fork: python
ref: v3.13.0b2
machine: linux-x86_64
commit hash: 3a83b17
commit date: 2024-06-05
overall geometric mean: 1.05x faster
HPT reliability: 84.61%
HPT 99th percentile: 1.00x faster
Memory change: 1.04x
Benchmarks with tag 'apps':
Benchmark
bm-20221024-linux-x86_64-python-v3.11.0-3.11.0-deaf509
bm-20240605-linux-x86_64-python-v3.13.0b2-3.13.0b2-3a83b17
2to3
264 ms
274 ms: 1.04x slower
chameleon
6.70 ms
7.22 ms: 1.08x slower
docutils
2.66 sec
2.83 sec: 1.06x slower
html5lib
64.8 ms
67.2 ms: 1.04x slower
tornado_http
98.1 ms
94.6 ms: 1.04x faster
Geometric mean
(ref)
1.04x slower
Benchmarks with tag 'asyncio':
Benchmark
bm-20221024-linux-x86_64-python-v3.11.0-3.11.0-deaf509
bm-20240605-linux-x86_64-python-v3.13.0b2-3.13.0b2-3a83b17
async_tree_none_tg
491 ms
336 ms: 1.46x faster
async_tree_memoization_tg
626 ms
444 ms: 1.41x faster
async_tree_none
528 ms
378 ms: 1.40x faster
async_tree_io_tg
1.29 sec
936 ms: 1.38x faster
async_tree_memoization
639 ms
463 ms: 1.38x faster
async_tree_io
1.29 sec
939 ms: 1.37x faster
async_tree_cpu_io_mixed_tg
761 ms
587 ms: 1.30x faster
async_tree_cpu_io_mixed
749 ms
611 ms: 1.23x faster
Geometric mean
(ref)
1.36x faster
Benchmarks with tag 'math':
Benchmark
bm-20221024-linux-x86_64-python-v3.11.0-3.11.0-deaf509
bm-20240605-linux-x86_64-python-v3.13.0b2-3.13.0b2-3a83b17
nbody
96.0 ms
88.3 ms: 1.09x faster
pidigits
194 ms
191 ms: 1.01x faster
Geometric mean
(ref)
1.03x faster
Benchmark hidden because not significant (1): float
Benchmarks with tag 'regex':
Benchmark
bm-20221024-linux-x86_64-python-v3.11.0-3.11.0-deaf509
bm-20240605-linux-x86_64-python-v3.13.0b2-3.13.0b2-3a83b17
regex_compile
141 ms
137 ms: 1.03x faster
regex_effbot
3.51 ms
3.67 ms: 1.05x slower
regex_dna
205 ms
221 ms: 1.08x slower
regex_v8
22.9 ms
25.1 ms: 1.10x slower
Geometric mean
(ref)
1.05x slower
Benchmarks with tag 'serialize':
Benchmark
bm-20221024-linux-x86_64-python-v3.11.0-3.11.0-deaf509
bm-20240605-linux-x86_64-python-v3.13.0b2-3.13.0b2-3a83b17
json_dumps
13.3 ms
10.7 ms: 1.24x faster
unpickle_pure_python
242 us
218 us: 1.11x faster
tomli_loads
2.30 sec
2.12 sec: 1.09x faster
pickle_pure_python
320 us
305 us: 1.05x faster
xml_etree_parse
164 ms
162 ms: 1.01x faster
json_loads
29.2 us
28.9 us: 1.01x faster
pickle_dict
34.6 us
34.8 us: 1.01x slower
unpickle_list
5.21 us
5.34 us: 1.02x slower
pickle
11.0 us
11.5 us: 1.04x slower
xml_etree_process
56.9 ms
61.2 ms: 1.08x slower
xml_etree_generate
81.1 ms
87.4 ms: 1.08x slower
unpickle
13.8 us
15.1 us: 1.09x slower
pickle_list
4.59 us
5.11 us: 1.11x slower
Geometric mean
(ref)
1.00x faster
Benchmark hidden because not significant (1): xml_etree_iterparse
Benchmarks with tag 'startup':
Benchmark
bm-20221024-linux-x86_64-python-v3.11.0-3.11.0-deaf509
bm-20240605-linux-x86_64-python-v3.13.0b2-3.13.0b2-3a83b17
python_startup_no_site
6.01 ms
7.11 ms: 1.18x slower
python_startup
8.56 ms
10.8 ms: 1.26x slower
Geometric mean
(ref)
1.22x slower
Benchmarks with tag 'template':
Benchmark
bm-20221024-linux-x86_64-python-v3.11.0-3.11.0-deaf509
bm-20240605-linux-x86_64-python-v3.13.0b2-3.13.0b2-3a83b17
genshi_xml
53.4 ms
51.6 ms: 1.04x faster
django_template
33.5 ms
34.8 ms: 1.04x slower
genshi_text
22.5 ms
23.7 ms: 1.05x slower
mako
10.7 ms
11.2 ms: 1.05x slower
Geometric mean
(ref)
1.03x slower
Benchmark
bm-20221024-linux-x86_64-python-v3.11.0-3.11.0-deaf509
bm-20240605-linux-x86_64-python-v3.13.0b2-3.13.0b2-3a83b17
typing_runtime_protocols
520 us
165 us: 3.15x faster
generators
74.9 ms
29.6 ms: 2.53x faster
asyncio_tcp
875 ms
508 ms: 1.72x faster
asyncio_tcp_ssl
3.11 sec
1.84 sec: 1.69x faster
pylint
476 ms
317 ms: 1.50x faster
async_tree_none_tg
491 ms
336 ms: 1.46x faster
comprehensions
23.6 us
16.6 us: 1.42x faster
async_tree_memoization_tg
626 ms
444 ms: 1.41x faster
async_tree_none
528 ms
378 ms: 1.40x faster
async_tree_io_tg
1.29 sec
936 ms: 1.38x faster
async_tree_memoization
639 ms
463 ms: 1.38x faster
async_tree_io
1.29 sec
939 ms: 1.37x faster
async_tree_cpu_io_mixed_tg
761 ms
587 ms: 1.30x faster
json_dumps
13.3 ms
10.7 ms: 1.24x faster
async_tree_cpu_io_mixed
749 ms
611 ms: 1.23x faster
deltablue
3.92 ms
3.25 ms: 1.21x faster
chaos
71.9 ms
61.3 ms: 1.17x faster
coroutines
27.0 ms
23.2 ms: 1.17x faster
raytrace
309 ms
267 ms: 1.16x faster
unpickle_pure_python
242 us
218 us: 1.11x faster
hexiom
6.89 ms
6.30 ms: 1.09x faster
nbody
96.0 ms
88.3 ms: 1.09x faster
tomli_loads
2.30 sec
2.12 sec: 1.09x faster
sqlglot_parse
1.43 ms
1.32 ms: 1.09x faster
sympy_sum
169 ms
156 ms: 1.08x faster
logging_simple
6.22 us
5.74 us: 1.08x faster
nqueens
87.9 ms
81.4 ms: 1.08x faster
richards_super
61.9 ms
57.4 ms: 1.08x faster
sqlglot_transpile
1.75 ms
1.63 ms: 1.07x faster
pathlib
18.5 ms
17.3 ms: 1.07x faster
djangocms
33.5 us
31.5 us: 1.06x faster
logging_silent
111 ns
105 ns: 1.06x faster
sympy_str
297 ms
282 ms: 1.05x faster
logging_format
6.81 us
6.47 us: 1.05x faster
pickle_pure_python
320 us
305 us: 1.05x faster
sympy_integrate
21.5 ms
20.5 ms: 1.05x faster
tornado_http
98.1 ms
94.6 ms: 1.04x faster
genshi_xml
53.4 ms
51.6 ms: 1.04x faster
regex_compile
141 ms
137 ms: 1.03x faster
go
149 ms
145 ms: 1.03x faster
sympy_expand
484 ms
473 ms: 1.03x faster
pycparser
1.19 sec
1.16 sec: 1.02x faster
sqlglot_normalize
113 ms
110 ms: 1.02x faster
scimark_monte_carlo
70.7 ms
69.2 ms: 1.02x faster
pidigits
194 ms
191 ms: 1.01x faster
xml_etree_parse
164 ms
162 ms: 1.01x faster
deepcopy_memo
40.2 us
39.7 us: 1.01x faster
json_loads
29.2 us
28.9 us: 1.01x faster
fannkuch
405 ms
402 ms: 1.01x faster
gc_traversal
4.01 ms
3.98 ms: 1.01x faster
bench_mp_pool
24.0 ms
23.9 ms: 1.01x faster
sqlglot_optimize
55.3 ms
55.5 ms: 1.00x slower
mdp
2.77 sec
2.79 sec: 1.00x slower
deepcopy
365 us
367 us: 1.01x slower
pickle_dict
34.6 us
34.8 us: 1.01x slower
meteor_contest
109 ms
110 ms: 1.01x slower
crypto_pyaes
76.7 ms
77.5 ms: 1.01x slower
dask
365 ms
369 ms: 1.01x slower
json
5.24 ms
5.31 ms: 1.01x slower
pprint_safe_repr
747 ms
758 ms: 1.01x slower
richards
49.8 ms
50.9 ms: 1.02x slower
unpickle_list
5.21 us
5.34 us: 1.02x slower
asyncio_websockets
550 ms
567 ms: 1.03x slower
2to3
264 ms
274 ms: 1.04x slower
html5lib
64.8 ms
67.2 ms: 1.04x slower
django_template
33.5 ms
34.8 ms: 1.04x slower
dulwich_log
64.6 ms
67.2 ms: 1.04x slower
deepcopy_reduce
3.22 us
3.35 us: 1.04x slower
pickle
11.0 us
11.5 us: 1.04x slower
scimark_lu
116 ms
122 ms: 1.05x slower
regex_effbot
3.51 ms
3.67 ms: 1.05x slower
scimark_sparse_mat_mult
5.03 ms
5.27 ms: 1.05x slower
thrift
784 us
823 us: 1.05x slower
scimark_sor
121 ms
127 ms: 1.05x slower
genshi_text
22.5 ms
23.7 ms: 1.05x slower
mako
10.7 ms
11.2 ms: 1.05x slower
aiohttp
1.12 ms
1.18 ms: 1.06x slower
docutils
2.66 sec
2.83 sec: 1.06x slower
gunicorn
1.20 ms
1.28 ms: 1.07x slower
spectral_norm
108 ms
116 ms: 1.07x slower
xml_etree_process
56.9 ms
61.2 ms: 1.08x slower
chameleon
6.70 ms
7.22 ms: 1.08x slower
xml_etree_generate
81.1 ms
87.4 ms: 1.08x slower
regex_dna
205 ms
221 ms: 1.08x slower
mypy2
686 ms
742 ms: 1.08x slower
unpickle
13.8 us
15.1 us: 1.09x slower
regex_v8
22.9 ms
25.1 ms: 1.10x slower
pickle_list
4.59 us
5.11 us: 1.11x slower
pyflate
434 ms
484 ms: 1.12x slower
scimark_fft
345 ms
392 ms: 1.14x slower
sqlite_synth
2.57 us
2.99 us: 1.16x slower
python_startup_no_site
6.01 ms
7.11 ms: 1.18x slower
coverage
78.8 ms
93.1 ms: 1.18x slower
async_generators
374 ms
442 ms: 1.18x slower
telco
6.86 ms
8.41 ms: 1.23x slower
flaskblogging
7.28 ms
9.01 ms: 1.24x slower
python_startup
8.56 ms
10.8 ms: 1.26x slower
create_gc_cycles
1.43 ms
1.82 ms: 1.27x slower
Geometric mean
(ref)
1.05x faster
Benchmark hidden because not significant (4): xml_etree_iterparse, bench_thread_pool, float, pprint_pformat
Ignored benchmarks (3) of results/bm-20221024-3.11.0-deaf509/bm-20221024-linux-x86_64-python-v3.11.0-3.11.0-deaf509.json: sqlalchemy_declarative, sqlalchemy_imperative, unpack_sequence
Ignored benchmarks (1) of results/bm-20240605-3.13.0b2-3a83b17/bm-20240605-linux-x86_64-python-v3.13.0b2-3.13.0b2-3a83b17.json: bpe_tokeniser
Reliability score: 84.61% likely to be faster
90% likely to have a speedup of 1.00x
95% likely to have a speedup of 1.00x
99% likely to have a speedup of 1.00x