fork: mdboom
ref: aa_test_2025
machine: darwin-arm64
commit hash: 4844db8
commit date: 2025-01-21
overall geometric mean: 1.359x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.20x faster
Memory change: 1.13x
Benchmarks with tag 'apps':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250121-darwin-arm64-mdboom-aa_test_2025-3.14.0a4+-4844db8
2to3
201 ms
197 ms: 1.02x faster
docutils
1.74 sec
1.52 sec: 1.14x faster
html5lib
43.5 ms
31.2 ms: 1.39x faster
sphinx
729 ms
582 ms: 1.25x faster
Geometric mean
(ref)
1.20x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250121-darwin-arm64-mdboom-aa_test_2025-3.14.0a4+-4844db8
async_tree_eager
392 ms
61.4 ms: 6.39x faster
async_tree_eager_memoization
483 ms
141 ms: 3.43x faster
async_tree_eager_io
1.01 sec
377 ms: 2.69x faster
async_tree_io
1.02 sec
379 ms: 2.68x faster
async_tree_none
391 ms
160 ms: 2.45x faster
async_tree_memoization
481 ms
201 ms: 2.40x faster
async_tree_eager_cpu_io_mixed
669 ms
358 ms: 1.87x faster
async_tree_cpu_io_mixed
668 ms
416 ms: 1.61x faster
coroutines
20.5 ms
16.0 ms: 1.28x faster
async_generators
233 ms
250 ms: 1.07x slower
Geometric mean
(ref)
2.09x faster
Benchmark hidden because not significant (1): asyncio_websockets
Benchmarks with tag 'math':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250121-darwin-arm64-mdboom-aa_test_2025-3.14.0a4+-4844db8
float
72.4 ms
48.6 ms: 1.49x faster
nbody
92.5 ms
68.6 ms: 1.35x faster
pidigits
280 ms
283 ms: 1.01x slower
Geometric mean
(ref)
1.26x faster
Benchmarks with tag 'regex':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250121-darwin-arm64-mdboom-aa_test_2025-3.14.0a4+-4844db8
regex_compile
95.6 ms
67.0 ms: 1.43x faster
regex_dna
175 ms
141 ms: 1.24x faster
regex_v8
19.1 ms
16.8 ms: 1.14x faster
regex_effbot
2.34 ms
2.27 ms: 1.03x faster
Geometric mean
(ref)
1.20x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250121-darwin-arm64-mdboom-aa_test_2025-3.14.0a4+-4844db8
pickle_pure_python
285 us
197 us: 1.44x faster
tomli_loads
1.72 sec
1.20 sec: 1.43x faster
unpickle_pure_python
198 us
147 us: 1.35x faster
json_dumps
8.31 ms
7.49 ms: 1.11x faster
xml_etree_process
44.6 ms
41.1 ms: 1.09x faster
xml_etree_parse
109 ms
102 ms: 1.07x faster
xml_etree_iterparse
74.5 ms
71.1 ms: 1.05x faster
xml_etree_generate
53.9 ms
53.4 ms: 1.01x faster
json_loads
16.6 us
16.5 us: 1.00x faster
Geometric mean
(ref)
1.16x faster
Benchmarks with tag 'startup':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250121-darwin-arm64-mdboom-aa_test_2025-3.14.0a4+-4844db8
python_startup
19.6 ms
18.7 ms: 1.05x faster
python_startup_no_site
12.8 ms
13.9 ms: 1.08x slower
Geometric mean
(ref)
1.02x slower
Benchmarks with tag 'template':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250121-darwin-arm64-mdboom-aa_test_2025-3.14.0a4+-4844db8
mako
9.81 ms
7.19 ms: 1.36x faster
genshi_xml
35.1 ms
28.8 ms: 1.22x faster
genshi_text
17.7 ms
14.5 ms: 1.22x faster
django_template
24.4 ms
21.3 ms: 1.14x faster
Geometric mean
(ref)
1.23x faster
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20250121-darwin-arm64-mdboom-aa_test_2025-3.14.0a4+-4844db8
async_tree_eager
392 ms
61.4 ms: 6.39x faster
async_tree_eager_memoization
483 ms
141 ms: 3.43x faster
typing_runtime_protocols
326 us
96.9 us: 3.36x faster
subparsers
39.8 ms
12.3 ms: 3.25x faster
async_tree_eager_io
1.01 sec
377 ms: 2.69x faster
async_tree_io
1.02 sec
379 ms: 2.68x faster
async_tree_none
391 ms
160 ms: 2.45x faster
async_tree_memoization
481 ms
201 ms: 2.40x faster
deepcopy_memo
34.7 us
18.0 us: 1.93x faster
async_tree_eager_cpu_io_mixed
669 ms
358 ms: 1.87x faster
deepcopy
276 us
148 us: 1.86x faster
go
163 ms
87.8 ms: 1.86x faster
deltablue
4.99 ms
2.70 ms: 1.85x faster
chaos
67.7 ms
39.4 ms: 1.72x faster
scimark_sor
140 ms
85.6 ms: 1.63x faster
async_tree_cpu_io_mixed
668 ms
416 ms: 1.61x faster
raytrace
327 ms
204 ms: 1.60x faster
richards_super
61.0 ms
38.0 ms: 1.60x faster
sqlglot_parse
1.35 ms
845 us: 1.60x faster
spectral_norm
95.3 ms
60.7 ms: 1.57x faster
sqlglot_transpile
1.56 ms
1.01 ms: 1.54x faster
richards
52.3 ms
34.2 ms: 1.53x faster
logging_silent
117 ns
77.7 ns: 1.51x faster
pyflate
448 ms
300 ms: 1.49x faster
float
72.4 ms
48.6 ms: 1.49x faster
deepcopy_reduce
2.32 us
1.57 us: 1.48x faster
hexiom
6.25 ms
4.25 ms: 1.47x faster
scimark_monte_carlo
72.4 ms
49.8 ms: 1.45x faster
pickle_pure_python
285 us
197 us: 1.44x faster
tomli_loads
1.72 sec
1.20 sec: 1.43x faster
pprint_pformat
1.33 sec
929 ms: 1.43x faster
regex_compile
95.6 ms
67.0 ms: 1.43x faster
pylint
231 ms
163 ms: 1.42x faster
scimark_lu
103 ms
72.5 ms: 1.41x faster
generators
31.7 ms
22.5 ms: 1.41x faster
pprint_safe_repr
648 ms
464 ms: 1.40x faster
html5lib
43.5 ms
31.2 ms: 1.39x faster
logging_format
5.03 us
3.61 us: 1.39x faster
crypto_pyaes
73.3 ms
53.1 ms: 1.38x faster
logging_simple
4.59 us
3.35 us: 1.37x faster
mako
9.81 ms
7.19 ms: 1.36x faster
pycparser
887 ms
653 ms: 1.36x faster
unpickle_pure_python
198 us
147 us: 1.35x faster
nbody
92.5 ms
68.6 ms: 1.35x faster
comprehensions
17.3 us
12.9 us: 1.35x faster
sqlalchemy_imperative
9.07 ms
6.74 ms: 1.34x faster
k_core
2.01 sec
1.51 sec: 1.33x faster
scimark_fft
225 ms
173 ms: 1.30x faster
dulwich_log
35.6 ms
27.5 ms: 1.29x faster
coroutines
20.5 ms
16.0 ms: 1.28x faster
scimark_sparse_mat_mult
3.42 ms
2.69 ms: 1.27x faster
sphinx
729 ms
582 ms: 1.25x faster
sympy_sum
92.7 ms
74.3 ms: 1.25x faster
sqlalchemy_declarative
75.7 ms
60.8 ms: 1.25x faster
regex_dna
175 ms
141 ms: 1.24x faster
thrift
562 us
457 us: 1.23x faster
fannkuch
303 ms
247 ms: 1.23x faster
genshi_xml
35.1 ms
28.8 ms: 1.22x faster
genshi_text
17.7 ms
14.5 ms: 1.22x faster
sympy_str
166 ms
139 ms: 1.19x faster
sympy_integrate
13.2 ms
11.1 ms: 1.18x faster
bpe_tokeniser
3.44 sec
2.95 sec: 1.16x faster
sympy_expand
269 ms
235 ms: 1.14x faster
docutils
1.74 sec
1.52 sec: 1.14x faster
django_template
24.4 ms
21.3 ms: 1.14x faster
regex_v8
19.1 ms
16.8 ms: 1.14x faster
sqlglot_optimize
37.2 ms
33.1 ms: 1.12x faster
bench_thread_pool
545 us
486 us: 1.12x faster
pathlib
25.7 ms
23.1 ms: 1.12x faster
json_dumps
8.31 ms
7.49 ms: 1.11x faster
nqueens
63.8 ms
57.7 ms: 1.11x faster
many_optionals
486 us
444 us: 1.09x faster
xml_etree_process
44.6 ms
41.1 ms: 1.09x faster
meteor_contest
77.8 ms
71.7 ms: 1.08x faster
mdp
1.65 sec
1.52 sec: 1.08x faster
json
3.10 ms
2.87 ms: 1.08x faster
connected_components
318 ms
296 ms: 1.08x faster
xml_etree_parse
109 ms
102 ms: 1.07x faster
sqlglot_normalize
192 ms
180 ms: 1.07x faster
python_startup
19.6 ms
18.7 ms: 1.05x faster
xml_etree_iterparse
74.5 ms
71.1 ms: 1.05x faster
regex_effbot
2.34 ms
2.27 ms: 1.03x faster
2to3
201 ms
197 ms: 1.02x faster
dask
789 ms
771 ms: 1.02x faster
shortest_path
328 ms
324 ms: 1.01x faster
xml_etree_generate
53.9 ms
53.4 ms: 1.01x faster
json_loads
16.6 us
16.5 us: 1.00x faster
pidigits
280 ms
283 ms: 1.01x slower
sqlite_synth
1.48 us
1.55 us: 1.04x slower
async_generators
233 ms
250 ms: 1.07x slower
bench_mp_pool
56.0 ms
60.2 ms: 1.07x slower
python_startup_no_site
12.8 ms
13.9 ms: 1.08x slower
create_gc_cycles
1.16 ms
1.28 ms: 1.10x slower
coverage
41.2 ms
46.0 ms: 1.12x slower
gc_traversal
2.71 ms
3.10 ms: 1.15x slower
telco
3.49 ms
4.52 ms: 1.30x slower
Geometric mean
(ref)
1.35x faster
Benchmark hidden because not significant (1): asyncio_websockets
Ignored benchmarks (4) of results/bm-20220323-3.10.4-9d38120/bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120.json: chameleon, djangocms, gevent_hub, tornado_http
Ignored benchmarks (8) of results/bm-20250121-3.14.0a4+-4844db8/bm-20250121-darwin-arm64-mdboom-aa_test_2025-3.14.0a4+-4844db8.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): 1.359x faster
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.23x
95% likely to have a speedup of 1.22x
99% likely to have a speedup of 1.20x