fork: nascheme
ref: 1b4e8c39e99ce39b39c7
machine: darwin-arm64
commit hash: 1b4e8c3
commit date: 2025-01-22
overall geometric mean: 1.295x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.13x faster
Memory change: 1.28x
Benchmarks with tag 'apps':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250122-darwin-arm64-nascheme-1b4e8c39e99ce39b39c7-3.14.0a4+-1b4e8c3
2to3
201 ms
183 ms: 1.10x faster
docutils
1.74 sec
1.40 sec: 1.24x faster
html5lib
43.5 ms
31.0 ms: 1.40x faster
sphinx
729 ms
597 ms: 1.22x faster
Geometric mean
(ref)
1.24x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250122-darwin-arm64-nascheme-1b4e8c39e99ce39b39c7-3.14.0a4+-1b4e8c3
async_tree_eager
392 ms
82.1 ms: 4.77x faster
async_tree_eager_io
1.01 sec
316 ms: 3.21x faster
async_tree_eager_memoization
483 ms
152 ms: 3.17x faster
async_tree_io
1.02 sec
331 ms: 3.07x faster
async_tree_none
391 ms
159 ms: 2.46x faster
async_tree_memoization
481 ms
197 ms: 2.45x faster
async_tree_eager_cpu_io_mixed
669 ms
369 ms: 1.81x faster
async_tree_cpu_io_mixed
668 ms
405 ms: 1.65x faster
coroutines
20.5 ms
16.8 ms: 1.22x faster
asyncio_websockets
242 ms
237 ms: 1.02x faster
async_generators
233 ms
259 ms: 1.11x slower
Geometric mean
(ref)
2.07x faster
Benchmarks with tag 'math':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250122-darwin-arm64-nascheme-1b4e8c39e99ce39b39c7-3.14.0a4+-1b4e8c3
float
72.4 ms
47.1 ms: 1.54x faster
nbody
92.5 ms
87.1 ms: 1.06x faster
Geometric mean
(ref)
1.18x faster
Benchmark hidden because not significant (1): pidigits
Benchmarks with tag 'regex':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250122-darwin-arm64-nascheme-1b4e8c39e99ce39b39c7-3.14.0a4+-1b4e8c3
regex_compile
95.6 ms
75.0 ms: 1.27x faster
regex_dna
175 ms
137 ms: 1.27x faster
regex_v8
19.1 ms
15.4 ms: 1.24x faster
regex_effbot
2.34 ms
2.08 ms: 1.12x faster
Geometric mean
(ref)
1.23x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250122-darwin-arm64-nascheme-1b4e8c39e99ce39b39c7-3.14.0a4+-1b4e8c3
unpickle_pure_python
198 us
153 us: 1.29x faster
pickle_pure_python
285 us
222 us: 1.28x faster
tomli_loads
1.72 sec
1.36 sec: 1.26x faster
json_dumps
8.31 ms
7.65 ms: 1.09x faster
json_loads
16.6 us
17.7 us: 1.07x slower
Geometric mean
(ref)
1.16x faster
Benchmarks with tag 'startup':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250122-darwin-arm64-nascheme-1b4e8c39e99ce39b39c7-3.14.0a4+-1b4e8c3
python_startup
19.6 ms
20.7 ms: 1.05x slower
python_startup_no_site
12.8 ms
16.1 ms: 1.26x slower
Geometric mean
(ref)
1.15x slower
Benchmarks with tag 'template':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250122-darwin-arm64-nascheme-1b4e8c39e99ce39b39c7-3.14.0a4+-1b4e8c3
genshi_text
17.7 ms
15.9 ms: 1.12x faster
genshi_xml
35.1 ms
32.3 ms: 1.09x faster
django_template
24.4 ms
24.0 ms: 1.02x faster
mako
9.81 ms
9.96 ms: 1.01x slower
Geometric mean
(ref)
1.05x faster
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250122-darwin-arm64-nascheme-1b4e8c39e99ce39b39c7-3.14.0a4+-1b4e8c3
async_tree_eager
392 ms
82.1 ms: 4.77x faster
async_tree_eager_io
1.01 sec
316 ms: 3.21x faster
async_tree_eager_memoization
483 ms
152 ms: 3.17x faster
subparsers
39.8 ms
12.8 ms: 3.12x faster
async_tree_io
1.02 sec
331 ms: 3.07x faster
typing_runtime_protocols
326 us
113 us: 2.87x faster
async_tree_none
391 ms
159 ms: 2.46x faster
async_tree_memoization
481 ms
197 ms: 2.45x faster
async_tree_eager_cpu_io_mixed
669 ms
369 ms: 1.81x faster
go
163 ms
91.2 ms: 1.79x faster
deltablue
4.99 ms
2.86 ms: 1.74x faster
async_tree_cpu_io_mixed
668 ms
405 ms: 1.65x faster
deepcopy_memo
34.7 us
21.5 us: 1.61x faster
deepcopy
276 us
172 us: 1.60x faster
chaos
67.7 ms
43.1 ms: 1.57x faster
scimark_sor
140 ms
90.2 ms: 1.55x faster
raytrace
327 ms
211 ms: 1.55x faster
float
72.4 ms
47.1 ms: 1.54x faster
sqlglot_parse
1.35 ms
881 us: 1.53x faster
richards_super
61.0 ms
40.3 ms: 1.51x faster
logging_silent
117 ns
79.3 ns: 1.48x faster
richards
52.3 ms
35.6 ms: 1.47x faster
sqlglot_transpile
1.56 ms
1.07 ms: 1.46x faster
pyflate
448 ms
307 ms: 1.46x faster
scimark_monte_carlo
72.4 ms
49.9 ms: 1.45x faster
html5lib
43.5 ms
31.0 ms: 1.40x faster
pycparser
887 ms
633 ms: 1.40x faster
pylint
231 ms
168 ms: 1.38x faster
generators
31.7 ms
24.0 ms: 1.32x faster
spectral_norm
95.3 ms
72.6 ms: 1.31x faster
comprehensions
17.3 us
13.3 us: 1.31x faster
deepcopy_reduce
2.32 us
1.78 us: 1.30x faster
hexiom
6.25 ms
4.80 ms: 1.30x faster
unpickle_pure_python
198 us
153 us: 1.29x faster
pickle_pure_python
285 us
222 us: 1.28x faster
regex_compile
95.6 ms
75.0 ms: 1.27x faster
regex_dna
175 ms
137 ms: 1.27x faster
tomli_loads
1.72 sec
1.36 sec: 1.26x faster
logging_simple
4.59 us
3.66 us: 1.25x faster
crypto_pyaes
73.3 ms
58.7 ms: 1.25x faster
sqlalchemy_imperative
9.07 ms
7.26 ms: 1.25x faster
k_core
2.01 sec
1.62 sec: 1.25x faster
docutils
1.74 sec
1.40 sec: 1.24x faster
regex_v8
19.1 ms
15.4 ms: 1.24x faster
logging_format
5.03 us
4.07 us: 1.24x faster
sphinx
729 ms
597 ms: 1.22x faster
coroutines
20.5 ms
16.8 ms: 1.22x faster
dulwich_log
35.6 ms
29.2 ms: 1.22x faster
pprint_pformat
1.33 sec
1.10 sec: 1.21x faster
pprint_safe_repr
648 ms
541 ms: 1.20x faster
scimark_lu
103 ms
88.2 ms: 1.16x faster
sympy_sum
92.7 ms
79.8 ms: 1.16x faster
bpe_tokeniser
3.44 sec
3.01 sec: 1.14x faster
thrift
562 us
496 us: 1.13x faster
sqlalchemy_declarative
75.7 ms
66.9 ms: 1.13x faster
pathlib
25.7 ms
22.8 ms: 1.13x faster
regex_effbot
2.34 ms
2.08 ms: 1.12x faster
sqlite_synth
1.48 us
1.32 us: 1.12x faster
genshi_text
17.7 ms
15.9 ms: 1.12x faster
2to3
201 ms
183 ms: 1.10x faster
create_gc_cycles
1.16 ms
1.06 ms: 1.10x faster
genshi_xml
35.1 ms
32.3 ms: 1.09x faster
json_dumps
8.31 ms
7.65 ms: 1.09x faster
sqlglot_optimize
37.2 ms
34.4 ms: 1.08x faster
sympy_integrate
13.2 ms
12.2 ms: 1.07x faster
scimark_fft
225 ms
210 ms: 1.07x faster
fannkuch
303 ms
283 ms: 1.07x faster
many_optionals
486 us
456 us: 1.07x faster
sympy_str
166 ms
156 ms: 1.06x faster
nbody
92.5 ms
87.1 ms: 1.06x faster
nqueens
63.8 ms
60.2 ms: 1.06x faster
mdp
1.65 sec
1.57 sec: 1.05x faster
json
3.10 ms
2.97 ms: 1.04x faster
sqlglot_normalize
192 ms
188 ms: 1.03x faster
asyncio_websockets
242 ms
237 ms: 1.02x faster
sympy_expand
269 ms
264 ms: 1.02x faster
django_template
24.4 ms
24.0 ms: 1.02x faster
mako
9.81 ms
9.96 ms: 1.01x slower
meteor_contest
77.8 ms
79.0 ms: 1.02x slower
connected_components
318 ms
326 ms: 1.02x slower
scimark_sparse_mat_mult
3.42 ms
3.56 ms: 1.04x slower
python_startup
19.6 ms
20.7 ms: 1.05x slower
shortest_path
328 ms
349 ms: 1.06x slower
json_loads
16.6 us
17.7 us: 1.07x slower
async_generators
233 ms
259 ms: 1.11x slower
bench_mp_pool
56.0 ms
66.3 ms: 1.18x slower
python_startup_no_site
12.8 ms
16.1 ms: 1.26x slower
coverage
41.2 ms
54.2 ms: 1.32x slower
gc_traversal
2.71 ms
3.74 ms: 1.38x slower
telco
3.49 ms
4.94 ms: 1.42x slower
bench_thread_pool
545 us
788 us: 1.45x slower
Geometric mean
(ref)
1.28x faster
Benchmark hidden because not significant (1): pidigits
Ignored benchmarks (9) of results/bm-20220323-3.10.4-9d38120/bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120.json: chameleon, dask, djangocms, gevent_hub, tornado_http, xml_etree_generate, xml_etree_iterparse, xml_etree_parse, xml_etree_process
Ignored benchmarks (8) of results/bm-20250122-3.14.0a4+-1b4e8c3-NOGIL/bm-20250122-darwin-arm64-nascheme-1b4e8c39e99ce39b39c7-3.14.0a4+-1b4e8c3.json: async_tree_cpu_io_mixed_tg, async_tree_eager_cpu_io_mixed_tg, async_tree_eager_io_tg, async_tree_eager_memoization_tg, async_tree_eager_tg, async_tree_io_tg, async_tree_memoization_tg, async_tree_none_tg
Geometric mean (including insignificant results): 1.295x faster
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.18x
95% likely to have a speedup of 1.16x
99% likely to have a speedup of 1.13x