ty timing diff report
Summary Statistics
1
Speedups (factor < 0.9)
5
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pandas-stubs |
1.537
|
2.437
|
1.58×
|
| apprise |
0.238
|
0.334
|
1.41×
|
| setuptools |
0.328
|
0.431
|
1.32×
|
| paasta |
0.173
|
0.192
|
1.11×
|
| porcupine |
0.095
|
0.085
|
0.89×
|
| altair |
0.327
|
0.360
|
1.10×
|
| attrs |
0.088
|
0.096
|
1.10×
|
| hydra-zen |
0.192
|
0.211
|
1.10×
|
| more-itertools |
0.085
|
0.093
|
1.09×
|
| meson |
0.501
|
0.454
|
0.91×
|
| arviz |
0.191
|
0.209
|
1.09×
|
| freqtrade |
0.354
|
0.386
|
1.09×
|
| scipy |
7.021
|
7.616
|
1.08×
|
| python-htmlgen |
0.052
|
0.057
|
1.08×
|
| sphinx |
0.279
|
0.302
|
1.08×
|
| jax |
1.160
|
1.067
|
0.92×
|
| scikit-build-core |
0.090
|
0.097
|
1.08×
|
| dulwich |
0.219
|
0.236
|
1.07×
|
| schemathesis |
0.157
|
0.146
|
0.93×
|
| hydpy |
0.569
|
0.610
|
1.07×
|
| discord.py |
0.421
|
0.451
|
1.07×
|
| itsdangerous |
0.043
|
0.040
|
0.93×
|
| pyinstrument |
0.060
|
0.056
|
0.93×
|
| dedupe |
0.083
|
0.088
|
1.07×
|
| pyppeteer |
0.069
|
0.074
|
1.07×
|
| streamlit |
0.173
|
0.184
|
1.07×
|
| pwndbg |
0.223
|
0.237
|
1.07×
|
| materialize |
0.325
|
0.304
|
0.94×
|
| python-chess |
0.144
|
0.154
|
1.06×
|
| spack |
0.629
|
0.668
|
1.06×
|
| anyio |
0.126
|
0.134
|
1.06×
|
| pyp |
0.076
|
0.080
|
1.06×
|
| scipy-stubs |
0.480
|
0.507
|
1.06×
|
| mitmproxy |
0.298
|
0.281
|
0.94×
|
| pyodide |
0.134
|
0.126
|
0.94×
|
| archinstall |
0.243
|
0.257
|
1.05×
|
| mypy-protobuf |
0.095
|
0.100
|
1.05×
|
| pydantic |
35.790
|
37.676
|
1.05×
|
| graphql-core |
0.162
|
0.171
|
1.05×
|
| strawberry |
0.451
|
0.475
|
1.05×
|
| speedrun.com_global_scoreboard_webapp |
0.076
|
0.079
|
1.05×
|
| urllib3 |
0.129
|
0.136
|
1.05×
|
| pip |
0.519
|
0.545
|
1.05×
|
| pywin32 |
0.341
|
0.357
|
1.05×
|
| bokeh |
0.228
|
0.218
|
0.95×
|
| werkzeug |
0.121
|
0.127
|
1.05×
|
| httpx-caching |
0.063
|
0.066
|
1.05×
|
| Expression |
0.076
|
0.080
|
1.05×
|
| mkdocs |
0.122
|
0.128
|
1.05×
|
| python-sop |
0.065
|
0.068
|
1.05×
|
| pybind11 |
0.094
|
0.098
|
1.05×
|
| colour |
5.478
|
5.720
|
1.04×
|
| ignite |
0.201
|
0.210
|
1.04×
|
| tornado |
0.198
|
0.206
|
1.04×
|
| artigraph |
0.101
|
0.105
|
1.04×
|
| schema_salad |
0.176
|
0.170
|
0.96×
|
| aiortc |
0.090
|
0.094
|
1.04×
|
| antidote |
0.160
|
0.167
|
1.04×
|
| DateType |
0.067
|
0.069
|
1.04×
|
| dacite |
0.040
|
0.038
|
0.96×
|
| janus |
0.071
|
0.074
|
1.04×
|
| build |
0.064
|
0.062
|
0.96×
|
| pandas |
1.021
|
1.057
|
1.04×
|
| mongo-python-driver |
0.194
|
0.187
|
0.96×
|
| twine |
0.066
|
0.068
|
1.03×
|
| pylint |
0.100
|
0.103
|
1.03×
|
| mkosi |
0.176
|
0.182
|
1.03×
|
| comtypes |
0.121
|
0.117
|
0.97×
|
| aioredis |
0.135
|
0.131
|
0.97×
|
| alerta |
0.117
|
0.121
|
1.03×
|
| operator |
0.136
|
0.132
|
0.97×
|
| isort |
0.073
|
0.071
|
0.97×
|
| xarray-dataclasses |
0.024
|
0.023
|
0.97×
|
| stone |
0.137
|
0.133
|
0.97×
|
| black |
0.088
|
0.085
|
0.97×
|
| xarray |
1.062
|
1.032
|
0.97×
|
| pyjwt |
0.057
|
0.059
|
1.03×
|
| aiohttp-devtools |
0.077
|
0.079
|
1.03×
|
| psycopg |
0.210
|
0.216
|
1.03×
|
| openlibrary |
0.202
|
0.207
|
1.03×
|
| PyGithub |
0.258
|
0.252
|
0.97×
|
| cibuildwheel |
0.068
|
0.070
|
1.02×
|
| mypy |
0.843
|
0.864
|
1.02×
|
| bandersnatch |
0.074
|
0.076
|
1.02×
|
| zope.interface |
0.116
|
0.114
|
0.98×
|
| PyWinCtl |
0.071
|
0.073
|
1.02×
|
| nionutils |
0.086
|
0.084
|
0.98×
|
| parso |
0.080
|
0.078
|
0.98×
|
| asynq |
0.064
|
0.063
|
0.98×
|
| jinja |
0.216
|
0.220
|
1.02×
|
| static-frame |
0.665
|
0.651
|
0.98×
|
| mypy_primer |
0.075
|
0.077
|
1.02×
|
| downforeveryone |
0.045
|
0.044
|
0.98×
|
| zipp |
0.060
|
0.061
|
1.02×
|
| cwltool |
0.207
|
0.203
|
0.98×
|
| cloud-init |
0.377
|
0.370
|
0.98×
|
| kopf |
0.086
|
0.084
|
0.98×
|
| bidict |
0.051
|
0.050
|
0.98×
|
| rich |
0.123
|
0.125
|
1.02×
|
| nox |
0.073
|
0.074
|
1.02×
|
| pandera |
0.342
|
0.337
|
0.99×
|
| dragonchain |
0.100
|
0.099
|
0.99×
|
| check-jsonschema |
0.057
|
0.057
|
1.01×
|
| django-test-migrations |
0.034
|
0.034
|
0.99×
|
| poetry |
0.200
|
0.197
|
0.99×
|
| optuna |
0.196
|
0.193
|
0.99×
|
| trio |
0.159
|
0.157
|
0.99×
|
| flake8-pyi |
0.092
|
0.093
|
1.01×
|
| dd-trace-py |
0.936
|
0.949
|
1.01×
|
| zulip |
0.886
|
0.898
|
1.01×
|
| cki-lib |
0.089
|
0.090
|
1.01×
|
| scrapy |
0.265
|
0.262
|
0.99×
|
| boostedblob |
0.093
|
0.094
|
1.01×
|
| alectryon |
0.042
|
0.042
|
0.99×
|
| Tanjun |
0.144
|
0.146
|
1.01×
|
| core |
2.548
|
2.525
|
0.99×
|
| beartype |
0.093
|
0.094
|
1.01×
|
| paroxython |
0.057
|
0.056
|
0.99×
|
| com2ann |
0.068
|
0.067
|
0.99×
|
| pycryptodome |
0.180
|
0.178
|
0.99×
|
| pylox |
1.050
|
1.041
|
0.99×
|
| packaging |
0.063
|
0.063
|
1.01×
|
| rotki |
0.829
|
0.823
|
0.99×
|
| yarl |
0.064
|
0.064
|
1.01×
|
| sockeye |
0.102
|
0.103
|
1.01×
|
| typeshed-stats |
0.133
|
0.134
|
1.01×
|
| starlette |
0.090
|
0.090
|
1.01×
|
| sympy |
1.668
|
1.658
|
0.99×
|
| aiohttp |
0.121
|
0.120
|
0.99×
|
| ibis |
0.380
|
0.378
|
0.99×
|
| flake8 |
0.063
|
0.063
|
1.00×
|
| svcs |
0.053
|
0.053
|
1.00×
|
| pyproject-metadata |
0.064
|
0.063
|
1.00×
|
| imagehash |
0.126
|
0.127
|
1.00×
|
| vision |
0.387
|
0.385
|
1.00×
|
| pegen |
0.051
|
0.051
|
1.00×
|
| websockets |
0.080
|
0.080
|
1.00×
|
| ppb-vector |
0.048
|
0.047
|
1.00×
|
| manticore |
2.074
|
2.081
|
1.00×
|
| pytest |
0.256
|
0.256
|
1.00×
|
| kornia |
0.188
|
0.189
|
1.00×
|
| koda-validate |
0.114
|
0.114
|
1.00×
|
| async-utils |
0.064
|
0.065
|
1.00×
|
| AutoSplit |
0.141
|
0.141
|
1.00×
|
| django-stubs |
0.212
|
0.211
|
1.00×
|
| git-revise |
0.065
|
0.065
|
1.00×
|
| pytest-robotframework |
0.069
|
0.069
|
1.00×
|
| rclip |
0.108
|
0.108
|
1.00×
|
| prefect |
0.791
|
0.792
|
1.00×
|
| egglog-python |
14.957
|
14.954
|
1.00×
|
| scikit-learn |
1.802
|
1.802
|
1.00×
|