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Results vs. 3.11.0

  • fork: python
  • ref: a19bb261a327e1008f21
  • machine: linux-x86_64
  • commit hash: a19bb26
  • commit date: 2024-06-15
  • overall geometric mean: 1.07x faster
  • HPT reliability: 99.57%
  • HPT 99th percentile: 1.00x faster
  • Memory change: 1.04x

Benchmarks with tag 'apps':

Benchmark bm-20221024-pythonperf2-x86_64-python-v3.11.0-3.11.0-deaf509 bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
2to3 287 ms 293 ms: 1.02x slower
chameleon 7.92 ms 7.42 ms: 1.07x faster
docutils 2.85 sec 3.00 sec: 1.05x slower
html5lib 72.2 ms 75.7 ms: 1.05x slower
tornado_http 124 ms 118 ms: 1.06x faster
Geometric mean (ref) 1.00x slower

Benchmarks with tag 'asyncio':

Benchmark bm-20221024-pythonperf2-x86_64-python-v3.11.0-3.11.0-deaf509 bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
async_tree_memoization_tg 600 ms 423 ms: 1.42x faster
async_tree_none 518 ms 367 ms: 1.41x faster
async_tree_none_tg 474 ms 340 ms: 1.39x faster
async_tree_memoization 629 ms 464 ms: 1.36x faster
async_tree_io 1.17 sec 887 ms: 1.32x faster
async_tree_cpu_io_mixed_tg 750 ms 576 ms: 1.30x faster
async_tree_io_tg 1.15 sec 908 ms: 1.27x faster
async_tree_cpu_io_mixed 753 ms 610 ms: 1.23x faster
Geometric mean (ref) 1.34x faster

Benchmarks with tag 'math':

Benchmark bm-20221024-pythonperf2-x86_64-python-v3.11.0-3.11.0-deaf509 bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
nbody 92.9 ms 89.6 ms: 1.04x faster
pidigits 251 ms 253 ms: 1.01x slower
float 74.9 ms 80.1 ms: 1.07x slower
Geometric mean (ref) 1.01x slower

Benchmarks with tag 'regex':

Benchmark bm-20221024-pythonperf2-x86_64-python-v3.11.0-3.11.0-deaf509 bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
regex_compile 156 ms 144 ms: 1.08x faster
regex_v8 24.4 ms 25.4 ms: 1.04x slower
regex_dna 227 ms 244 ms: 1.07x slower
regex_effbot 3.34 ms 3.67 ms: 1.10x slower
Geometric mean (ref) 1.03x slower

Benchmarks with tag 'serialize':

Benchmark bm-20221024-pythonperf2-x86_64-python-v3.11.0-3.11.0-deaf509 bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
json_dumps 13.3 ms 10.8 ms: 1.23x faster
json_loads 28.9 us 24.5 us: 1.18x faster
xml_etree_parse 155 ms 146 ms: 1.06x faster
unpickle_pure_python 238 us 226 us: 1.05x faster
pickle_dict 32.3 us 30.8 us: 1.05x faster
xml_etree_iterparse 107 ms 104 ms: 1.03x faster
pickle_pure_python 316 us 310 us: 1.02x faster
unpickle_list 4.60 us 4.66 us: 1.01x slower
pickle 9.89 us 10.3 us: 1.04x slower
tomli_loads 2.25 sec 2.42 sec: 1.08x slower
xml_etree_process 55.9 ms 60.4 ms: 1.08x slower
xml_etree_generate 79.7 ms 87.5 ms: 1.10x slower
pickle_list 3.94 us 4.46 us: 1.13x slower
unpickle 13.3 us 15.4 us: 1.16x slower
Geometric mean (ref) 1.00x faster

Benchmarks with tag 'startup':

Benchmark bm-20221024-pythonperf2-x86_64-python-v3.11.0-3.11.0-deaf509 bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
python_startup_no_site 7.73 ms 8.87 ms: 1.15x slower
python_startup 10.7 ms 13.2 ms: 1.23x slower
Geometric mean (ref) 1.19x slower

Benchmarks with tag 'template':

Benchmark bm-20221024-pythonperf2-x86_64-python-v3.11.0-3.11.0-deaf509 bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
mako 11.0 ms 10.3 ms: 1.07x faster
django_template 39.3 ms 38.2 ms: 1.03x faster
genshi_xml 57.1 ms 56.3 ms: 1.01x faster
genshi_text 25.5 ms 25.2 ms: 1.01x faster
Geometric mean (ref) 1.03x faster

All benchmarks:

Benchmark bm-20221024-pythonperf2-x86_64-python-v3.11.0-3.11.0-deaf509 bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26
typing_runtime_protocols 532 us 173 us: 3.07x faster
asyncio_tcp 747 ms 376 ms: 1.99x faster
asyncio_tcp_ssl 3.07 sec 1.58 sec: 1.94x faster
generators 54.6 ms 33.6 ms: 1.63x faster
pylint 514 ms 341 ms: 1.51x faster
comprehensions 25.1 us 16.8 us: 1.50x faster
async_tree_memoization_tg 600 ms 423 ms: 1.42x faster
async_tree_none 518 ms 367 ms: 1.41x faster
async_tree_none_tg 474 ms 340 ms: 1.39x faster
async_tree_memoization 629 ms 464 ms: 1.36x faster
async_tree_io 1.17 sec 887 ms: 1.32x faster
async_tree_cpu_io_mixed_tg 750 ms 576 ms: 1.30x faster
coroutines 27.8 ms 21.7 ms: 1.28x faster
async_tree_io_tg 1.15 sec 908 ms: 1.27x faster
async_tree_cpu_io_mixed 753 ms 610 ms: 1.23x faster
json_dumps 13.3 ms 10.8 ms: 1.23x faster
chaos 74.9 ms 61.0 ms: 1.23x faster
sympy_sum 186 ms 156 ms: 1.19x faster
json_loads 28.9 us 24.5 us: 1.18x faster
raytrace 309 ms 263 ms: 1.18x faster
scimark_lu 114 ms 97.3 ms: 1.17x faster
deltablue 3.97 ms 3.39 ms: 1.17x faster
nqueens 103 ms 87.8 ms: 1.17x faster
fannkuch 416 ms 361 ms: 1.15x faster
crypto_pyaes 83.3 ms 72.8 ms: 1.14x faster
logging_simple 7.24 us 6.39 us: 1.13x faster
sympy_str 337 ms 298 ms: 1.13x faster
mdp 2.77 sec 2.48 sec: 1.12x faster
pathlib 18.9 ms 17.1 ms: 1.11x faster
bench_thread_pool 1.00 ms 907 us: 1.10x faster
sympy_integrate 25.8 ms 23.4 ms: 1.10x faster
hexiom 6.98 ms 6.34 ms: 1.10x faster
logging_format 7.71 us 7.03 us: 1.10x faster
sympy_expand 553 ms 507 ms: 1.09x faster
regex_compile 156 ms 144 ms: 1.08x faster
sqlglot_parse 1.51 ms 1.41 ms: 1.07x faster
chameleon 7.92 ms 7.42 ms: 1.07x faster
sqlglot_transpile 1.91 ms 1.79 ms: 1.07x faster
mako 11.0 ms 10.3 ms: 1.07x faster
tornado_http 124 ms 118 ms: 1.06x faster
xml_etree_parse 155 ms 146 ms: 1.06x faster
thrift 931 us 883 us: 1.05x faster
unpickle_pure_python 238 us 226 us: 1.05x faster
richards_super 63.6 ms 60.5 ms: 1.05x faster
scimark_monte_carlo 69.8 ms 66.6 ms: 1.05x faster
pickle_dict 32.3 us 30.8 us: 1.05x faster
pycparser 1.31 sec 1.25 sec: 1.05x faster
dask 410 ms 393 ms: 1.04x faster
json 5.58 ms 5.36 ms: 1.04x faster
logging_silent 100 ns 96.5 ns: 1.04x faster
nbody 92.9 ms 89.6 ms: 1.04x faster
deepcopy 391 us 378 us: 1.03x faster
xml_etree_iterparse 107 ms 104 ms: 1.03x faster
django_template 39.3 ms 38.2 ms: 1.03x faster
pickle_pure_python 316 us 310 us: 1.02x faster
genshi_xml 57.1 ms 56.3 ms: 1.01x faster
sqlglot_normalize 122 ms 120 ms: 1.01x faster
genshi_text 25.5 ms 25.2 ms: 1.01x faster
meteor_contest 131 ms 129 ms: 1.01x faster
pprint_pformat 1.67 sec 1.67 sec: 1.00x slower
pidigits 251 ms 253 ms: 1.01x slower
spectral_norm 95.1 ms 96.2 ms: 1.01x slower
mypy2 762 ms 771 ms: 1.01x slower
unpickle_list 4.60 us 4.66 us: 1.01x slower
deepcopy_reduce 3.40 us 3.45 us: 1.02x slower
pprint_safe_repr 805 ms 818 ms: 1.02x slower
2to3 287 ms 293 ms: 1.02x slower
go 158 ms 162 ms: 1.03x slower
regex_v8 24.4 ms 25.4 ms: 1.04x slower
pickle 9.89 us 10.3 us: 1.04x slower
html5lib 72.2 ms 75.7 ms: 1.05x slower
docutils 2.85 sec 3.00 sec: 1.05x slower
float 74.9 ms 80.1 ms: 1.07x slower
regex_dna 227 ms 244 ms: 1.07x slower
tomli_loads 2.25 sec 2.42 sec: 1.08x slower
scimark_sor 110 ms 118 ms: 1.08x slower
xml_etree_process 55.9 ms 60.4 ms: 1.08x slower
gunicorn 966 us 1.05 ms: 1.08x slower
aiohttp 986 us 1.07 ms: 1.09x slower
richards 49.7 ms 54.0 ms: 1.09x slower
scimark_fft 281 ms 306 ms: 1.09x slower
pyflate 449 ms 490 ms: 1.09x slower
regex_effbot 3.34 ms 3.67 ms: 1.10x slower
xml_etree_generate 79.7 ms 87.5 ms: 1.10x slower
scimark_sparse_mat_mult 4.06 ms 4.47 ms: 1.10x slower
async_generators 322 ms 357 ms: 1.11x slower
sqlite_synth 2.52 us 2.83 us: 1.12x slower
pickle_list 3.94 us 4.46 us: 1.13x slower
gc_traversal 4.15 ms 4.73 ms: 1.14x slower
python_startup_no_site 7.73 ms 8.87 ms: 1.15x slower
unpickle 13.3 us 15.4 us: 1.16x slower
flaskblogging 3.88 ms 4.73 ms: 1.22x slower
coverage 66.1 ms 81.4 ms: 1.23x slower
python_startup 10.7 ms 13.2 ms: 1.23x slower
telco 6.81 ms 8.48 ms: 1.25x slower
create_gc_cycles 1.58 ms 2.05 ms: 1.30x slower
Geometric mean (ref) 1.07x faster

Benchmark hidden because not significant (5): dulwich_log, bench_mp_pool, sqlglot_optimize, deepcopy_memo, asyncio_websockets Ignored benchmarks (3) of results/bm-20221024-3.11.0-deaf509/bm-20221024-pythonperf2-x86_64-python-v3.11.0-3.11.0-deaf509.json: sqlalchemy_declarative, sqlalchemy_imperative, unpack_sequence Ignored benchmarks (1) of results/bm-20240615-3.13.0b2+-a19bb26/bm-20240615-pythonperf2-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26.json: bpe_tokeniser

HPT report

  • Reliability score: 99.57% likely to be faster
  • 90% likely to have a speedup of 1.01x
  • 95% likely to have a speedup of 1.01x
  • 99% likely to have a speedup of 1.00x

Memory

  • memory change: 1.04x