fork: python
ref: 329165639f9ac00ba64f
machine: linux-x86_64
commit hash: 3291656
commit date: 2024-12-17
overall geometric mean: 1.082x 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-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656
2to3
264 ms
255 ms: 1.03x faster
docutils
2.64 sec
2.54 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-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656
async_tree_io_tg
1.11 sec
609 ms: 1.82x faster
async_tree_memoization_tg
560 ms
308 ms: 1.82x faster
async_tree_io
1.08 sec
621 ms: 1.74x faster
async_tree_none_tg
446 ms
257 ms: 1.74x faster
async_tree_none
464 ms
277 ms: 1.68x faster
async_tree_memoization
555 ms
336 ms: 1.65x faster
async_tree_cpu_io_mixed_tg
723 ms
581 ms: 1.24x faster
async_tree_cpu_io_mixed
715 ms
602 ms: 1.19x faster
coroutines
23.9 ms
21.8 ms: 1.10x faster
async_generators
384 ms
353 ms: 1.09x faster
asyncio_websockets
517 ms
523 ms: 1.01x slower
Geometric mean
(ref)
1.42x faster
Benchmarks with tag 'math':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656
float
80.8 ms
75.9 ms: 1.06x faster
pidigits
184 ms
222 ms: 1.20x slower
Geometric mean
(ref)
1.04x slower
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-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656
regex_compile
142 ms
126 ms: 1.13x faster
regex_effbot
3.17 ms
2.82 ms: 1.12x faster
regex_dna
168 ms
173 ms: 1.03x slower
regex_v8
20.6 ms
24.1 ms: 1.17x slower
Geometric mean
(ref)
1.01x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656
xml_etree_parse
139 ms
128 ms: 1.08x faster
xml_etree_iterparse
96.7 ms
90.6 ms: 1.07x faster
tomli_loads
2.11 sec
1.97 sec: 1.07x faster
unpickle_pure_python
221 us
211 us: 1.04x faster
xml_etree_generate
85.2 ms
84.1 ms: 1.01x faster
json_loads
26.5 us
26.3 us: 1.01x faster
xml_etree_process
59.0 ms
58.7 ms: 1.01x faster
pickle_pure_python
308 us
313 us: 1.02x slower
json_dumps
10.4 ms
11.4 ms: 1.10x slower
Geometric mean
(ref)
1.02x faster
Benchmarks with tag 'startup':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656
python_startup_no_site
7.16 ms
7.50 ms: 1.05x slower
python_startup
9.93 ms
14.7 ms: 1.48x 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-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656
genshi_text
22.8 ms
21.6 ms: 1.06x faster
genshi_xml
50.2 ms
49.8 ms: 1.01x faster
django_template
34.7 ms
35.1 ms: 1.01x slower
mako
11.0 ms
11.7 ms: 1.06x slower
Geometric mean
(ref)
1.00x slower
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656
async_tree_io_tg
1.11 sec
609 ms: 1.82x faster
async_tree_memoization_tg
560 ms
308 ms: 1.82x faster
async_tree_io
1.08 sec
621 ms: 1.74x faster
async_tree_none_tg
446 ms
257 ms: 1.74x faster
async_tree_none
464 ms
277 ms: 1.68x faster
async_tree_memoization
555 ms
336 ms: 1.65x faster
deepcopy
352 us
253 us: 1.39x faster
deepcopy_memo
40.3 us
29.6 us: 1.36x faster
async_tree_cpu_io_mixed_tg
723 ms
581 ms: 1.24x faster
go
139 ms
115 ms: 1.21x faster
deepcopy_reduce
3.08 us
2.58 us: 1.19x faster
generators
32.2 ms
27.0 ms: 1.19x faster
async_tree_cpu_io_mixed
715 ms
602 ms: 1.19x faster
pathlib
21.5 ms
18.3 ms: 1.18x faster
comprehensions
19.8 us
16.9 us: 1.18x faster
raytrace
299 ms
256 ms: 1.17x faster
sqlalchemy_imperative
21.8 ms
18.9 ms: 1.15x faster
pylint
319 ms
279 ms: 1.14x faster
sqlalchemy_declarative
143 ms
125 ms: 1.14x faster
crypto_pyaes
76.6 ms
67.3 ms: 1.14x faster
regex_compile
142 ms
126 ms: 1.13x faster
spectral_norm
110 ms
98.0 ms: 1.12x faster
regex_effbot
3.17 ms
2.82 ms: 1.12x faster
bpe_tokeniser
4.74 sec
4.25 sec: 1.11x faster
scimark_fft
342 ms
309 ms: 1.10x faster
coroutines
23.9 ms
21.8 ms: 1.10x faster
logging_simple
6.63 us
6.04 us: 1.10x faster
deltablue
3.45 ms
3.15 ms: 1.09x faster
chaos
62.8 ms
57.5 ms: 1.09x faster
async_generators
384 ms
353 ms: 1.09x faster
sympy_sum
166 ms
153 ms: 1.09x faster
scimark_monte_carlo
68.4 ms
62.9 ms: 1.09x faster
logging_format
7.35 us
6.79 us: 1.08x faster
sympy_str
292 ms
270 ms: 1.08x faster
sqlglot_parse
1.36 ms
1.25 ms: 1.08x faster
xml_etree_parse
139 ms
128 ms: 1.08x faster
thrift
791 us
736 us: 1.08x faster
sqlglot_transpile
1.67 ms
1.56 ms: 1.07x faster
xml_etree_iterparse
96.7 ms
90.6 ms: 1.07x faster
tomli_loads
2.11 sec
1.97 sec: 1.07x faster
float
80.8 ms
75.9 ms: 1.06x faster
hexiom
6.17 ms
5.80 ms: 1.06x faster
genshi_text
22.8 ms
21.6 ms: 1.06x faster
pprint_safe_repr
743 ms
702 ms: 1.06x faster
pyflate
448 ms
424 ms: 1.06x faster
pycparser
1.17 sec
1.11 sec: 1.06x faster
scimark_sor
130 ms
123 ms: 1.05x faster
json
5.02 ms
4.78 ms: 1.05x faster
typing_runtime_protocols
163 us
156 us: 1.05x faster
scimark_sparse_mat_mult
4.39 ms
4.18 ms: 1.05x faster
pprint_pformat
1.52 sec
1.45 sec: 1.05x faster
dulwich_log
78.9 ms
75.3 ms: 1.05x faster
logging_silent
109 ns
104 ns: 1.04x faster
unpickle_pure_python
221 us
211 us: 1.04x faster
mdp
2.42 sec
2.32 sec: 1.04x faster
sympy_integrate
20.5 ms
19.7 ms: 1.04x faster
nqueens
80.1 ms
77.1 ms: 1.04x faster
docutils
2.64 sec
2.54 sec: 1.04x faster
sqlglot_normalize
107 ms
103 ms: 1.04x faster
richards
45.9 ms
44.4 ms: 1.03x faster
2to3
264 ms
255 ms: 1.03x faster
meteor_contest
104 ms
100 ms: 1.03x faster
scimark_lu
114 ms
111 ms: 1.03x faster
richards_super
51.9 ms
50.3 ms: 1.03x faster
sympy_expand
468 ms
455 ms: 1.03x faster
sqlglot_optimize
53.3 ms
51.9 ms: 1.03x faster
xml_etree_generate
85.2 ms
84.1 ms: 1.01x faster
json_loads
26.5 us
26.3 us: 1.01x faster
genshi_xml
50.2 ms
49.8 ms: 1.01x faster
xml_etree_process
59.0 ms
58.7 ms: 1.01x faster
fannkuch
372 ms
371 ms: 1.00x faster
asyncio_websockets
517 ms
523 ms: 1.01x slower
django_template
34.7 ms
35.1 ms: 1.01x slower
pickle_pure_python
308 us
313 us: 1.02x slower
sqlite_synth
2.20 us
2.25 us: 1.02x slower
regex_dna
168 ms
173 ms: 1.03x slower
python_startup_no_site
7.16 ms
7.50 ms: 1.05x slower
mako
11.0 ms
11.7 ms: 1.06x slower
bench_thread_pool
941 us
1.03 ms: 1.09x slower
telco
6.53 ms
7.15 ms: 1.10x slower
json_dumps
10.4 ms
11.4 ms: 1.10x slower
coverage
71.4 ms
79.3 ms: 1.11x slower
regex_v8
20.6 ms
24.1 ms: 1.17x slower
pidigits
184 ms
222 ms: 1.20x slower
gc_traversal
3.46 ms
4.20 ms: 1.22x slower
python_startup
9.93 ms
14.7 ms: 1.48x slower
create_gc_cycles
1.09 ms
1.84 ms: 1.68x slower
bench_mp_pool
10.8 ms
89.3 ms: 8.27x slower
Geometric mean
(ref)
1.05x faster
Benchmark hidden because not significant (1): nbody
Ignored benchmarks (16) of results/bm-20240906-3.12.6-a4a2d2b/bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b.json: aiohttp, asyncio_tcp, asyncio_tcp_ssl, chameleon, dask, flaskblogging, gunicorn, html5lib, mypy2, pickle, pickle_dict, pickle_list, tornado_http, unpack_sequence, unpickle, unpickle_list
Ignored benchmarks (6) of results/bm-20241217-3.14.0a3+-3291656/bm-20241217-vultr-x86_64-python-329165639f9ac00ba64f-3.14.0a3+-3291656.json: connected_components, k_core, many_optionals, shortest_path, sphinx, subparsers
Geometric mean (including insignificant results): 1.082x 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