- fork: python
- ref: 6e06e01881dcffbeef5b
- machine: linux-x86_64
- commit hash: 6e06e01
- commit date: 2024-09-12
- overall geometric mean: 1.32x faster
- HPT reliability: 100.00%
- HPT 99th percentile: 1.23x faster
- Memory change: 1.12x
| Benchmark | bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 | bm-20240912-pythonperf2-x86_64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01 |
|---|---|---|
| 2to3 | 350 ms | 281 ms: 1.25x faster |
| docutils | 3.41 sec | 2.90 sec: 1.18x faster |
| html5lib | 94.6 ms | 71.5 ms: 1.32x faster |
| tornado_http | 157 ms | 116 ms: 1.36x faster |
| Geometric mean | (ref) | 1.27x faster |
| Benchmark | bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 | bm-20240912-pythonperf2-x86_64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01 |
|---|---|---|
| async_tree_none | 692 ms | 322 ms: 2.15x faster |
| async_tree_memoization | 819 ms | 400 ms: 2.05x faster |
| async_tree_io | 1.60 sec | 803 ms: 1.99x faster |
| async_tree_cpu_io_mixed | 936 ms | 575 ms: 1.63x faster |
| Geometric mean | (ref) | 1.94x faster |
| Benchmark | bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 | bm-20240912-pythonperf2-x86_64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01 |
|---|---|---|
| nbody | 134 ms | 87.2 ms: 1.54x faster |
| float | 111 ms | 78.3 ms: 1.42x faster |
| pidigits | 271 ms | 253 ms: 1.07x faster |
| Geometric mean | (ref) | 1.33x faster |
| Benchmark | bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 | bm-20240912-pythonperf2-x86_64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01 |
|---|---|---|
| regex_compile | 190 ms | 140 ms: 1.36x faster |
| regex_dna | 261 ms | 241 ms: 1.08x faster |
| regex_v8 | 27.2 ms | 25.5 ms: 1.06x faster |
| regex_effbot | 3.09 ms | 3.64 ms: 1.18x slower |
| Geometric mean | (ref) | 1.07x faster |
| Benchmark | bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 | bm-20240912-pythonperf2-x86_64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01 |
|---|---|---|
| pickle_pure_python | 455 us | 317 us: 1.43x faster |
| unpickle_pure_python | 312 us | 220 us: 1.42x faster |
| json_dumps | 14.5 ms | 10.8 ms: 1.34x faster |
| xml_etree_process | 75.9 ms | 59.9 ms: 1.27x faster |
| json_loads | 30.3 us | 25.1 us: 1.21x faster |
| tomli_loads | 2.92 sec | 2.53 sec: 1.15x faster |
| xml_etree_parse | 160 ms | 143 ms: 1.12x faster |
| xml_etree_iterparse | 110 ms | 102 ms: 1.08x faster |
| xml_etree_generate | 92.3 ms | 85.6 ms: 1.08x faster |
| unpickle_list | 4.65 us | 4.56 us: 1.02x faster |
| pickle | 9.89 us | 10.5 us: 1.06x slower |
| pickle_list | 4.12 us | 4.50 us: 1.09x slower |
| pickle_dict | 29.5 us | 32.4 us: 1.10x slower |
| unpickle | 13.5 us | 15.5 us: 1.15x slower |
| Geometric mean | (ref) | 1.11x faster |
| Benchmark | bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 | bm-20240912-pythonperf2-x86_64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01 |
|---|---|---|
| python_startup | 11.5 ms | 13.3 ms: 1.16x slower |
| python_startup_no_site | 7.33 ms | 8.94 ms: 1.22x slower |
| Geometric mean | (ref) | 1.19x slower |
| Benchmark | bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 | bm-20240912-pythonperf2-x86_64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01 |
|---|---|---|
| mako | 14.7 ms | 10.4 ms: 1.42x faster |
| django_template | 50.2 ms | 38.3 ms: 1.31x faster |
| genshi_text | 31.4 ms | 24.9 ms: 1.26x faster |
| genshi_xml | 63.3 ms | 54.6 ms: 1.16x faster |
| Geometric mean | (ref) | 1.28x faster |
| Benchmark | bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 | bm-20240912-pythonperf2-x86_64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01 |
|---|---|---|
| typing_runtime_protocols | 537 us | 175 us: 3.06x faster |
| deltablue | 7.50 ms | 3.38 ms: 2.22x faster |
| async_tree_none | 692 ms | 322 ms: 2.15x faster |
| asyncio_tcp | 779 ms | 372 ms: 2.10x faster |
| async_tree_memoization | 819 ms | 400 ms: 2.05x faster |
| async_tree_io | 1.60 sec | 803 ms: 1.99x faster |
| asyncio_tcp_ssl | 3.10 sec | 1.57 sec: 1.97x faster |
| generators | 57.3 ms | 29.3 ms: 1.95x faster |
| go | 262 ms | 134 ms: 1.95x faster |
| raytrace | 489 ms | 272 ms: 1.80x faster |
| scimark_lu | 167 ms | 95.7 ms: 1.74x faster |
| chaos | 109 ms | 62.7 ms: 1.73x faster |
| logging_silent | 167 ns | 99.3 ns: 1.68x faster |
| deepcopy_memo | 49.8 us | 30.2 us: 1.65x faster |
| deepcopy | 468 us | 286 us: 1.63x faster |
| pylint | 566 ms | 347 ms: 1.63x faster |
| async_tree_cpu_io_mixed | 936 ms | 575 ms: 1.63x faster |
| crypto_pyaes | 119 ms | 73.8 ms: 1.62x faster |
| scimark_monte_carlo | 107 ms | 66.8 ms: 1.61x faster |
| richards_super | 90.6 ms | 56.5 ms: 1.60x faster |
| sqlglot_parse | 2.24 ms | 1.41 ms: 1.59x faster |
| comprehensions | 26.7 us | 17.0 us: 1.57x faster |
| nbody | 134 ms | 87.2 ms: 1.54x faster |
| scimark_sor | 180 ms | 117 ms: 1.53x faster |
| hexiom | 9.42 ms | 6.21 ms: 1.52x faster |
| sqlglot_transpile | 2.68 ms | 1.79 ms: 1.50x faster |
| richards | 75.1 ms | 50.3 ms: 1.49x faster |
| pyflate | 733 ms | 492 ms: 1.49x faster |
| spectral_norm | 139 ms | 96.6 ms: 1.44x faster |
| pickle_pure_python | 455 us | 317 us: 1.43x faster |
| mako | 14.7 ms | 10.4 ms: 1.42x faster |
| float | 111 ms | 78.3 ms: 1.42x faster |
| unpickle_pure_python | 312 us | 220 us: 1.42x faster |
| coroutines | 30.3 ms | 21.4 ms: 1.41x faster |
| logging_format | 9.64 us | 6.87 us: 1.40x faster |
| logging_simple | 8.88 us | 6.37 us: 1.39x faster |
| pycparser | 1.67 sec | 1.21 sec: 1.38x faster |
| deepcopy_reduce | 4.01 us | 2.90 us: 1.38x faster |
| pathlib | 21.4 ms | 15.6 ms: 1.37x faster |
| thrift | 1.18 ms | 859 us: 1.37x faster |
| tornado_http | 157 ms | 116 ms: 1.36x faster |
| regex_compile | 190 ms | 140 ms: 1.36x faster |
| fannkuch | 483 ms | 356 ms: 1.35x faster |
| json_dumps | 14.5 ms | 10.8 ms: 1.34x faster |
| html5lib | 94.6 ms | 71.5 ms: 1.32x faster |
| bench_thread_pool | 1.14 ms | 865 us: 1.32x faster |
| bench_mp_pool | 6.37 ms | 4.85 ms: 1.32x faster |
| django_template | 50.2 ms | 38.3 ms: 1.31x faster |
| nqueens | 115 ms | 88.5 ms: 1.30x faster |
| pprint_pformat | 2.15 sec | 1.66 sec: 1.29x faster |
| pprint_safe_repr | 1.05 sec | 815 ms: 1.29x faster |
| sympy_sum | 193 ms | 152 ms: 1.27x faster |
| xml_etree_process | 75.9 ms | 59.9 ms: 1.27x faster |
| genshi_text | 31.4 ms | 24.9 ms: 1.26x faster |
| 2to3 | 350 ms | 281 ms: 1.25x faster |
| sympy_str | 360 ms | 291 ms: 1.24x faster |
| unpack_sequence | 59.9 ns | 48.7 ns: 1.23x faster |
| sympy_integrate | 28.2 ms | 23.0 ms: 1.23x faster |
| sqlglot_normalize | 144 ms | 118 ms: 1.22x faster |
| json_loads | 30.3 us | 25.1 us: 1.21x faster |
| dulwich_log | 81.1 ms | 67.3 ms: 1.21x faster |
| scimark_fft | 361 ms | 300 ms: 1.20x faster |
| mdp | 3.01 sec | 2.50 sec: 1.20x faster |
| sympy_expand | 600 ms | 500 ms: 1.20x faster |
| sqlglot_optimize | 70.1 ms | 59.0 ms: 1.19x faster |
| scimark_sparse_mat_mult | 5.08 ms | 4.29 ms: 1.18x faster |
| docutils | 3.41 sec | 2.90 sec: 1.18x faster |
| async_generators | 421 ms | 361 ms: 1.17x faster |
| genshi_xml | 63.3 ms | 54.6 ms: 1.16x faster |
| tomli_loads | 2.92 sec | 2.53 sec: 1.15x faster |
| json | 5.86 ms | 5.24 ms: 1.12x faster |
| xml_etree_parse | 160 ms | 143 ms: 1.12x faster |
| sqlite_synth | 2.99 us | 2.73 us: 1.09x faster |
| meteor_contest | 138 ms | 127 ms: 1.09x faster |
| regex_dna | 261 ms | 241 ms: 1.08x faster |
| xml_etree_iterparse | 110 ms | 102 ms: 1.08x faster |
| xml_etree_generate | 92.3 ms | 85.6 ms: 1.08x faster |
| pidigits | 271 ms | 253 ms: 1.07x faster |
| regex_v8 | 27.2 ms | 25.5 ms: 1.06x faster |
| unpickle_list | 4.65 us | 4.56 us: 1.02x faster |
| asyncio_websockets | 390 ms | 396 ms: 1.01x slower |
| pickle | 9.89 us | 10.5 us: 1.06x slower |
| create_gc_cycles | 1.76 ms | 1.92 ms: 1.09x slower |
| pickle_list | 4.12 us | 4.50 us: 1.09x slower |
| pickle_dict | 29.5 us | 32.4 us: 1.10x slower |
| unpickle | 13.5 us | 15.5 us: 1.15x slower |
| telco | 7.23 ms | 8.33 ms: 1.15x slower |
| python_startup | 11.5 ms | 13.3 ms: 1.16x slower |
| regex_effbot | 3.09 ms | 3.64 ms: 1.18x slower |
| python_startup_no_site | 7.33 ms | 8.94 ms: 1.22x slower |
| gc_traversal | 3.42 ms | 4.45 ms: 1.30x slower |
| coverage | 63.3 ms | 82.8 ms: 1.31x slower |
| Geometric mean | (ref) | 1.32x faster |
| Ignored benchmarks (8) of results/bm-20220323-3.10.4-9d38120/bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120.json: aiohttp, chameleon, dask, flaskblogging, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative | ||
| Ignored benchmarks (5) of results/bm-20240912-3.14.0a0-6e06e01/bm-20240912-pythonperf2-x86_64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01.json: async_tree_cpu_io_mixed_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 1.27x
- 95% likely to have a speedup of 1.26x
- 99% likely to have a speedup of 1.23x
- memory change: 1.12x