: 1.37x faster
async_tree_cpu_io_mixed
666 ms
499 ms: 1.34x faster
async_tree_none_tg
336 ms
254 ms: 1.33x faster
async_tree_cpu_io_mixed_tg
638 ms
481 ms: 1.33x faster
async_tree_none
354 ms
271 ms: 1.31x faster
coroutines
23.6 ms
21.3 ms: 1.10x faster
async_generators
377 ms
356 ms: 1.06x faster
asyncio_websockets
520 ms
523 ms: 1.00x slower
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-20250107-vultr-x86_64-python-e08b28235a863323ca3a-3.14.0a3+-e08b282
pidigits
217 ms
184 ms: 1.18x faster
float
77.5 ms
71.2 ms: 1.09x faster
nbody
85.1 ms
88.3 ms: 1.04x 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-20250107-vultr-x86_64-python-e08b28235a863323ca3a-3.14.0a3+-e08b282
regex_effbot
3.08 ms
2.72 ms: 1.13x faster
regex_dna
180 ms
166 ms: 1.08x faster
regex_compile
132 ms
125 ms: 1.06x faster
regex_v8
22.7 ms
22.9 ms: 1.01x slower
Geometric mean
(ref)
1.06x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250107-vultr-x86_64-python-e08b28235a863323ca3a-3.14.0a3+-e08b282
xml_etree_parse
136 ms
128 ms: 1.06x faster
xml_etree_iterparse
94.9 ms
90.1 ms: 1.05x faster
tomli_loads
2.01 sec
1.91 sec: 1.05x faster
json_loads
27.0 us
25.9 us: 1.04x faster
xml_etree_process
59.3 ms
58.1 ms: 1.02x faster
xml_etree_generate
85.4 ms
83.8 ms: 1.02x faster
unpickle_pure_python
210 us
208 us: 1.01x faster
pickle_pure_python
294 us
305 us: 1.03x slower
json_dumps
10.5 ms
11.4 ms: 1.09x slower
Geometric mean
(ref)
1.02x faster
Benchmarks with tag 'startup':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250107-vultr-x86_64-python-e08b28235a863323ca3a-3.14.0a3+-e08b282
python_startup_no_site
7.39 ms
7.47 ms: 1.01x slower
python_startup
11.0 ms
14.7 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-20250107-vultr-x86_64-python-e08b28235a863323ca3a-3.14.0a3+-e08b282
genshi_text
21.5 ms
20.9 ms: 1.03x faster
mako
11.3 ms
11.5 ms: 1.02x slower
django_template
34.1 ms
35.2 ms: 1.03x slower
Geometric mean
(ref)
1.00x slower
Benchmark hidden because not significant (1): genshi_xml
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250107-vultr-x86_64-python-e08b28235a863323ca3a-3.14.0a3+-e08b282
async_tree_io_tg
913 ms
605 ms: 1.51x faster
async_tree_io
876 ms
609 ms: 1.44x faster
deepcopy
355 us
248 us: 1.43x faster
async_tree_memoization
461 ms
327 ms: 1.41x faster
async_tree_memoization_tg
414 ms
302 ms: 1.37x faster
async_tree_cpu_io_mixed
666 ms
499 ms: 1.34x faster
deepcopy_memo
39.1 us
29.3 us: 1.33x faster
async_tree_none_tg
336 ms
254 ms: 1.33x faster
async_tree_cpu_io_mixed_tg
638 ms
481 ms: 1.33x faster
async_tree_none
354 ms
271 ms: 1.31x faster
go
141 ms
112 ms: 1.25x faster
deepcopy_reduce
3.11 us
2.52 us: 1.24x faster
scimark_sor
134 ms
113 ms: 1.19x faster
pidigits
217 ms
184 ms: 1.18x faster
scimark_sparse_mat_mult
4.71 ms
4.08 ms: 1.15x faster
spectral_norm
111 ms
96.8 ms: 1.15x faster
regex_effbot
3.08 ms
2.72 ms: 1.13x faster
pylint
317 ms
280 ms: 1.13x faster
scimark_fft
349 ms
309 ms: 1.13x faster
coroutines
23.6 ms
21.3 ms: 1.10x faster
richards_super
51.6 ms
47.4 ms: 1.09x faster
float
77.5 ms
71.2 ms: 1.09x faster
telco
7.82 ms
7.19 ms: 1.09x faster
richards
45.2 ms
41.6 ms: 1.09x faster
regex_dna
180 ms
166 ms: 1.08x faster
pyflate
449 ms
414 ms: 1.08x faster
generators
28.8 ms
27.0 ms: 1.07x faster
scimark_monte_carlo
65.4 ms
61.4 ms: 1.07x faster
xml_etree_parse
136 ms
128 ms: 1.06x faster
pprint_safe_repr
738 ms
694 ms: 1.06x faster
async_generators
377 ms
356 ms: 1.06x faster
pprint_pformat
1.50 sec
1.41 sec: 1.06x faster
pathlib
19.2 ms
18.2 ms: 1.06x faster
regex_compile
132 ms
125 ms: 1.06x faster
xml_etree_iterparse
94.9 ms
90.1 ms: 1.05x faster
hexiom
5.99 ms
5.69 ms: 1.05x faster
tomli_loads
2.01 sec
1.91 sec: 1.05x faster
json_loads
27.0 us
25.9 us: 1.04x faster
bpe_tokeniser
4.45 sec
4.27 sec: 1.04x faster
json
4.93 ms
4.76 ms: 1.04x faster
logging_simple
6.16 us
5.95 us: 1.04x faster
scimark_lu
113 ms
109 ms: 1.03x faster
thrift
778 us
753 us: 1.03x faster
genshi_text
21.5 ms
20.9 ms: 1.03x faster
sqlglot_normalize
106 ms
102 ms: 1.03x faster
meteor_contest
102 ms
98.9 ms: 1.03x faster
2to3
260 ms
253 ms: 1.03x faster
docutils
2.62 sec
2.55 sec: 1.03x faster
xml_etree_process
59.3 ms
58.1 ms: 1.02x faster
sympy_sum
156 ms
152 ms: 1.02x faster
fannkuch
370 ms
362 ms: 1.02x faster
xml_etree_generate
85.4 ms
83.8 ms: 1.02x faster
logging_format
6.84 us
6.71 us: 1.02x faster
coverage
83.0 ms
81.4 ms: 1.02x faster
crypto_pyaes
67.9 ms
66.9 ms: 1.02x faster
pycparser
1.12 sec
1.10 sec: 1.01x faster
sqlglot_optimize
52.7 ms
52.0 ms: 1.01x faster
mdp
2.36 sec
2.33 sec: 1.01x faster
nqueens
78.6 ms
77.6 ms: 1.01x faster
unpickle_pure_python
210 us
208 us: 1.01x faster
sympy_str
275 ms
272 ms: 1.01x faster
sqlglot_transpile
1.56 ms
1.54 ms: 1.01x faster
sqlglot_parse
1.25 ms
1.24 ms: 1.01x faster
deltablue
3.12 ms
3.10 ms: 1.01x faster
sympy_integrate
19.8 ms
19.7 ms: 1.01x faster
asyncio_websockets
520 ms
523 ms: 1.00x slower
chaos
57.3 ms
57.6 ms: 1.00x slower
regex_v8
22.7 ms
22.9 ms: 1.01x slower
logging_silent
103 ns
104 ns: 1.01x slower
python_startup_no_site
7.39 ms
7.47 ms: 1.01x slower
mako
11.3 ms
11.5 ms: 1.02x slower
raytrace
253 ms
257 ms: 1.02x slower
django_template
34.1 ms
35.2 ms: 1.03x slower
comprehensions
16.5 us
17.0 us: 1.03x slower
pickle_pure_python
294 us
305 us: 1.03x slower
nbody
85.1 ms
88.3 ms: 1.04x slower
json_dumps
10.5 ms
11.4 ms: 1.09x slower
bench_thread_pool
919 us
1.03 ms: 1.12x slower
python_startup
11.0 ms
14.7 ms: 1.33x slower
gc_traversal
3.14 ms
4.30 ms: 1.37x slower
create_gc_cycles
1.34 ms
1.85 ms: 1.39x slower
bench_mp_pool
11.0 ms
88.9 ms: 8.08x slower
Geometric mean
(ref)
1.04x faster
Benchmark hidden because not significant (5): sympy_expand, dulwich_log, typing_runtime_protocols, genshi_xml, sqlite_synth
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-20250107-3.14.0a3+-e08b282/bm-20250107-vultr-x86_64-python-e08b28235a863323ca3a-3.14.0a3+-e08b282.json: connected_components, k_core, many_optionals, shortest_path, sphinx, sqlalchemy_declarative, sqlalchemy_imperative, subparsers
Geometric mean (including insignificant results): 1.063x faster
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.03x
95% likely to have a speedup of 1.03x
99% likely to have a speedup of 1.02x