ty timing diff report
Summary Statistics
10
Speedups (factor < 0.9)
7
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pandas |
1.371
|
1.892
|
1.38×
|
| egglog-python |
0.305
|
0.418
|
1.37×
|
| setuptools |
0.452
|
0.342
|
0.76×
|
| stone |
0.181
|
0.140
|
0.77×
|
| meson |
0.556
|
0.674
|
1.21×
|
| manticore |
3.085
|
2.481
|
0.80×
|
| isort |
0.731
|
0.858
|
1.17×
|
| bokeh |
0.281
|
0.316
|
1.13×
|
| dd-trace-py |
1.212
|
1.059
|
0.87×
|
| mkosi |
0.207
|
0.181
|
0.88×
|
| trio |
0.220
|
0.193
|
0.88×
|
| altair |
0.369
|
0.325
|
0.88×
|
| openlibrary |
0.247
|
0.218
|
0.88×
|
| comtypes |
0.151
|
0.135
|
0.89×
|
| cwltool |
0.179
|
0.197
|
1.11×
|
| pandera |
0.306
|
0.337
|
1.10×
|
| graphql-core |
0.328
|
0.295
|
0.90×
|
| materialize |
0.392
|
0.431
|
1.10×
|
| pip |
0.458
|
0.413
|
0.90×
|
| beartype |
0.158
|
0.173
|
1.10×
|
| ibis |
0.445
|
0.404
|
0.91×
|
| mkdocs |
0.133
|
0.121
|
0.91×
|
| werkzeug |
0.145
|
0.132
|
0.91×
|
| spack |
0.722
|
0.786
|
1.09×
|
| more-itertools |
0.116
|
0.126
|
1.08×
|
| dulwich |
0.313
|
0.288
|
0.92×
|
| strawberry |
0.181
|
0.167
|
0.92×
|
| scipy-stubs |
0.475
|
0.511
|
1.07×
|
| alerta |
0.132
|
0.122
|
0.93×
|
| starlette |
0.106
|
0.099
|
0.93×
|
| schemathesis |
0.183
|
0.170
|
0.93×
|
| streamlit |
0.196
|
0.210
|
1.07×
|
| artigraph |
0.101
|
0.094
|
0.93×
|
| pytest-robotframework |
0.064
|
0.060
|
0.93×
|
| mypy |
1.069
|
0.999
|
0.93×
|
| pegen |
0.048
|
0.051
|
1.06×
|
| porcupine |
0.092
|
0.098
|
1.06×
|
| poetry |
0.216
|
0.203
|
0.94×
|
| mongo-python-driver |
0.314
|
0.296
|
0.94×
|
| yarl |
0.069
|
0.073
|
1.06×
|
| dragonchain |
0.106
|
0.100
|
0.94×
|
| aiortc |
0.101
|
0.106
|
1.06×
|
| packaging |
0.068
|
0.064
|
0.94×
|
| httpx-caching |
0.063
|
0.066
|
1.05×
|
| rich |
0.137
|
0.130
|
0.95×
|
| urllib3 |
0.154
|
0.146
|
0.95×
|
| scrapy |
0.278
|
0.264
|
0.95×
|
| hydra-zen |
0.205
|
0.194
|
0.95×
|
| jinja |
0.188
|
0.178
|
0.95×
|
| prefect |
0.771
|
0.733
|
0.95×
|
| ppb-vector |
0.050
|
0.052
|
1.05×
|
| apprise |
0.285
|
0.272
|
0.95×
|
| cryptography |
0.253
|
0.242
|
0.96×
|
| archinstall |
0.213
|
0.204
|
0.96×
|
| pylint |
0.120
|
0.125
|
1.04×
|
| scikit-learn |
4.125
|
4.291
|
1.04×
|
| paroxython |
0.062
|
0.059
|
0.96×
|
| com2ann |
0.069
|
0.072
|
1.04×
|
| nox |
0.071
|
0.074
|
1.04×
|
| psycopg |
0.244
|
0.235
|
0.96×
|
| git-revise |
0.072
|
0.075
|
1.04×
|
| sphinx |
0.339
|
0.352
|
1.04×
|
| nionutils |
0.081
|
0.084
|
1.04×
|
| pyinstrument |
0.060
|
0.063
|
1.04×
|
| python-htmlgen |
0.058
|
0.056
|
0.96×
|
| websockets |
0.077
|
0.080
|
1.03×
|
| paasta |
0.187
|
0.194
|
1.03×
|
| xarray |
0.830
|
0.858
|
1.03×
|
| zope.interface |
0.118
|
0.114
|
0.97×
|
| PyGithub |
0.274
|
0.265
|
0.97×
|
| pylox |
0.076
|
0.073
|
0.97×
|
| django-test-migrations |
0.038
|
0.037
|
0.97×
|
| python-sop |
0.068
|
0.066
|
0.97×
|
| PyWinCtl |
0.080
|
0.083
|
1.03×
|
| pwndbg |
0.339
|
0.350
|
1.03×
|
| boostedblob |
0.101
|
0.098
|
0.97×
|
| mypy-protobuf |
0.113
|
0.110
|
0.97×
|
| pydantic |
0.297
|
0.288
|
0.97×
|
| pytest |
0.270
|
0.262
|
0.97×
|
| koda-validate |
0.091
|
0.094
|
1.03×
|
| downforeveryone |
0.042
|
0.043
|
1.03×
|
| attrs |
0.114
|
0.111
|
0.97×
|
| arviz |
0.131
|
0.127
|
0.97×
|
| pyp |
0.079
|
0.081
|
1.03×
|
| speedrun.com_global_scoreboard_webapp |
0.081
|
0.079
|
0.97×
|
| pybind11 |
0.097
|
0.095
|
0.97×
|
| pandas-stubs |
13.465
|
13.788
|
1.02×
|
| svcs |
0.055
|
0.056
|
1.02×
|
| discord.py |
0.370
|
0.361
|
0.98×
|
| zulip |
0.967
|
0.945
|
0.98×
|
| async-utils |
0.060
|
0.059
|
0.98×
|
| operator |
0.147
|
0.150
|
1.02×
|
| numpy-stl |
0.433
|
0.443
|
1.02×
|
| scipy |
8.511
|
8.323
|
0.98×
|
| black |
0.116
|
0.119
|
1.02×
|
| pyjwt |
0.063
|
0.062
|
0.98×
|
| cloud-init |
0.425
|
0.416
|
0.98×
|
| sympy |
2.260
|
2.304
|
1.02×
|
| kornia |
0.200
|
0.196
|
0.98×
|
| python-chess |
0.175
|
0.178
|
1.02×
|
| optuna |
0.212
|
0.209
|
0.98×
|
| cki-lib |
0.090
|
0.092
|
1.02×
|
| ignite |
0.230
|
0.226
|
0.98×
|
| pyppeteer |
0.074
|
0.075
|
1.02×
|
| mypy_primer |
0.080
|
0.079
|
0.98×
|
| twine |
0.069
|
0.068
|
0.98×
|
| aiohttp |
0.288
|
0.292
|
1.02×
|
| Tanjun |
0.154
|
0.152
|
0.98×
|
| aiohttp-devtools |
0.084
|
0.082
|
0.99×
|
| imagehash |
0.155
|
0.153
|
0.99×
|
| bidict |
0.057
|
0.056
|
0.99×
|
| static-frame |
0.773
|
0.784
|
1.01×
|
| jax |
2.030
|
2.057
|
1.01×
|
| vision |
0.445
|
0.439
|
0.99×
|
| parso |
0.292
|
0.296
|
1.01×
|
| check-jsonschema |
0.054
|
0.055
|
1.01×
|
| xarray-dataclasses |
0.217
|
0.220
|
1.01×
|
| flake8-pyi |
0.092
|
0.093
|
1.01×
|
| pycryptodome |
0.213
|
0.210
|
0.99×
|
| asynq |
0.065
|
0.065
|
0.99×
|
| pyproject-metadata |
0.064
|
0.063
|
0.99×
|
| pyodide |
0.218
|
0.215
|
0.99×
|
| aioredis |
0.149
|
0.148
|
0.99×
|
| rclip |
0.116
|
0.115
|
0.99×
|
| DateType |
0.074
|
0.073
|
0.99×
|
| pywin32 |
0.409
|
0.413
|
1.01×
|
| AutoSplit |
0.152
|
0.154
|
1.01×
|
| alectryon |
0.045
|
0.044
|
0.99×
|
| anyio |
0.147
|
0.146
|
0.99×
|
| hydpy |
0.598
|
0.603
|
1.01×
|
| cibuildwheel |
0.069
|
0.070
|
1.01×
|
| schema_salad |
0.173
|
0.172
|
0.99×
|
| freqtrade |
0.957
|
0.964
|
1.01×
|
| tornado |
0.211
|
0.210
|
0.99×
|
| dacite |
0.041
|
0.041
|
1.01×
|
| zipp |
0.058
|
0.058
|
0.99×
|
| flake8 |
0.068
|
0.068
|
1.01×
|
| mitmproxy |
0.313
|
0.311
|
0.99×
|
| rotki |
0.646
|
0.650
|
1.01×
|
| core |
2.943
|
2.928
|
0.99×
|
| antidote |
0.104
|
0.104
|
1.01×
|
| kopf |
0.081
|
0.081
|
1.00×
|
| janus |
0.074
|
0.074
|
1.00×
|
| itsdangerous |
0.040
|
0.040
|
1.00×
|
| Expression |
0.084
|
0.084
|
1.00×
|
| dedupe |
0.097
|
0.097
|
1.00×
|
| typeshed-stats |
0.140
|
0.141
|
1.00×
|
| bandersnatch |
0.081
|
0.081
|
1.00×
|
| django-stubs |
0.260
|
0.260
|
1.00×
|
| scikit-build-core |
0.099
|
0.100
|
1.00×
|
| build |
0.065
|
0.065
|
1.00×
|
| colour |
10.255
|
10.265
|
1.00×
|
| sockeye |
0.117
|
0.117
|
1.00×
|