fork: python
ref: v3.13.0b2
machine: darwin-arm64
commit hash: 3a83b17
commit date: 2024-06-05
overall geometric mean: 1.23x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.17x faster
Memory change: 1.44x
Benchmarks with tag 'apps':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240605-darwin-arm64-python-v3.13.0b2-3.13.0b2-3a83b17
2to3
192 ms
173 ms: 1.11x faster
chameleon
6.26 ms
4.41 ms: 1.42x faster
docutils
1.73 sec
1.51 sec: 1.14x faster
html5lib
42.4 ms
31.1 ms: 1.36x faster
tornado_http
86.7 ms
68.1 ms: 1.27x faster
Geometric mean
(ref)
1.26x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240605-darwin-arm64-python-v3.13.0b2-3.13.0b2-3a83b17
async_tree_none
388 ms
212 ms: 1.83x faster
async_tree_memoization
474 ms
263 ms: 1.80x faster
async_tree_io
980 ms
571 ms: 1.71x faster
async_tree_cpu_io_mixed
649 ms
472 ms: 1.38x faster
Geometric mean
(ref)
1.67x faster
Benchmarks with tag 'math':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240605-darwin-arm64-python-v3.13.0b2-3.13.0b2-3a83b17
nbody
93.0 ms
63.5 ms: 1.47x faster
float
69.0 ms
47.4 ms: 1.46x faster
Geometric mean
(ref)
1.29x 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-20240605-darwin-arm64-python-v3.13.0b2-3.13.0b2-3a83b17
regex_compile
95.3 ms
71.9 ms: 1.33x faster
regex_dna
174 ms
149 ms: 1.17x faster
regex_v8
17.1 ms
17.3 ms: 1.01x slower
regex_effbot
2.46 ms
2.58 ms: 1.05x slower
Geometric mean
(ref)
1.10x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240605-darwin-arm64-python-v3.13.0b2-3.13.0b2-3a83b17
pickle_pure_python
281 us
173 us: 1.62x faster
unpickle_pure_python
194 us
132 us: 1.47x faster
tomli_loads
1.71 sec
1.24 sec: 1.37x faster
json_dumps
8.11 ms
6.17 ms: 1.31x faster
xml_etree_process
46.5 ms
35.8 ms: 1.30x faster
xml_etree_generate
53.5 ms
51.6 ms: 1.04x faster
xml_etree_parse
108 ms
105 ms: 1.03x faster
xml_etree_iterparse
72.1 ms
70.5 ms: 1.02x faster
json_loads
16.4 us
16.9 us: 1.03x slower
unpickle
8.80 us
9.19 us: 1.04x slower
unpickle_list
2.69 us
2.88 us: 1.07x slower
pickle_dict
17.0 us
18.2 us: 1.07x slower
pickle
6.97 us
7.52 us: 1.08x slower
pickle_list
2.74 us
2.99 us: 1.09x slower
Geometric mean
(ref)
1.11x faster
Benchmarks with tag 'startup':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240605-darwin-arm64-python-v3.13.0b2-3.13.0b2-3a83b17
python_startup
10.9 ms
16.4 ms: 1.50x slower
python_startup_no_site
7.91 ms
13.4 ms: 1.70x slower
Geometric mean
(ref)
1.60x slower
Benchmarks with tag 'template':
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240605-darwin-arm64-python-v3.13.0b2-3.13.0b2-3a83b17
mako
9.87 ms
6.40 ms: 1.54x faster
django_template
26.4 ms
21.3 ms: 1.24x faster
genshi_text
17.3 ms
16.4 ms: 1.06x faster
genshi_xml
33.8 ms
39.3 ms: 1.16x slower
Geometric mean
(ref)
1.15x faster
Benchmark
bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120
bm-20240605-darwin-arm64-python-v3.13.0b2-3.13.0b2-3a83b17
typing_runtime_protocols
323 us
93.5 us: 3.46x faster
deltablue
4.91 ms
2.47 ms: 1.99x faster
logging_silent
117 ns
63.1 ns: 1.86x faster
raytrace
301 ms
163 ms: 1.85x faster
async_tree_none
388 ms
212 ms: 1.83x faster
async_tree_memoization
474 ms
263 ms: 1.80x faster
async_tree_io
980 ms
571 ms: 1.71x faster
chaos
65.8 ms
38.9 ms: 1.69x faster
richards_super
57.8 ms
35.7 ms: 1.62x faster
pickle_pure_python
281 us
173 us: 1.62x faster
deepcopy_memo
34.7 us
21.5 us: 1.62x faster
asyncio_tcp
659 ms
417 ms: 1.58x faster
mako
9.87 ms
6.40 ms: 1.54x faster
richards
48.7 ms
31.7 ms: 1.53x faster
pylint
277 ms
183 ms: 1.51x faster
sqlglot_parse
1.24 ms
826 us: 1.51x faster
scimark_monte_carlo
65.6 ms
44.0 ms: 1.49x faster
mypy2
607 ms
408 ms: 1.49x faster
go
151 ms
102 ms: 1.48x faster
unpickle_pure_python
194 us
132 us: 1.47x faster
logging_simple
4.45 us
3.02 us: 1.47x faster
nbody
93.0 ms
63.5 ms: 1.47x faster
float
69.0 ms
47.4 ms: 1.46x faster
logging_format
4.83 us
3.33 us: 1.45x faster
sqlglot_transpile
1.44 ms
1.00 ms: 1.44x faster
hexiom
6.19 ms
4.36 ms: 1.42x faster
chameleon
6.26 ms
4.41 ms: 1.42x faster
spectral_norm
94.8 ms
67.5 ms: 1.40x faster
crypto_pyaes
71.8 ms
51.8 ms: 1.39x faster
comprehensions
16.9 us
12.2 us: 1.38x faster
pprint_safe_repr
641 ms
464 ms: 1.38x faster
async_tree_cpu_io_mixed
649 ms
472 ms: 1.38x faster
tomli_loads
1.71 sec
1.24 sec: 1.37x faster
generators
32.3 ms
23.6 ms: 1.37x faster
pprint_pformat
1.30 sec
958 ms: 1.36x faster
html5lib
42.4 ms
31.1 ms: 1.36x faster
pyflate
427 ms
315 ms: 1.35x faster
regex_compile
95.3 ms
71.9 ms: 1.33x faster
json_dumps
8.11 ms
6.17 ms: 1.31x faster
scimark_lu
103 ms
78.6 ms: 1.31x faster
deepcopy
272 us
208 us: 1.31x faster
thrift
572 us
438 us: 1.31x faster
pycparser
877 ms
672 ms: 1.30x faster
fannkuch
303 ms
233 ms: 1.30x faster
xml_etree_process
46.5 ms
35.8 ms: 1.30x faster
coroutines
20.7 ms
16.0 ms: 1.29x faster
deepcopy_reduce
2.33 us
1.82 us: 1.28x faster
scimark_sor
128 ms
100 ms: 1.28x faster
tornado_http
86.7 ms
68.1 ms: 1.27x faster
sympy_sum
92.2 ms
72.4 ms: 1.27x faster
asyncio_tcp_ssl
1.60 sec
1.30 sec: 1.24x faster
django_template
26.4 ms
21.3 ms: 1.24x faster
dulwich_log
35.3 ms
28.8 ms: 1.23x faster
scimark_fft
224 ms
185 ms: 1.21x faster
sympy_str
165 ms
137 ms: 1.21x faster
sympy_integrate
13.1 ms
10.9 ms: 1.21x faster
scimark_sparse_mat_mult
3.42 ms
2.92 ms: 1.17x faster
regex_dna
174 ms
149 ms: 1.17x faster
docutils
1.73 sec
1.51 sec: 1.14x faster
mdp
1.63 sec
1.43 sec: 1.14x faster
sympy_expand
269 ms
236 ms: 1.14x faster
gunicorn
1.30 ms
1.15 ms: 1.13x faster
dask
253 ms
223 ms: 1.13x faster
sqlglot_optimize
36.8 ms
32.6 ms: 1.13x faster
nqueens
63.8 ms
56.8 ms: 1.12x faster
aiohttp
1.22 ms
1.10 ms: 1.11x faster
2to3
192 ms
173 ms: 1.11x faster
bench_thread_pool
527 us
481 us: 1.10x faster
meteor_contest
77.7 ms
71.4 ms: 1.09x faster
genshi_text
17.3 ms
16.4 ms: 1.06x faster
json
3.08 ms
2.93 ms: 1.05x faster
pathlib
24.5 ms
23.4 ms: 1.05x faster
xml_etree_generate
53.5 ms
51.6 ms: 1.04x faster
xml_etree_parse
108 ms
105 ms: 1.03x faster
xml_etree_iterparse
72.1 ms
70.5 ms: 1.02x faster
regex_v8
17.1 ms
17.3 ms: 1.01x slower
json_loads
16.4 us
16.9 us: 1.03x slower
gc_traversal
2.36 ms
2.46 ms: 1.04x slower
unpickle
8.80 us
9.19 us: 1.04x slower
regex_effbot
2.46 ms
2.58 ms: 1.05x slower
create_gc_cycles
860 us
903 us: 1.05x slower
unpickle_list
2.69 us
2.88 us: 1.07x slower
pickle_dict
17.0 us
18.2 us: 1.07x slower
sqlite_synth
1.46 us
1.57 us: 1.07x slower
pickle
6.97 us
7.52 us: 1.08x slower
coverage
41.5 ms
44.9 ms: 1.08x slower
pickle_list
2.74 us
2.99 us: 1.09x slower
genshi_xml
33.8 ms
39.3 ms: 1.16x slower
async_generators
231 ms
296 ms: 1.28x slower
telco
3.49 ms
4.64 ms: 1.33x slower
flaskblogging
2.65 ms
3.61 ms: 1.36x slower
bench_mp_pool
37.4 ms
51.4 ms: 1.37x slower
python_startup
10.9 ms
16.4 ms: 1.50x slower
python_startup_no_site
7.91 ms
13.4 ms: 1.70x slower
Geometric mean
(ref)
1.23x faster
Benchmark hidden because not significant (2): asyncio_websockets, pidigits
Ignored benchmarks (4) of results/bm-20220323-3.10.4-9d38120/bm-20220323-darwin-arm64-python-v3.10.4-3.10.4-9d38120.json: sqlalchemy_declarative, sqlalchemy_imperative, sqlglot_normalize, unpack_sequence
Ignored benchmarks (13) of results/bm-20240605-3.13.0b2-3a83b17-JIT/bm-20240605-darwin-arm64-python-v3.13.0b2-3.13.0b2-3a83b17.json: async_tree_cpu_io_mixed_tg, 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, async_tree_io_tg, async_tree_memoization_tg, async_tree_none_tg, bpe_tokeniser
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.21x
95% likely to have a speedup of 1.20x
99% likely to have a speedup of 1.17x