fork: python
ref: f9a5a3a3ef34e63dc197
machine: linux-x86_64
commit hash: f9a5a3a
commit date: 2024-12-28
overall geometric mean: 1.092x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.04x faster
Memory change: 1.11x
Benchmarks with tag 'apps':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241228-vultr-x86_64-python-f9a5a3a3ef34e63dc197-3.14.0a3+-f9a5a3a
2to3
264 ms
254 ms: 1.04x faster
docutils
2.64 sec
2.55 sec: 1.04x faster
Geometric mean
(ref)
1.04x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241228-vultr-x86_64-python-f9a5a3a3ef34e63dc197-3.14.0a3+-f9a5a3a
async_tree_memoization_tg
560 ms
307 ms: 1.82x faster
async_tree_io_tg
1.11 sec
613 ms: 1.81x faster
async_tree_none_tg
446 ms
257 ms: 1.73x faster
async_tree_io
1.08 sec
628 ms: 1.72x faster
async_tree_none
464 ms
279 ms: 1.66x faster
async_tree_memoization
555 ms
335 ms: 1.66x faster
async_tree_cpu_io_mixed_tg
723 ms
490 ms: 1.48x faster
async_tree_cpu_io_mixed
715 ms
505 ms: 1.42x faster
coroutines
23.9 ms
21.6 ms: 1.11x faster
async_generators
384 ms
359 ms: 1.07x faster
asyncio_tcp
519 ms
507 ms: 1.02x faster
asyncio_tcp_ssl
1.51 sec
1.52 sec: 1.01x slower
asyncio_websockets
517 ms
523 ms: 1.01x slower
Geometric mean
(ref)
1.38x faster
Benchmarks with tag 'math':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241228-vultr-x86_64-python-f9a5a3a3ef34e63dc197-3.14.0a3+-f9a5a3a
float
80.8 ms
74.9 ms: 1.08x faster
pidigits
184 ms
192 ms: 1.04x slower
Geometric mean
(ref)
1.01x faster
Benchmark hidden because not significant (1): nbody
Benchmarks with tag 'regex':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241228-vultr-x86_64-python-f9a5a3a3ef34e63dc197-3.14.0a3+-f9a5a3a
regex_compile
142 ms
127 ms: 1.12x faster
regex_effbot
3.17 ms
2.84 ms: 1.12x faster
regex_dna
168 ms
183 ms: 1.09x slower
regex_v8
20.6 ms
25.1 ms: 1.22x slower
Geometric mean
(ref)
1.02x slower
Benchmarks with tag 'serialize':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241228-vultr-x86_64-python-f9a5a3a3ef34e63dc197-3.14.0a3+-f9a5a3a
tomli_loads
2.11 sec
1.88 sec: 1.12x faster
xml_etree_iterparse
96.7 ms
90.1 ms: 1.07x faster
xml_etree_parse
139 ms
129 ms: 1.07x faster
unpickle_pure_python
221 us
210 us: 1.05x faster
unpickle
14.1 us
13.5 us: 1.04x faster
xml_etree_generate
85.2 ms
83.2 ms: 1.02x faster
json_loads
26.5 us
26.1 us: 1.02x faster
xml_etree_process
59.0 ms
58.2 ms: 1.01x faster
pickle_pure_python
308 us
315 us: 1.02x slower
unpickle_list
4.67 us
4.82 us: 1.03x slower
pickle_list
4.77 us
5.14 us: 1.08x slower
json_dumps
10.4 ms
11.3 ms: 1.09x slower
pickle
10.9 us
12.3 us: 1.12x slower
Geometric mean
(ref)
1.00x faster
Benchmark hidden because not significant (1): pickle_dict
Benchmarks with tag 'startup':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241228-vultr-x86_64-python-f9a5a3a3ef34e63dc197-3.14.0a3+-f9a5a3a
python_startup_no_site
7.16 ms
7.46 ms: 1.04x slower
python_startup
9.93 ms
14.6 ms: 1.47x slower
Geometric mean
(ref)
1.24x slower
Benchmarks with tag 'template':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241228-vultr-x86_64-python-f9a5a3a3ef34e63dc197-3.14.0a3+-f9a5a3a
genshi_text
22.8 ms
21.1 ms: 1.08x faster
genshi_xml
50.2 ms
48.6 ms: 1.03x faster
django_template
34.7 ms
35.0 ms: 1.01x slower
mako
11.0 ms
11.6 ms: 1.05x slower
Geometric mean
(ref)
1.01x faster
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241228-vultr-x86_64-python-f9a5a3a3ef34e63dc197-3.14.0a3+-f9a5a3a
async_tree_memoization_tg
560 ms
307 ms: 1.82x faster
async_tree_io_tg
1.11 sec
613 ms: 1.81x faster
async_tree_none_tg
446 ms
257 ms: 1.73x faster
async_tree_io
1.08 sec
628 ms: 1.72x faster
async_tree_none
464 ms
279 ms: 1.66x faster
async_tree_memoization
555 ms
335 ms: 1.66x faster
async_tree_cpu_io_mixed_tg
723 ms
490 ms: 1.48x faster
async_tree_cpu_io_mixed
715 ms
505 ms: 1.42x faster
deepcopy
352 us
253 us: 1.39x faster
deepcopy_memo
40.3 us
29.6 us: 1.36x faster
unpack_sequence
52.1 ns
39.7 ns: 1.31x faster
pathlib
21.5 ms
17.8 ms: 1.21x faster
go
139 ms
116 ms: 1.20x faster
generators
32.2 ms
27.2 ms: 1.18x faster
deepcopy_reduce
3.08 us
2.62 us: 1.17x faster
comprehensions
19.8 us
17.0 us: 1.17x faster
spectral_norm
110 ms
94.8 ms: 1.16x faster
raytrace
299 ms
258 ms: 1.16x faster
crypto_pyaes
76.6 ms
66.1 ms: 1.16x faster
scimark_sor
130 ms
112 ms: 1.15x faster
pylint
319 ms
280 ms: 1.14x faster
sqlalchemy_imperative
21.8 ms
19.2 ms: 1.14x faster
logging_simple
6.63 us
5.90 us: 1.12x faster
sqlalchemy_declarative
143 ms
127 ms: 1.12x faster
tomli_loads
2.11 sec
1.88 sec: 1.12x faster
regex_compile
142 ms
127 ms: 1.12x faster
bpe_tokeniser
4.74 sec
4.24 sec: 1.12x faster
regex_effbot
3.17 ms
2.84 ms: 1.12x faster
logging_format
7.35 us
6.62 us: 1.11x faster
coroutines
23.9 ms
21.6 ms: 1.11x faster
scimark_monte_carlo
68.4 ms
61.9 ms: 1.11x faster
pyflate
448 ms
407 ms: 1.10x faster
scimark_fft
342 ms
311 ms: 1.10x faster
deltablue
3.45 ms
3.14 ms: 1.10x faster
richards
45.9 ms
41.9 ms: 1.10x faster
chaos
62.8 ms
57.4 ms: 1.09x faster
thrift
791 us
728 us: 1.09x faster
sqlglot_parse
1.36 ms
1.25 ms: 1.09x faster
sympy_sum
166 ms
153 ms: 1.09x faster
richards_super
51.9 ms
47.8 ms: 1.09x faster
genshi_text
22.8 ms
21.1 ms: 1.08x faster
sqlglot_transpile
1.67 ms
1.55 ms: 1.08x faster
float
80.8 ms
74.9 ms: 1.08x faster
sympy_str
292 ms
271 ms: 1.08x faster
xml_etree_iterparse
96.7 ms
90.1 ms: 1.07x faster
xml_etree_parse
139 ms
129 ms: 1.07x faster
async_generators
384 ms
359 ms: 1.07x faster
pprint_safe_repr
743 ms
700 ms: 1.06x faster
json
5.02 ms
4.74 ms: 1.06x faster
pprint_pformat
1.52 sec
1.44 sec: 1.06x faster
logging_silent
109 ns
103 ns: 1.06x faster
hexiom
6.17 ms
5.86 ms: 1.05x faster
unpickle_pure_python
221 us
210 us: 1.05x faster
dulwich_log
78.9 ms
75.0 ms: 1.05x faster
typing_runtime_protocols
163 us
156 us: 1.05x faster
pycparser
1.17 sec
1.12 sec: 1.04x faster
sympy_integrate
20.5 ms
19.7 ms: 1.04x faster
unpickle
14.1 us
13.5 us: 1.04x faster
meteor_contest
104 ms
99.7 ms: 1.04x faster
docutils
2.64 sec
2.55 sec: 1.04x faster
2to3
264 ms
254 ms: 1.04x faster
sqlglot_normalize
107 ms
103 ms: 1.03x faster
nqueens
80.1 ms
77.5 ms: 1.03x faster
genshi_xml
50.2 ms
48.6 ms: 1.03x faster
sympy_expand
468 ms
454 ms: 1.03x faster
fannkuch
372 ms
362 ms: 1.03x faster
scimark_sparse_mat_mult
4.39 ms
4.28 ms: 1.03x faster
xml_etree_generate
85.2 ms
83.2 ms: 1.02x faster
asyncio_tcp
519 ms
507 ms: 1.02x faster
scimark_lu
114 ms
112 ms: 1.02x faster
sqlglot_optimize
53.3 ms
52.1 ms: 1.02x faster
json_loads
26.5 us
26.1 us: 1.02x faster
xml_etree_process
59.0 ms
58.2 ms: 1.01x faster
sqlite_synth
2.20 us
2.18 us: 1.01x faster
django_template
34.7 ms
35.0 ms: 1.01x slower
asyncio_tcp_ssl
1.51 sec
1.52 sec: 1.01x slower
asyncio_websockets
517 ms
523 ms: 1.01x slower
mdp
2.42 sec
2.45 sec: 1.01x slower
pickle_pure_python
308 us
315 us: 1.02x slower
unpickle_list
4.67 us
4.82 us: 1.03x slower
python_startup_no_site
7.16 ms
7.46 ms: 1.04x slower
pidigits
184 ms
192 ms: 1.04x slower
mako
11.0 ms
11.6 ms: 1.05x slower
pickle_list
4.77 us
5.14 us: 1.08x slower
json_dumps
10.4 ms
11.3 ms: 1.09x slower
regex_dna
168 ms
183 ms: 1.09x slower
bench_thread_pool
941 us
1.03 ms: 1.09x slower
telco
6.53 ms
7.22 ms: 1.11x slower
coverage
71.4 ms
79.1 ms: 1.11x slower
pickle
10.9 us
12.3 us: 1.12x slower
regex_v8
20.6 ms
25.1 ms: 1.22x slower
gc_traversal
3.46 ms
4.42 ms: 1.28x slower
python_startup
9.93 ms
14.6 ms: 1.47x slower
create_gc_cycles
1.09 ms
1.84 ms: 1.69x slower
bench_mp_pool
10.8 ms
88.8 ms: 8.22x slower
Geometric mean
(ref)
1.06x faster
Benchmark hidden because not significant (2): pickle_dict, nbody
Ignored benchmarks (8) of results/bm-20240906-3.12.6-a4a2d2b/bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b.json: aiohttp, chameleon, dask, flaskblogging, gunicorn, html5lib, mypy2, tornado_http
Ignored benchmarks (6) of results/bm-20241228-3.14.0a3+-f9a5a3a/bm-20241228-vultr-x86_64-python-f9a5a3a3ef34e63dc197-3.14.0a3+-f9a5a3a.json: connected_components, k_core, many_optionals, shortest_path, sphinx, subparsers
Geometric mean (including insignificant results): 1.092x faster
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.05x
95% likely to have a speedup of 1.05x
99% likely to have a speedup of 1.04x