fork: python
ref: 29f8a67ae00081a36fdc
machine: linux-aarch64
commit hash: 29f8a67
commit date: 2025-02-08
overall geometric mean: 1.273x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.16x faster
Memory change: 1.32x
Benchmarks with tag 'apps':
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20250208-arminc-aarch64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
2to3
381 ms
318 ms: 1.20x faster
docutils
3.53 sec
3.27 sec: 1.08x faster
html5lib
86.5 ms
63.9 ms: 1.35x faster
Geometric mean
(ref)
1.20x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20250208-arminc-aarch64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
async_tree_io
2.28 sec
958 ms: 2.38x faster
async_tree_none
950 ms
402 ms: 2.36x faster
async_tree_memoization
1.13 sec
505 ms: 2.24x faster
async_tree_cpu_io_mixed
1.27 sec
698 ms: 1.82x faster
Geometric mean
(ref)
2.19x faster
Benchmarks with tag 'math':
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20250208-arminc-aarch64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
float
135 ms
84.1 ms: 1.60x faster
nbody
166 ms
129 ms: 1.28x faster
Geometric mean
(ref)
1.26x faster
Benchmark hidden because not significant (1): pidigits
Benchmarks with tag 'regex':
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20250208-arminc-aarch64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
regex_compile
177 ms
132 ms: 1.34x faster
regex_dna
257 ms
250 ms: 1.03x faster
Geometric mean
(ref)
1.10x faster
Benchmark hidden because not significant (2): regex_effbot, regex_v8
Benchmarks with tag 'serialize':
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20250208-arminc-aarch64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
unpickle_pure_python
366 us
273 us: 1.34x faster
tomli_loads
3.36 sec
2.52 sec: 1.33x faster
pickle_pure_python
529 us
415 us: 1.28x faster
xml_etree_process
99.5 ms
80.4 ms: 1.24x faster
xml_etree_parse
212 ms
183 ms: 1.16x faster
json_dumps
16.7 ms
14.8 ms: 1.13x faster
xml_etree_generate
123 ms
111 ms: 1.11x faster
unpickle_list
6.99 us
6.39 us: 1.09x faster
xml_etree_iterparse
156 ms
147 ms: 1.06x faster
json_loads
30.9 us
35.8 us: 1.16x slower
pickle_dict
35.1 us
41.0 us: 1.17x slower
pickle_list
5.24 us
6.16 us: 1.18x slower
pickle
12.5 us
16.3 us: 1.31x slower
Geometric mean
(ref)
1.06x faster
Benchmark hidden because not significant (1): unpickle
Benchmarks with tag 'startup':
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20250208-arminc-aarch64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
python_startup_no_site
6.89 ms
9.00 ms: 1.31x slower
python_startup
11.2 ms
16.4 ms: 1.46x slower
Geometric mean
(ref)
1.38x slower
Benchmarks with tag 'template':
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20250208-arminc-aarch64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
mako
18.9 ms
13.8 ms: 1.37x faster
django_template
53.3 ms
40.0 ms: 1.33x faster
genshi_text
35.2 ms
28.8 ms: 1.22x faster
genshi_xml
69.8 ms
65.1 ms: 1.07x faster
Geometric mean
(ref)
1.24x faster
Benchmark
bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120
bm-20250208-arminc-aarch64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67
typing_runtime_protocols
661 us
215 us: 3.08x faster
async_tree_io
2.28 sec
958 ms: 2.38x faster
async_tree_none
950 ms
402 ms: 2.36x faster
async_tree_memoization
1.13 sec
505 ms: 2.24x faster
deltablue
8.94 ms
4.27 ms: 2.10x faster
generators
68.1 ms
37.1 ms: 1.83x faster
async_tree_cpu_io_mixed
1.27 sec
698 ms: 1.82x faster
richards_super
107 ms
61.6 ms: 1.74x faster
raytrace
573 ms
335 ms: 1.71x faster
richards
91.7 ms
53.8 ms: 1.70x faster
chaos
121 ms
71.1 ms: 1.70x faster
logging_silent
222 ns
133 ns: 1.67x faster
asyncio_tcp
944 ms
569 ms: 1.66x faster
scimark_lu
227 ms
138 ms: 1.64x faster
float
135 ms
84.1 ms: 1.60x faster
scimark_sor
246 ms
155 ms: 1.59x faster
go
264 ms
167 ms: 1.58x faster
spectral_norm
186 ms
119 ms: 1.57x faster
sqlglot_parse
2.40 ms
1.55 ms: 1.55x faster
deepcopy_memo
61.7 us
40.1 us: 1.54x faster
scimark_monte_carlo
128 ms
84.8 ms: 1.51x faster
sqlglot_transpile
2.84 ms
1.90 ms: 1.50x faster
pylint
485 ms
333 ms: 1.46x faster
deepcopy
511 us
353 us: 1.45x faster
asyncio_tcp_ssl
3.28 sec
2.27 sec: 1.45x faster
crypto_pyaes
134 ms
95.2 ms: 1.41x faster
mako
18.9 ms
13.8 ms: 1.37x faster
pyflate
795 ms
587 ms: 1.35x faster
html5lib
86.5 ms
63.9 ms: 1.35x faster
comprehensions
33.1 us
24.6 us: 1.35x faster
unpickle_pure_python
366 us
273 us: 1.34x faster
logging_format
10.6 us
7.93 us: 1.34x faster
regex_compile
177 ms
132 ms: 1.34x faster
logging_simple
9.78 us
7.32 us: 1.34x faster
django_template
53.3 ms
40.0 ms: 1.33x faster
tomli_loads
3.36 sec
2.52 sec: 1.33x faster
thrift
1.26 ms
967 us: 1.30x faster
deepcopy_reduce
4.60 us
3.56 us: 1.29x faster
nbody
166 ms
129 ms: 1.28x faster
sqlalchemy_declarative
197 ms
155 ms: 1.28x faster
pickle_pure_python
529 us
415 us: 1.28x faster
coroutines
37.2 ms
29.3 ms: 1.27x faster
xml_etree_process
99.5 ms
80.4 ms: 1.24x faster
genshi_text
35.2 ms
28.8 ms: 1.22x faster
hexiom
10.9 ms
9.10 ms: 1.20x faster
2to3
381 ms
318 ms: 1.20x faster
sqlalchemy_imperative
20.5 ms
17.1 ms: 1.20x faster
scimark_fft
500 ms
423 ms: 1.18x faster
sympy_integrate
26.5 ms
22.5 ms: 1.18x faster
pycparser
1.69 sec
1.44 sec: 1.17x faster
sqlglot_normalize
156 ms
133 ms: 1.17x faster
sympy_sum
184 ms
158 ms: 1.17x faster
pathlib
26.3 ms
22.6 ms: 1.17x faster
xml_etree_parse
212 ms
183 ms: 1.16x faster
bench_thread_pool
1.59 ms
1.39 ms: 1.14x faster
sqlglot_optimize
75.4 ms
66.0 ms: 1.14x faster
sympy_str
329 ms
288 ms: 1.14x faster
json_dumps
16.7 ms
14.8 ms: 1.13x faster
scimark_sparse_mat_mult
7.62 ms
6.79 ms: 1.12x faster
xml_etree_generate
123 ms
111 ms: 1.11x faster
unpickle_list
6.99 us
6.39 us: 1.09x faster
docutils
3.53 sec
3.27 sec: 1.08x faster
sympy_expand
543 ms
503 ms: 1.08x faster
dulwich_log
73.5 ms
68.4 ms: 1.07x faster
genshi_xml
69.8 ms
65.1 ms: 1.07x faster
xml_etree_iterparse
156 ms
147 ms: 1.06x faster
mdp
3.70 sec
3.55 sec: 1.04x faster
sqlite_synth
4.12 us
3.99 us: 1.03x faster
regex_dna
257 ms
250 ms: 1.03x faster
json
5.88 ms
6.22 ms: 1.06x slower
async_generators
452 ms
483 ms: 1.07x slower
nqueens
117 ms
126 ms: 1.07x slower
pprint_safe_repr
1.15 sec
1.31 sec: 1.14x slower
pprint_pformat
2.36 sec
2.70 sec: 1.14x slower
json_loads
30.9 us
35.8 us: 1.16x slower
pickle_dict
35.1 us
41.0 us: 1.17x slower
coverage
83.6 ms
98.1 ms: 1.17x slower
pickle_list
5.24 us
6.16 us: 1.18x slower
telco
8.49 ms
10.0 ms: 1.18x slower
pickle
12.5 us
16.3 us: 1.31x slower
python_startup_no_site
6.89 ms
9.00 ms: 1.31x slower
python_startup
11.2 ms
16.4 ms: 1.46x slower
create_gc_cycles
2.26 ms
3.54 ms: 1.57x slower
gc_traversal
4.15 ms
6.75 ms: 1.62x slower
bench_mp_pool
14.5 ms
2.46 sec: 169.25x slower
Geometric mean
(ref)
1.16x faster
Benchmark hidden because not significant (7): regex_effbot, fannkuch, regex_v8, meteor_contest, asyncio_websockets, pidigits, unpickle
Ignored benchmarks (7) of results/bm-20220323-3.10.4-9d38120/bm-20220323-arminc-aarch64-python-9d38120e335357a3b294-3.10.4-9d38120.json: aiohttp, chameleon, dask, flaskblogging, gunicorn, mypy2, tornado_http
Ignored benchmarks (12) of results/bm-20250208-3.14.0a4+-29f8a67-JIT/bm-20250208-arminc-aarch64-python-29f8a67ae00081a36fdc-3.14.0a4+-29f8a67.json: async_tree_cpu_io_mixed_tg, async_tree_io_tg, async_tree_memoization_tg, async_tree_none_tg, bpe_tokeniser, connected_components, k_core, many_optionals, shortest_path, sphinx, subparsers, unpack_sequence
Geometric mean (including insignificant results): 1.273x faster
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.20x
95% likely to have a speedup of 1.19x
99% likely to have a speedup of 1.16x