fork: python
ref: e65a1eb93ae35f9fbab1
machine: linux-x86_64
commit hash: e65a1eb
commit date: 2025-01-20
overall geometric mean: 1.057x 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-20250120-vultr-x86_64-python-e65a1eb93ae35f9fbab1-3.14.0a4+-e65a1eb
2to3
260 ms
254 ms: 1.02x faster
docutils
2.62 sec
2.55 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-20250120-vultr-x86_64-python-e65a1eb93ae35f9fbab1-3.14.0a4+-e65a1eb
async_tree_io_tg
913 ms
610 ms: 1.50x faster
async_tree_io
876 ms
604 ms: 1.45x faster
async_tree_memoization
461 ms
319 ms: 1.44x faster
async_tree_memoization_tg
414 ms
306 ms: 1.35x faster
async_tree_cpu_io_mixed
666 ms
493 ms: 1.35x faster
async_tree_none
354 ms
263 ms: 1.34x faster
async_tree_cpu_io_mixed_tg
638 ms
481 ms: 1.33x faster
async_tree_none_tg
336 ms
256 ms: 1.31x faster
async_generators
377 ms
318 ms: 1.18x faster
coroutines
23.6 ms
22.1 ms: 1.07x faster
asyncio_websockets
520 ms
523 ms: 1.01x slower
Geometric mean
(ref)
1.29x faster
Benchmarks with tag 'math':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250120-vultr-x86_64-python-e65a1eb93ae35f9fbab1-3.14.0a4+-e65a1eb
float
77.5 ms
69.8 ms: 1.11x faster
pidigits
217 ms
207 ms: 1.05x faster
nbody
85.1 ms
91.2 ms: 1.07x slower
Geometric mean
(ref)
1.03x faster
Benchmarks with tag 'regex':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250120-vultr-x86_64-python-e65a1eb93ae35f9fbab1-3.14.0a4+-e65a1eb
regex_effbot
3.08 ms
2.60 ms: 1.19x faster
regex_dna
180 ms
169 ms: 1.06x faster
regex_compile
132 ms
127 ms: 1.04x faster
regex_v8
22.7 ms
23.5 ms: 1.03x slower
Geometric mean
(ref)
1.06x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250120-vultr-x86_64-python-e65a1eb93ae35f9fbab1-3.14.0a4+-e65a1eb
xml_etree_parse
136 ms
128 ms: 1.06x faster
tomli_loads
2.01 sec
1.89 sec: 1.06x faster
xml_etree_iterparse
94.9 ms
90.5 ms: 1.05x faster
xml_etree_generate
85.4 ms
82.7 ms: 1.03x faster
xml_etree_process
59.3 ms
60.3 ms: 1.02x slower
json_loads
27.0 us
27.6 us: 1.02x slower
unpickle_pure_python
210 us
221 us: 1.05x slower
pickle_pure_python
294 us
317 us: 1.08x slower
json_dumps
10.5 ms
11.4 ms: 1.08x slower
Geometric mean
(ref)
1.00x slower
Benchmarks with tag 'startup':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250120-vultr-x86_64-python-e65a1eb93ae35f9fbab1-3.14.0a4+-e65a1eb
python_startup_no_site
7.39 ms
7.49 ms: 1.01x slower
python_startup
11.0 ms
14.7 ms: 1.34x 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-20250120-vultr-x86_64-python-e65a1eb93ae35f9fbab1-3.14.0a4+-e65a1eb
genshi_text
21.5 ms
21.4 ms: 1.01x faster
genshi_xml
48.8 ms
49.0 ms: 1.01x slower
mako
11.3 ms
11.7 ms: 1.03x slower
django_template
34.1 ms
35.8 ms: 1.05x slower
Geometric mean
(ref)
1.02x slower
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20250120-vultr-x86_64-python-e65a1eb93ae35f9fbab1-3.14.0a4+-e65a1eb
async_tree_io_tg
913 ms
610 ms: 1.50x faster
async_tree_io
876 ms
604 ms: 1.45x faster
async_tree_memoization
461 ms
319 ms: 1.44x faster
deepcopy
355 us
254 us: 1.40x faster
async_tree_memoization_tg
414 ms
306 ms: 1.35x faster
async_tree_cpu_io_mixed
666 ms
493 ms: 1.35x faster
async_tree_none
354 ms
263 ms: 1.34x faster
async_tree_cpu_io_mixed_tg
638 ms
481 ms: 1.33x faster
async_tree_none_tg
336 ms
256 ms: 1.31x faster
deepcopy_memo
39.1 us
29.9 us: 1.31x faster
go
141 ms
112 ms: 1.26x faster
scimark_sor
134 ms
111 ms: 1.21x faster
spectral_norm
111 ms
92.2 ms: 1.20x faster
deepcopy_reduce
3.11 us
2.60 us: 1.20x faster
regex_effbot
3.08 ms
2.60 ms: 1.19x faster
async_generators
377 ms
318 ms: 1.18x faster
scimark_sparse_mat_mult
4.71 ms
4.10 ms: 1.15x faster
scimark_fft
349 ms
305 ms: 1.15x faster
pylint
317 ms
279 ms: 1.13x faster
float
77.5 ms
69.8 ms: 1.11x faster
richards
45.2 ms
41.0 ms: 1.10x faster
richards_super
51.6 ms
47.2 ms: 1.10x faster
pyflate
449 ms
415 ms: 1.08x faster
telco
7.82 ms
7.28 ms: 1.07x faster
coroutines
23.6 ms
22.1 ms: 1.07x faster
xml_etree_parse
136 ms
128 ms: 1.06x faster
regex_dna
180 ms
169 ms: 1.06x faster
tomli_loads
2.01 sec
1.89 sec: 1.06x faster
pathlib
19.2 ms
18.2 ms: 1.05x faster
hexiom
5.99 ms
5.70 ms: 1.05x faster
bpe_tokeniser
4.45 sec
4.23 sec: 1.05x faster
pprint_safe_repr
738 ms
703 ms: 1.05x faster
xml_etree_iterparse
94.9 ms
90.5 ms: 1.05x faster
pprint_pformat
1.50 sec
1.43 sec: 1.05x faster
generators
28.8 ms
27.5 ms: 1.05x faster
pidigits
217 ms
207 ms: 1.05x faster
chaos
57.3 ms
54.8 ms: 1.05x faster
regex_compile
132 ms
127 ms: 1.04x faster
coverage
83.0 ms
79.6 ms: 1.04x faster
meteor_contest
102 ms
97.4 ms: 1.04x faster
thrift
778 us
749 us: 1.04x faster
scimark_monte_carlo
65.4 ms
63.2 ms: 1.03x faster
xml_etree_generate
85.4 ms
82.7 ms: 1.03x faster
docutils
2.62 sec
2.55 sec: 1.02x faster
mdp
2.36 sec
2.30 sec: 1.02x faster
deltablue
3.12 ms
3.05 ms: 1.02x faster
2to3
260 ms
254 ms: 1.02x faster
nqueens
78.6 ms
76.9 ms: 1.02x faster
sqlglot_normalize
106 ms
104 ms: 1.01x faster
crypto_pyaes
67.9 ms
67.0 ms: 1.01x faster
sqlite_synth
2.21 us
2.19 us: 1.01x faster
sympy_sum
156 ms
154 ms: 1.01x faster
genshi_text
21.5 ms
21.4 ms: 1.01x faster
sqlglot_optimize
52.7 ms
52.4 ms: 1.01x faster
fannkuch
370 ms
367 ms: 1.01x faster
sqlglot_transpile
1.56 ms
1.55 ms: 1.01x faster
scimark_lu
113 ms
112 ms: 1.00x faster
genshi_xml
48.8 ms
49.0 ms: 1.01x slower
sympy_expand
457 ms
459 ms: 1.01x slower
asyncio_websockets
520 ms
523 ms: 1.01x slower
comprehensions
16.5 us
16.6 us: 1.01x slower
json
4.93 ms
4.98 ms: 1.01x slower
pycparser
1.12 sec
1.13 sec: 1.01x slower
python_startup_no_site
7.39 ms
7.49 ms: 1.01x slower
logging_silent
103 ns
104 ns: 1.01x slower
typing_runtime_protocols
155 us
157 us: 1.02x slower
xml_etree_process
59.3 ms
60.3 ms: 1.02x slower
json_loads
27.0 us
27.6 us: 1.02x slower
dulwich_log
74.8 ms
76.5 ms: 1.02x slower
logging_simple
6.16 us
6.36 us: 1.03x slower
regex_v8
22.7 ms
23.5 ms: 1.03x slower
mako
11.3 ms
11.7 ms: 1.03x slower
raytrace
253 ms
262 ms: 1.04x slower
django_template
34.1 ms
35.8 ms: 1.05x slower
logging_format
6.84 us
7.18 us: 1.05x slower
unpickle_pure_python
210 us
221 us: 1.05x slower
nbody
85.1 ms
91.2 ms: 1.07x slower
pickle_pure_python
294 us
317 us: 1.08x slower
json_dumps
10.5 ms
11.4 ms: 1.08x slower
bench_thread_pool
919 us
1.03 ms: 1.12x slower
gc_traversal
3.14 ms
3.99 ms: 1.27x slower
python_startup
11.0 ms
14.7 ms: 1.34x slower
create_gc_cycles
1.34 ms
1.84 ms: 1.38x slower
bench_mp_pool
11.0 ms
89.7 ms: 8.16x slower
Geometric mean
(ref)
1.03x faster
Benchmark hidden because not significant (3): sympy_str, sqlglot_parse, sympy_integrate
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-20250120-3.14.0a4+-e65a1eb/bm-20250120-vultr-x86_64-python-e65a1eb93ae35f9fbab1-3.14.0a4+-e65a1eb.json: connected_components, k_core, many_optionals, shortest_path, sphinx, sqlalchemy_declarative, sqlalchemy_imperative, subparsers
Geometric mean (including insignificant results): 1.057x 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 1.02x
99% likely to have a speedup of 1.02x