fork: python
ref: 6e06e01881dcffbeef5b
machine: darwin-arm64
commit hash: 6e06e01
commit date: 2024-09-12
overall geometric mean: 1.08x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.05x faster
Memory change: 0.64x
Benchmarks with tag 'apps':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20240912-darwin-arm64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
2to3
169 ms
160 ms: 1.06x faster
docutils
1.50 sec
1.43 sec: 1.05x faster
tornado_http
69.3 ms
85.1 ms: 1.23x slower
Geometric mean
(ref)
1.03x slower
Benchmarks with tag 'asyncio':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20240912-darwin-arm64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
async_tree_none_tg
258 ms
187 ms: 1.38x faster
async_tree_none
266 ms
199 ms: 1.34x faster
async_tree_memoization
312 ms
246 ms: 1.27x faster
async_tree_memoization_tg
323 ms
257 ms: 1.26x faster
async_tree_io_tg
669 ms
545 ms: 1.23x faster
async_tree_io
668 ms
579 ms: 1.15x faster
async_tree_cpu_io_mixed_tg
532 ms
462 ms: 1.15x faster
async_tree_cpu_io_mixed
526 ms
465 ms: 1.13x faster
Geometric mean
(ref)
1.24x faster
Benchmarks with tag 'math':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20240912-darwin-arm64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
float
55.8 ms
49.3 ms: 1.13x faster
nbody
68.8 ms
60.9 ms: 1.13x faster
Geometric mean
(ref)
1.09x faster
Benchmark hidden because not significant (1): pidigits
Benchmarks with tag 'regex':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20240912-darwin-arm64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
regex_compile
77.9 ms
66.9 ms: 1.16x faster
regex_effbot
2.64 ms
2.46 ms: 1.07x faster
regex_dna
154 ms
145 ms: 1.07x faster
regex_v8
16.0 ms
16.5 ms: 1.04x slower
Geometric mean
(ref)
1.06x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20240912-darwin-arm64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
pickle_pure_python
200 us
182 us: 1.10x faster
unpickle_pure_python
151 us
141 us: 1.07x faster
xml_etree_process
39.7 ms
37.3 ms: 1.06x faster
xml_etree_generate
55.8 ms
53.2 ms: 1.05x faster
unpickle_list
3.02 us
2.94 us: 1.03x faster
json_loads
17.2 us
17.1 us: 1.01x faster
unpickle
9.12 us
9.21 us: 1.01x slower
pickle_dict
18.1 us
18.3 us: 1.01x slower
pickle_list
2.89 us
2.95 us: 1.02x slower
json_dumps
6.22 ms
6.39 ms: 1.03x slower
pickle
7.23 us
7.48 us: 1.03x slower
xml_etree_parse
106 ms
111 ms: 1.04x slower
tomli_loads
1.39 sec
1.48 sec: 1.06x slower
Geometric mean
(ref)
1.01x faster
Benchmark hidden because not significant (1): xml_etree_iterparse
Benchmarks with tag 'startup':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20240912-darwin-arm64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
python_startup_no_site
9.37 ms
12.4 ms: 1.32x slower
python_startup
11.4 ms
15.1 ms: 1.33x slower
Geometric mean
(ref)
1.32x slower
Benchmarks with tag 'template':
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20240912-darwin-arm64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
django_template
22.3 ms
19.7 ms: 1.13x faster
mako
7.71 ms
6.89 ms: 1.12x faster
Geometric mean
(ref)
1.13x faster
Benchmark
bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0
bm-20240912-darwin-arm64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
deepcopy_memo
27.7 us
16.5 us: 1.67x faster
deepcopy
235 us
144 us: 1.63x faster
generators
31.1 ms
20.4 ms: 1.52x faster
comprehensions
14.5 us
9.99 us: 1.46x faster
raytrace
212 ms
150 ms: 1.41x faster
async_tree_none_tg
258 ms
187 ms: 1.38x faster
deepcopy_reduce
2.07 us
1.51 us: 1.37x faster
async_tree_none
266 ms
199 ms: 1.34x faster
go
102 ms
79.0 ms: 1.29x faster
async_tree_memoization
312 ms
246 ms: 1.27x faster
deltablue
2.71 ms
2.14 ms: 1.27x faster
logging_silent
76.4 ns
60.8 ns: 1.26x faster
async_tree_memoization_tg
323 ms
257 ms: 1.26x faster
async_tree_io_tg
669 ms
545 ms: 1.23x faster
logging_simple
3.69 us
3.06 us: 1.20x faster
chaos
42.5 ms
35.8 ms: 1.19x faster
logging_format
3.98 us
3.36 us: 1.19x faster
unpack_sequence
31.5 ns
26.7 ns: 1.18x faster
regex_compile
77.9 ms
66.9 ms: 1.16x faster
nqueens
62.4 ms
53.6 ms: 1.16x faster
async_tree_io
668 ms
579 ms: 1.15x faster
async_tree_cpu_io_mixed_tg
532 ms
462 ms: 1.15x faster
sqlglot_parse
848 us
744 us: 1.14x faster
coroutines
19.2 ms
16.9 ms: 1.14x faster
sympy_sum
77.6 ms
68.5 ms: 1.13x faster
django_template
22.3 ms
19.7 ms: 1.13x faster
async_tree_cpu_io_mixed
526 ms
465 ms: 1.13x faster
float
55.8 ms
49.3 ms: 1.13x faster
nbody
68.8 ms
60.9 ms: 1.13x faster
sqlglot_transpile
1.02 ms
905 us: 1.13x faster
sympy_str
148 ms
131 ms: 1.12x faster
scimark_lu
76.0 ms
67.6 ms: 1.12x faster
spectral_norm
76.4 ms
68.0 ms: 1.12x faster
scimark_sparse_mat_mult
3.14 ms
2.79 ms: 1.12x faster
bench_thread_pool
504 us
450 us: 1.12x faster
mako
7.71 ms
6.89 ms: 1.12x faster
sqlglot_normalize
186 ms
167 ms: 1.11x faster
mdp
1.58 sec
1.42 sec: 1.11x faster
hexiom
4.54 ms
4.10 ms: 1.11x faster
sympy_integrate
11.4 ms
10.3 ms: 1.11x faster
pprint_safe_repr
497 ms
452 ms: 1.10x faster
dulwich_log
29.8 ms
27.2 ms: 1.10x faster
pickle_pure_python
200 us
182 us: 1.10x faster
pprint_pformat
1.01 sec
924 ms: 1.09x faster
sqlglot_optimize
34.0 ms
31.3 ms: 1.09x faster
async_generators
304 ms
280 ms: 1.08x faster
regex_effbot
2.64 ms
2.46 ms: 1.07x faster
sympy_expand
241 ms
226 ms: 1.07x faster
regex_dna
154 ms
145 ms: 1.07x faster
unpickle_pure_python
151 us
141 us: 1.07x faster
xml_etree_process
39.7 ms
37.3 ms: 1.06x faster
pycparser
677 ms
639 ms: 1.06x faster
pathlib
24.2 ms
22.9 ms: 1.06x faster
2to3
169 ms
160 ms: 1.06x faster
scimark_fft
195 ms
185 ms: 1.05x faster
xml_etree_generate
55.8 ms
53.2 ms: 1.05x faster
docutils
1.50 sec
1.43 sec: 1.05x faster
json
3.09 ms
2.95 ms: 1.05x faster
scimark_monte_carlo
45.0 ms
43.2 ms: 1.04x faster
crypto_pyaes
51.9 ms
50.5 ms: 1.03x faster
unpickle_list
3.02 us
2.94 us: 1.03x faster
richards
32.1 ms
31.5 ms: 1.02x faster
richards_super
36.0 ms
35.4 ms: 1.02x faster
typing_runtime_protocols
93.0 us
91.5 us: 1.02x faster
sqlite_synth
1.57 us
1.55 us: 1.01x faster
json_loads
17.2 us
17.1 us: 1.01x faster
asyncio_websockets
409 ms
409 ms: 1.00x faster
meteor_contest
71.7 ms
72.0 ms: 1.00x slower
unpickle
9.12 us
9.21 us: 1.01x slower
pickle_dict
18.1 us
18.3 us: 1.01x slower
pyflate
316 ms
322 ms: 1.02x slower
gc_traversal
2.40 ms
2.45 ms: 1.02x slower
pickle_list
2.89 us
2.95 us: 1.02x slower
json_dumps
6.22 ms
6.39 ms: 1.03x slower
asyncio_tcp_ssl
1.24 sec
1.28 sec: 1.03x slower
pickle
7.23 us
7.48 us: 1.03x slower
regex_v8
16.0 ms
16.5 ms: 1.04x slower
xml_etree_parse
106 ms
111 ms: 1.04x slower
fannkuch
248 ms
261 ms: 1.05x slower
scimark_sor
87.4 ms
93.0 ms: 1.06x slower
tomli_loads
1.39 sec
1.48 sec: 1.06x slower
bench_mp_pool
44.9 ms
48.1 ms: 1.07x slower
coverage
38.9 ms
44.6 ms: 1.15x slower
tornado_http
69.3 ms
85.1 ms: 1.23x slower
create_gc_cycles
701 us
897 us: 1.28x slower
telco
3.68 ms
4.82 ms: 1.31x slower
python_startup_no_site
9.37 ms
12.4 ms: 1.32x slower
python_startup
11.4 ms
15.1 ms: 1.33x slower
Geometric mean
(ref)
1.08x faster
Benchmark hidden because not significant (3): asyncio_tcp, pidigits, xml_etree_iterparse
Ignored benchmarks (7) of results/bm-20231002-3.12.0-0fb18b0/bm-20231002-darwin-arm64-python-v3.12.0-3.12.0-0fb18b0.json: aiohttp, chameleon, dask, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative
Ignored benchmarks (14) of results/bm-20240912-3.14.0a0-6e06e01/bm-20240912-darwin-arm64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01.json: async_tree_eager, async_tree_eager_cpu_io_mixed, async_tree_eager_cpu_io_mixed_tg, async_tree_eager_io, async_tree_eager_io_tg, async_tree_eager_memoization, async_tree_eager_memoization_tg, async_tree_eager_tg, bpe_tokeniser, genshi_text, genshi_xml, html5lib, pylint, thrift
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.06x
95% likely to have a speedup of 1.05x
99% likely to have a speedup of 1.05x