fork: python
ref: v3.13.0b2
machine: linux-aarch64
commit hash: 3a83b17
commit date: 2024-06-05
overall geometric mean: 1.05x faster
HPT reliability: 99.80%
HPT 99th percentile: 1.00x faster
Memory change: 1.04x
Benchmarks with tag 'apps':
Benchmark
bm-20221024-arminc-aarch64-python-deaf509e8fc6e0363bd6-3.11.0-deaf509
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
2to3
300 ms
305 ms: 1.02x slower
chameleon
8.29 ms
8.95 ms: 1.08x slower
docutils
2.92 sec
3.10 sec: 1.06x slower
tornado_http
140 ms
128 ms: 1.09x faster
Geometric mean
(ref)
1.02x slower
Benchmark hidden because not significant (1): html5lib
Benchmarks with tag 'asyncio':
Benchmark
bm-20221024-arminc-aarch64-python-deaf509e8fc6e0363bd6-3.11.0-deaf509
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
async_tree_none
701 ms
492 ms: 1.42x faster
async_tree_memoization_tg
828 ms
604 ms: 1.37x faster
async_tree_memoization
872 ms
645 ms: 1.35x faster
async_tree_io
1.61 sec
1.22 sec: 1.31x faster
async_tree_none_tg
620 ms
476 ms: 1.30x faster
async_tree_cpu_io_mixed_tg
922 ms
763 ms: 1.21x faster
async_tree_cpu_io_mixed
955 ms
791 ms: 1.21x faster
async_tree_io_tg
1.54 sec
1.27 sec: 1.21x faster
Geometric mean
(ref)
1.30x faster
Benchmarks with tag 'math':
Benchmark
bm-20221024-arminc-aarch64-python-deaf509e8fc6e0363bd6-3.11.0-deaf509
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
pidigits
242 ms
234 ms: 1.03x faster
nbody
113 ms
114 ms: 1.01x slower
float
89.6 ms
91.4 ms: 1.02x slower
Geometric mean
(ref)
1.00x slower
Benchmarks with tag 'regex':
Benchmark
bm-20221024-arminc-aarch64-python-deaf509e8fc6e0363bd6-3.11.0-deaf509
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
regex_compile
137 ms
128 ms: 1.07x faster
regex_v8
29.1 ms
31.1 ms: 1.07x slower
regex_dna
239 ms
259 ms: 1.08x slower
regex_effbot
4.25 ms
4.98 ms: 1.17x slower
Geometric mean
(ref)
1.06x slower
Benchmarks with tag 'serialize':
Benchmark
bm-20221024-arminc-aarch64-python-deaf509e8fc6e0363bd6-3.11.0-deaf509
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
json_dumps
15.4 ms
13.1 ms: 1.18x faster
unpickle_pure_python
278 us
251 us: 1.11x faster
xml_etree_parse
209 ms
191 ms: 1.09x faster
unpickle_list
6.86 us
6.52 us: 1.05x faster
pickle_pure_python
374 us
359 us: 1.04x faster
xml_etree_iterparse
152 ms
147 ms: 1.04x faster
tomli_loads
2.62 sec
2.57 sec: 1.02x faster
pickle
12.8 us
13.4 us: 1.05x slower
pickle_list
5.01 us
5.27 us: 1.05x slower
json_loads
30.3 us
32.1 us: 1.06x slower
xml_etree_process
76.1 ms
80.8 ms: 1.06x slower
xml_etree_generate
104 ms
114 ms: 1.09x slower
unpickle
16.9 us
19.8 us: 1.17x slower
Geometric mean
(ref)
1.00x faster
Benchmark hidden because not significant (1): pickle_dict
Benchmarks with tag 'startup':
Benchmark
bm-20221024-arminc-aarch64-python-deaf509e8fc6e0363bd6-3.11.0-deaf509
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
python_startup_no_site
7.35 ms
8.60 ms: 1.17x slower
python_startup
10.2 ms
13.0 ms: 1.27x slower
Geometric mean
(ref)
1.22x slower
Benchmarks with tag 'template':
Benchmark
bm-20221024-arminc-aarch64-python-deaf509e8fc6e0363bd6-3.11.0-deaf509
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
genshi_xml
62.2 ms
60.4 ms: 1.03x faster
genshi_text
28.2 ms
27.4 ms: 1.03x faster
mako
13.3 ms
13.2 ms: 1.01x faster
django_template
41.8 ms
42.3 ms: 1.01x slower
Geometric mean
(ref)
1.01x faster
Benchmark
bm-20221024-arminc-aarch64-python-deaf509e8fc6e0363bd6-3.11.0-deaf509
bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17
typing_runtime_protocols
653 us
193 us: 3.38x faster
generators
64.2 ms
37.1 ms: 1.73x faster
asyncio_tcp
920 ms
584 ms: 1.58x faster
asyncio_tcp_ssl
3.19 sec
2.21 sec: 1.44x faster
async_tree_none
701 ms
492 ms: 1.42x faster
comprehensions
29.0 us
20.5 us: 1.41x faster
async_tree_memoization_tg
828 ms
604 ms: 1.37x faster
async_tree_memoization
872 ms
645 ms: 1.35x faster
async_tree_io
1.61 sec
1.22 sec: 1.31x faster
async_tree_none_tg
620 ms
476 ms: 1.30x faster
deltablue
4.75 ms
3.88 ms: 1.22x faster
async_tree_cpu_io_mixed_tg
922 ms
763 ms: 1.21x faster
async_tree_cpu_io_mixed
955 ms
791 ms: 1.21x faster
async_tree_io_tg
1.54 sec
1.27 sec: 1.21x faster
raytrace
351 ms
297 ms: 1.18x faster
pylint
397 ms
337 ms: 1.18x faster
json_dumps
15.4 ms
13.1 ms: 1.18x faster
sympy_sum
168 ms
144 ms: 1.17x faster
sqlglot_transpile
2.00 ms
1.71 ms: 1.17x faster
sqlglot_parse
1.65 ms
1.42 ms: 1.16x faster
chaos
78.8 ms
68.3 ms: 1.15x faster
coroutines
33.3 ms
29.0 ms: 1.15x faster
richards_super
70.2 ms
62.3 ms: 1.13x faster
sympy_integrate
23.2 ms
20.9 ms: 1.11x faster
sympy_str
295 ms
265 ms: 1.11x faster
unpickle_pure_python
278 us
251 us: 1.11x faster
xml_etree_parse
209 ms
191 ms: 1.09x faster
tornado_http
140 ms
128 ms: 1.09x faster
pathlib
24.8 ms
22.8 ms: 1.09x faster
dulwich_log
63.2 ms
58.5 ms: 1.08x faster
bench_thread_pool
1.36 ms
1.26 ms: 1.08x faster
hexiom
7.57 ms
7.08 ms: 1.07x faster
regex_compile
137 ms
128 ms: 1.07x faster
bench_mp_pool
7.44 ms
7.03 ms: 1.06x faster
crypto_pyaes
86.5 ms
82.0 ms: 1.06x faster
sympy_expand
482 ms
457 ms: 1.05x faster
unpickle_list
6.86 us
6.52 us: 1.05x faster
logging_simple
7.57 us
7.21 us: 1.05x faster
logging_format
8.22 us
7.82 us: 1.05x faster
pickle_pure_python
374 us
359 us: 1.04x faster
richards
58.1 ms
55.9 ms: 1.04x faster
dask
385 ms
370 ms: 1.04x faster
nqueens
102 ms
98.9 ms: 1.04x faster
xml_etree_iterparse
152 ms
147 ms: 1.04x faster
pidigits
242 ms
234 ms: 1.03x faster
genshi_xml
62.2 ms
60.4 ms: 1.03x faster
genshi_text
28.2 ms
27.4 ms: 1.03x faster
pycparser
1.25 sec
1.22 sec: 1.02x faster
tomli_loads
2.62 sec
2.57 sec: 1.02x faster
meteor_contest
115 ms
113 ms: 1.02x faster
go
163 ms
161 ms: 1.01x faster
scimark_monte_carlo
83.2 ms
82.3 ms: 1.01x faster
mako
13.3 ms
13.2 ms: 1.01x faster
mdp
3.35 sec
3.33 sec: 1.01x faster
logging_silent
133 ns
133 ns: 1.01x slower
scimark_lu
140 ms
141 ms: 1.01x slower
nbody
113 ms
114 ms: 1.01x slower
django_template
41.8 ms
42.3 ms: 1.01x slower
2to3
300 ms
305 ms: 1.02x slower
float
89.6 ms
91.4 ms: 1.02x slower
json
5.52 ms
5.64 ms: 1.02x slower
deepcopy
435 us
448 us: 1.03x slower
pprint_safe_repr
903 ms
933 ms: 1.03x slower
deepcopy_memo
49.0 us
50.8 us: 1.04x slower
deepcopy_reduce
3.89 us
4.04 us: 1.04x slower
pprint_pformat
1.85 sec
1.93 sec: 1.04x slower
mypy2
737 ms
767 ms: 1.04x slower
aiohttp
1.13 ms
1.18 ms: 1.04x slower
scimark_sparse_mat_mult
6.29 ms
6.55 ms: 1.04x slower
pickle
12.8 us
13.4 us: 1.05x slower
pickle_list
5.01 us
5.27 us: 1.05x slower
thrift
910 us
962 us: 1.06x slower
json_loads
30.3 us
32.1 us: 1.06x slower
docutils
2.92 sec
3.10 sec: 1.06x slower
xml_etree_process
76.1 ms
80.8 ms: 1.06x slower
regex_v8
29.1 ms
31.1 ms: 1.07x slower
spectral_norm
131 ms
141 ms: 1.08x slower
pyflate
516 ms
557 ms: 1.08x slower
chameleon
8.29 ms
8.95 ms: 1.08x slower
regex_dna
239 ms
259 ms: 1.08x slower
xml_etree_generate
104 ms
114 ms: 1.09x slower
scimark_sor
145 ms
159 ms: 1.10x slower
sqlite_synth
3.56 us
3.90 us: 1.10x slower
scimark_fft
402 ms
445 ms: 1.11x slower
flaskblogging
4.19 ms
4.70 ms: 1.12x slower
coverage
84.1 ms
98.4 ms: 1.17x slower
regex_effbot
4.25 ms
4.98 ms: 1.17x slower
python_startup_no_site
7.35 ms
8.60 ms: 1.17x slower
unpickle
16.9 us
19.8 us: 1.17x slower
gc_traversal
4.33 ms
5.17 ms: 1.20x slower
create_gc_cycles
1.87 ms
2.33 ms: 1.25x slower
python_startup
10.2 ms
13.0 ms: 1.27x slower
telco
7.80 ms
10.0 ms: 1.28x slower
async_generators
378 ms
488 ms: 1.29x slower
Geometric mean
(ref)
1.05x faster
Benchmark hidden because not significant (7): sqlglot_normalize, sqlglot_optimize, gunicorn, fannkuch, pickle_dict, asyncio_websockets, html5lib
Ignored benchmarks (2) of results/bm-20221024-3.11.0-deaf509/bm-20221024-arminc-aarch64-python-deaf509e8fc6e0363bd6-3.11.0-deaf509.json: sqlalchemy_declarative, sqlalchemy_imperative
Ignored benchmarks (1) of results/bm-20240605-3.13.0b2-3a83b17/bm-20240605-arminc-aarch64-python-v3.13.0b2-3.13.0b2-3a83b17.json: bpe_tokeniser
Reliability score: 99.80% likely to be faster
90% likely to have a speedup of 1.01x
95% likely to have a speedup of 1.00x
99% likely to have a speedup of 1.00x