fork: python
ref: 5c814c83cdd3dc42bd96
machine: linux-x86_64
commit hash: 5c814c8
commit date: 2024-12-25
overall geometric mean: 1.097x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.05x faster
Memory change: 1.11x
Benchmarks with tag 'apps':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241225-vultr-x86_64-python-5c814c83cdd3dc42bd96-3.14.0a3+-5c814c8
2to3
264 ms
253 ms: 1.04x 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-20241225-vultr-x86_64-python-5c814c83cdd3dc42bd96-3.14.0a3+-5c814c8
async_tree_memoization_tg
560 ms
306 ms: 1.83x faster
async_tree_io_tg
1.11 sec
607 ms: 1.83x faster
async_tree_none_tg
446 ms
256 ms: 1.74x faster
async_tree_io
1.08 sec
623 ms: 1.74x faster
async_tree_none
464 ms
276 ms: 1.68x faster
async_tree_memoization
555 ms
333 ms: 1.67x faster
async_tree_cpu_io_mixed_tg
723 ms
482 ms: 1.50x faster
async_tree_cpu_io_mixed
715 ms
499 ms: 1.43x faster
coroutines
23.9 ms
21.0 ms: 1.14x faster
async_generators
384 ms
361 ms: 1.07x faster
Geometric mean
(ref)
1.48x faster
Benchmark hidden because not significant (1): asyncio_websockets
Benchmarks with tag 'math':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241225-vultr-x86_64-python-5c814c83cdd3dc42bd96-3.14.0a3+-5c814c8
float
80.8 ms
75.4 ms: 1.07x faster
pidigits
184 ms
185 ms: 1.01x slower
nbody
89.3 ms
91.1 ms: 1.02x slower
Geometric mean
(ref)
1.01x faster
Benchmarks with tag 'regex':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241225-vultr-x86_64-python-5c814c83cdd3dc42bd96-3.14.0a3+-5c814c8
regex_compile
142 ms
126 ms: 1.13x faster
regex_effbot
3.17 ms
2.85 ms: 1.11x faster
regex_dna
168 ms
176 ms: 1.05x slower
regex_v8
20.6 ms
24.0 ms: 1.16x 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-20241225-vultr-x86_64-python-5c814c83cdd3dc42bd96-3.14.0a3+-5c814c8
tomli_loads
2.11 sec
1.91 sec: 1.10x faster
xml_etree_parse
139 ms
129 ms: 1.08x faster
unpickle_pure_python
221 us
206 us: 1.07x faster
xml_etree_iterparse
96.7 ms
91.0 ms: 1.06x faster
json_loads
26.5 us
25.8 us: 1.03x faster
xml_etree_generate
85.2 ms
83.1 ms: 1.03x faster
xml_etree_process
59.0 ms
57.7 ms: 1.02x faster
pickle_pure_python
308 us
304 us: 1.01x faster
json_dumps
10.4 ms
11.3 ms: 1.09x slower
Geometric mean
(ref)
1.03x faster
Benchmarks with tag 'startup':
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241225-vultr-x86_64-python-5c814c83cdd3dc42bd96-3.14.0a3+-5c814c8
python_startup_no_site
7.16 ms
7.45 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-20241225-vultr-x86_64-python-5c814c83cdd3dc42bd96-3.14.0a3+-5c814c8
genshi_text
22.8 ms
21.0 ms: 1.09x faster
genshi_xml
50.2 ms
48.6 ms: 1.03x faster
mako
11.0 ms
11.7 ms: 1.06x slower
Geometric mean
(ref)
1.01x faster
Benchmark hidden because not significant (1): django_template
Benchmark
bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b
bm-20241225-vultr-x86_64-python-5c814c83cdd3dc42bd96-3.14.0a3+-5c814c8
async_tree_memoization_tg
560 ms
306 ms: 1.83x faster
async_tree_io_tg
1.11 sec
607 ms: 1.83x faster
async_tree_none_tg
446 ms
256 ms: 1.74x faster
async_tree_io
1.08 sec
623 ms: 1.74x faster
async_tree_none
464 ms
276 ms: 1.68x faster
async_tree_memoization
555 ms
333 ms: 1.67x faster
async_tree_cpu_io_mixed_tg
723 ms
482 ms: 1.50x faster
async_tree_cpu_io_mixed
715 ms
499 ms: 1.43x faster
deepcopy
352 us
249 us: 1.41x faster
deepcopy_memo
40.3 us
29.3 us: 1.37x faster
go
139 ms
112 ms: 1.24x faster
deepcopy_reduce
3.08 us
2.54 us: 1.21x faster
pathlib
21.5 ms
17.9 ms: 1.21x faster
comprehensions
19.8 us
16.6 us: 1.20x faster
generators
32.2 ms
27.4 ms: 1.18x faster
spectral_norm
110 ms
93.9 ms: 1.17x faster
raytrace
299 ms
255 ms: 1.17x faster
scimark_sor
130 ms
112 ms: 1.16x faster
coroutines
23.9 ms
21.0 ms: 1.14x faster
crypto_pyaes
76.6 ms
67.4 ms: 1.14x faster
pylint
319 ms
281 ms: 1.14x faster
sqlalchemy_imperative
21.8 ms
19.2 ms: 1.13x faster
regex_compile
142 ms
126 ms: 1.13x faster
logging_simple
6.63 us
5.87 us: 1.13x faster
sqlalchemy_declarative
143 ms
128 ms: 1.12x faster
deltablue
3.45 ms
3.08 ms: 1.12x faster
bpe_tokeniser
4.74 sec
4.24 sec: 1.12x faster
richards
45.9 ms
41.3 ms: 1.11x faster
regex_effbot
3.17 ms
2.85 ms: 1.11x faster
chaos
62.8 ms
56.8 ms: 1.11x faster
logging_format
7.35 us
6.65 us: 1.10x faster
tomli_loads
2.11 sec
1.91 sec: 1.10x faster
richards_super
51.9 ms
47.1 ms: 1.10x faster
thrift
791 us
719 us: 1.10x faster
scimark_monte_carlo
68.4 ms
62.3 ms: 1.10x faster
sympy_sum
166 ms
152 ms: 1.09x faster
sqlglot_parse
1.36 ms
1.25 ms: 1.09x faster
genshi_text
22.8 ms
21.0 ms: 1.09x faster
scimark_fft
342 ms
316 ms: 1.08x faster
sqlglot_transpile
1.67 ms
1.55 ms: 1.08x faster
xml_etree_parse
139 ms
129 ms: 1.08x faster
sympy_str
292 ms
271 ms: 1.08x faster
float
80.8 ms
75.4 ms: 1.07x faster
unpickle_pure_python
221 us
206 us: 1.07x faster
hexiom
6.17 ms
5.76 ms: 1.07x faster
pyflate
448 ms
419 ms: 1.07x faster
pprint_safe_repr
743 ms
695 ms: 1.07x faster
async_generators
384 ms
361 ms: 1.07x faster
json
5.02 ms
4.72 ms: 1.07x faster
pprint_pformat
1.52 sec
1.43 sec: 1.06x faster
xml_etree_iterparse
96.7 ms
91.0 ms: 1.06x faster
scimark_lu
114 ms
108 ms: 1.06x faster
pycparser
1.17 sec
1.11 sec: 1.05x faster
dulwich_log
78.9 ms
75.1 ms: 1.05x faster
typing_runtime_protocols
163 us
156 us: 1.05x faster
logging_silent
109 ns
104 ns: 1.05x faster
sympy_integrate
20.5 ms
19.7 ms: 1.04x faster
2to3
264 ms
253 ms: 1.04x faster
docutils
2.64 sec
2.54 sec: 1.04x faster
meteor_contest
104 ms
99.7 ms: 1.04x faster
sqlglot_normalize
107 ms
103 ms: 1.03x faster
genshi_xml
50.2 ms
48.6 ms: 1.03x faster
fannkuch
372 ms
361 ms: 1.03x faster
sqlglot_optimize
53.3 ms
51.7 ms: 1.03x faster
json_loads
26.5 us
25.8 us: 1.03x faster
sympy_expand
468 ms
456 ms: 1.03x faster
xml_etree_generate
85.2 ms
83.1 ms: 1.03x faster
nqueens
80.1 ms
78.2 ms: 1.02x faster
xml_etree_process
59.0 ms
57.7 ms: 1.02x faster
sqlite_synth
2.20 us
2.18 us: 1.01x faster
pickle_pure_python
308 us
304 us: 1.01x faster
pidigits
184 ms
185 ms: 1.01x slower
nbody
89.3 ms
91.1 ms: 1.02x slower
mdp
2.42 sec
2.48 sec: 1.03x slower
python_startup_no_site
7.16 ms
7.45 ms: 1.04x slower
regex_dna
168 ms
176 ms: 1.05x slower
mako
11.0 ms
11.7 ms: 1.06x slower
json_dumps
10.4 ms
11.3 ms: 1.09x slower
bench_thread_pool
941 us
1.03 ms: 1.10x slower
coverage
71.4 ms
79.4 ms: 1.11x slower
telco
6.53 ms
7.43 ms: 1.14x slower
regex_v8
20.6 ms
24.0 ms: 1.16x slower
gc_traversal
3.46 ms
4.32 ms: 1.25x slower
python_startup
9.93 ms
14.6 ms: 1.47x slower
create_gc_cycles
1.09 ms
1.83 ms: 1.68x slower
bench_mp_pool
10.8 ms
88.7 ms: 8.21x slower
Geometric mean
(ref)
1.07x faster
Benchmark hidden because not significant (3): scimark_sparse_mat_mult, django_template, asyncio_websockets
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-20241225-3.14.0a3+-5c814c8/bm-20241225-vultr-x86_64-python-5c814c83cdd3dc42bd96-3.14.0a3+-5c814c8.json: connected_components, k_core, many_optionals, shortest_path, sphinx, subparsers
Geometric mean (including insignificant results): 1.097x faster
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.06x
95% likely to have a speedup of 1.06x
99% likely to have a speedup of 1.05x