ty timing diff report
Summary Statistics
3
Speedups (factor < 0.9)
7
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pandas |
1.273
|
1.704
|
1.34×
|
| pip |
0.407
|
0.502
|
1.23×
|
| isort |
0.941
|
0.778
|
0.83×
|
| graphql-core |
0.286
|
0.334
|
1.17×
|
| flake8 |
0.062
|
0.072
|
1.16×
|
| discord.py |
0.380
|
0.327
|
0.86×
|
| bandersnatch |
0.082
|
0.092
|
1.13×
|
| dacite |
0.038
|
0.043
|
1.12×
|
| alerta |
0.135
|
0.151
|
1.12×
|
| hydra-zen |
0.247
|
0.218
|
0.88×
|
| asynq |
0.077
|
0.069
|
0.91×
|
| twine |
0.067
|
0.073
|
1.09×
|
| packaging |
0.065
|
0.070
|
1.08×
|
| beartype |
0.188
|
0.173
|
0.92×
|
| aiohttp |
0.324
|
0.298
|
0.92×
|
| nox |
0.074
|
0.080
|
1.08×
|
| rich |
0.143
|
0.132
|
0.92×
|
| mitmproxy |
0.322
|
0.296
|
0.92×
|
| optuna |
0.209
|
0.225
|
1.08×
|
| spack |
0.836
|
0.775
|
0.93×
|
| werkzeug |
0.150
|
0.139
|
0.93×
|
| scikit-learn |
4.116
|
4.408
|
1.07×
|
| cwltool |
0.208
|
0.193
|
0.93×
|
| cibuildwheel |
0.078
|
0.073
|
0.93×
|
| pybind11 |
0.104
|
0.097
|
0.93×
|
| downforeveryone |
0.049
|
0.052
|
1.06×
|
| Tanjun |
0.161
|
0.151
|
0.94×
|
| python-htmlgen |
0.054
|
0.058
|
1.06×
|
| operator |
0.148
|
0.158
|
1.06×
|
| pandera |
0.346
|
0.325
|
0.94×
|
| paasta |
0.201
|
0.189
|
0.94×
|
| dragonchain |
0.112
|
0.118
|
1.06×
|
| pylint |
0.128
|
0.121
|
0.94×
|
| httpx-caching |
0.075
|
0.071
|
0.94×
|
| pycryptodome |
0.217
|
0.229
|
1.06×
|
| Expression |
0.093
|
0.088
|
0.94×
|
| arviz |
0.129
|
0.136
|
1.06×
|
| cki-lib |
0.101
|
0.096
|
0.94×
|
| egglog-python |
0.324
|
0.306
|
0.95×
|
| cloud-init |
0.428
|
0.451
|
1.05×
|
| comtypes |
0.142
|
0.149
|
1.05×
|
| ibis |
0.419
|
0.441
|
1.05×
|
| mypy_primer |
0.080
|
0.084
|
1.05×
|
| setuptools |
0.410
|
0.389
|
0.95×
|
| attrs |
0.108
|
0.113
|
1.05×
|
| pywin32 |
0.416
|
0.397
|
0.95×
|
| archinstall |
0.242
|
0.231
|
0.96×
|
| vision |
0.439
|
0.420
|
0.96×
|
| mongo-python-driver |
0.295
|
0.282
|
0.96×
|
| manticore |
3.078
|
2.945
|
0.96×
|
| schemathesis |
0.202
|
0.193
|
0.96×
|
| websockets |
0.087
|
0.084
|
0.96×
|
| sympy |
2.025
|
2.112
|
1.04×
|
| PyWinCtl |
0.087
|
0.084
|
0.96×
|
| poetry |
0.213
|
0.222
|
1.04×
|
| com2ann |
0.076
|
0.079
|
1.04×
|
| kopf |
0.087
|
0.090
|
1.04×
|
| async-utils |
0.065
|
0.068
|
1.04×
|
| zulip |
1.029
|
0.987
|
0.96×
|
| schema_salad |
0.171
|
0.178
|
1.04×
|
| pyodide |
0.221
|
0.229
|
1.04×
|
| pyproject-metadata |
0.070
|
0.067
|
0.96×
|
| anyio |
0.146
|
0.152
|
1.04×
|
| mkdocs |
0.132
|
0.137
|
1.04×
|
| artigraph |
0.099
|
0.103
|
1.04×
|
| altair |
0.376
|
0.362
|
0.96×
|
| itsdangerous |
0.045
|
0.044
|
0.96×
|
| paroxython |
0.062
|
0.064
|
1.04×
|
| django-stubs |
0.266
|
0.275
|
1.03×
|
| more-itertools |
0.125
|
0.129
|
1.03×
|
| porcupine |
0.108
|
0.105
|
0.97×
|
| nionutils |
0.090
|
0.087
|
0.97×
|
| python-sop |
0.075
|
0.077
|
1.03×
|
| openlibrary |
0.249
|
0.257
|
1.03×
|
| apprise |
0.296
|
0.287
|
0.97×
|
| sockeye |
0.120
|
0.116
|
0.97×
|
| pandas-stubs |
14.217
|
13.768
|
0.97×
|
| starlette |
0.108
|
0.105
|
0.97×
|
| pyppeteer |
0.075
|
0.078
|
1.03×
|
| prefect |
0.811
|
0.788
|
0.97×
|
| scipy |
8.239
|
8.478
|
1.03×
|
| scrapy |
0.281
|
0.288
|
1.03×
|
| stone |
0.178
|
0.183
|
1.03×
|
| flake8-pyi |
0.092
|
0.094
|
1.03×
|
| pyinstrument |
0.071
|
0.069
|
0.97×
|
| scikit-build-core |
0.104
|
0.107
|
1.03×
|
| ignite |
0.248
|
0.242
|
0.97×
|
| xarray |
0.846
|
0.825
|
0.97×
|
| dulwich |
0.346
|
0.338
|
0.97×
|
| jax |
2.060
|
2.112
|
1.03×
|
| boostedblob |
0.106
|
0.103
|
0.98×
|
| alectryon |
0.047
|
0.046
|
0.98×
|
| colour |
10.639
|
10.397
|
0.98×
|
| trio |
0.213
|
0.218
|
1.02×
|
| AutoSplit |
0.155
|
0.158
|
1.02×
|
| aiortc |
0.107
|
0.105
|
0.98×
|
| typeshed-stats |
0.146
|
0.149
|
1.02×
|
| mypy-protobuf |
0.110
|
0.112
|
1.02×
|
| antidote |
0.105
|
0.106
|
1.02×
|
| DateType |
0.077
|
0.078
|
1.02×
|
| static-frame |
0.832
|
0.817
|
0.98×
|
| aiohttp-devtools |
0.090
|
0.092
|
1.02×
|
| meson |
0.572
|
0.562
|
0.98×
|
| pytest-robotframework |
0.072
|
0.071
|
0.98×
|
| scipy-stubs |
0.497
|
0.489
|
0.98×
|
| svcs |
0.061
|
0.060
|
0.98×
|
| xarray-dataclasses |
0.223
|
0.227
|
1.02×
|
| core |
3.084
|
3.034
|
0.98×
|
| ppb-vector |
0.051
|
0.052
|
1.02×
|
| check-jsonschema |
0.060
|
0.061
|
1.02×
|
| pwndbg |
0.374
|
0.368
|
0.99×
|
| aioredis |
0.160
|
0.157
|
0.99×
|
| pyjwt |
0.063
|
0.062
|
0.99×
|
| mkosi |
0.207
|
0.210
|
1.01×
|
| cryptography |
0.256
|
0.259
|
1.01×
|
| django-test-migrations |
0.039
|
0.040
|
1.01×
|
| jinja |
0.196
|
0.194
|
0.99×
|
| janus |
0.078
|
0.079
|
1.01×
|
| parso |
0.299
|
0.296
|
0.99×
|
| pylox |
0.084
|
0.083
|
0.99×
|
| kornia |
0.204
|
0.207
|
1.01×
|
| imagehash |
0.159
|
0.161
|
1.01×
|
| black |
0.121
|
0.122
|
1.01×
|
| hydpy |
0.647
|
0.640
|
0.99×
|
| freqtrade |
0.981
|
0.971
|
0.99×
|
| yarl |
0.072
|
0.072
|
1.01×
|
| speedrun.com_global_scoreboard_webapp |
0.085
|
0.086
|
1.01×
|
| streamlit |
0.221
|
0.223
|
1.01×
|
| zope.interface |
0.128
|
0.127
|
0.99×
|
| build |
0.072
|
0.073
|
1.01×
|
| urllib3 |
0.157
|
0.159
|
1.01×
|
| tornado |
0.220
|
0.222
|
1.01×
|
| materialize |
0.482
|
0.485
|
1.01×
|
| pegen |
0.053
|
0.053
|
0.99×
|
| rotki |
0.703
|
0.699
|
0.99×
|
| python-chess |
0.179
|
0.180
|
1.01×
|
| pydantic |
0.302
|
0.301
|
0.99×
|
| psycopg |
0.244
|
0.245
|
1.00×
|
| PyGithub |
0.289
|
0.288
|
1.00×
|
| sphinx |
0.361
|
0.360
|
1.00×
|
| koda-validate |
0.096
|
0.097
|
1.00×
|
| zipp |
0.062
|
0.062
|
1.00×
|
| pytest |
0.302
|
0.303
|
1.00×
|
| numpy-stl |
0.440
|
0.439
|
1.00×
|
| mypy |
1.087
|
1.085
|
1.00×
|
| bokeh |
0.271
|
0.271
|
1.00×
|
| pyp |
0.089
|
0.089
|
1.00×
|
| rclip |
0.123
|
0.123
|
1.00×
|
| bidict |
0.055
|
0.055
|
1.00×
|
| dedupe |
0.101
|
0.101
|
1.00×
|
| dd-trace-py |
1.166
|
1.167
|
1.00×
|
| strawberry |
0.183
|
0.183
|
1.00×
|
| git-revise |
0.075
|
0.075
|
1.00×
|