ty timing diff report
Summary Statistics
5
Speedups (factor < 0.9)
6
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pytest |
0.198
|
0.295
|
1.49×
|
| optuna |
0.195
|
0.267
|
1.37×
|
| mitmproxy |
0.205
|
0.268
|
1.31×
|
| PyGithub |
0.218
|
0.278
|
1.27×
|
| scipy |
10.925
|
8.460
|
0.77×
|
| scikit-learn |
3.081
|
2.484
|
0.81×
|
| asynq |
0.062
|
0.054
|
0.87×
|
| ibis |
0.368
|
0.322
|
0.88×
|
| boostedblob |
0.099
|
0.087
|
0.88×
|
| ppb-vector |
0.041
|
0.046
|
1.11×
|
| spack |
0.671
|
0.742
|
1.11×
|
| materialize |
0.258
|
0.284
|
1.10×
|
| beartype |
0.085
|
0.079
|
0.92×
|
| vision |
0.527
|
0.487
|
0.92×
|
| mongo-python-driver |
0.177
|
0.190
|
1.08×
|
| arviz |
0.301
|
0.280
|
0.93×
|
| colour |
4.865
|
5.210
|
1.07×
|
| kornia |
0.184
|
0.196
|
1.07×
|
| pyodide |
0.125
|
0.116
|
0.93×
|
| isort |
0.077
|
0.072
|
0.93×
|
| apprise |
0.337
|
0.359
|
1.07×
|
| packaging |
0.056
|
0.060
|
1.06×
|
| poetry |
0.195
|
0.207
|
1.06×
|
| pycryptodome |
0.232
|
0.247
|
1.06×
|
| mkosi |
0.188
|
0.200
|
1.06×
|
| sphinx |
0.305
|
0.324
|
1.06×
|
| rotki |
0.881
|
0.934
|
1.06×
|
| jax |
1.628
|
1.725
|
1.06×
|
| comtypes |
0.115
|
0.121
|
1.06×
|
| dragonchain |
0.084
|
0.089
|
1.06×
|
| freqtrade |
0.423
|
0.447
|
1.06×
|
| cki-lib |
0.095
|
0.090
|
0.94×
|
| static-frame |
0.890
|
0.841
|
0.94×
|
| PyWinCtl |
0.075
|
0.079
|
1.05×
|
| cwltool |
0.243
|
0.256
|
1.05×
|
| twine |
0.068
|
0.064
|
0.95×
|
| pylint |
0.100
|
0.105
|
1.05×
|
| dd-trace-py |
1.074
|
1.019
|
0.95×
|
| scikit-build-core |
0.104
|
0.099
|
0.95×
|
| django-test-migrations |
0.028
|
0.030
|
1.05×
|
| xarray-dataclasses |
0.013
|
0.013
|
1.05×
|
| schemathesis |
0.153
|
0.145
|
0.95×
|
| imagehash |
0.144
|
0.151
|
1.05×
|
| speedrun.com_global_scoreboard_webapp |
0.079
|
0.083
|
1.05×
|
| streamlit |
0.174
|
0.167
|
0.95×
|
| sockeye |
0.109
|
0.114
|
1.05×
|
| aiohttp |
0.115
|
0.120
|
1.04×
|
| pybind11 |
0.071
|
0.074
|
1.04×
|
| alerta |
0.109
|
0.114
|
1.04×
|
| alectryon |
0.037
|
0.036
|
0.96×
|
| more-itertools |
0.099
|
0.103
|
1.04×
|
| schema_salad |
0.200
|
0.192
|
0.96×
|
| openlibrary |
0.194
|
0.187
|
0.96×
|
| mkdocs |
0.123
|
0.118
|
0.96×
|
| websockets |
0.082
|
0.085
|
1.04×
|
| pip |
0.642
|
0.617
|
0.96×
|
| python-htmlgen |
0.044
|
0.046
|
1.04×
|
| typeshed-stats |
0.139
|
0.144
|
1.04×
|
| ignite |
0.183
|
0.190
|
1.04×
|
| manticore |
3.270
|
3.393
|
1.04×
|
| pwndbg |
0.325
|
0.313
|
0.96×
|
| hydra-zen |
0.203
|
0.211
|
1.04×
|
| xarray |
1.167
|
1.209
|
1.04×
|
| pyinstrument |
0.060
|
0.062
|
1.04×
|
| scrapy |
0.214
|
0.221
|
1.04×
|
| itsdangerous |
0.035
|
0.034
|
0.97×
|
| stone |
0.122
|
0.126
|
1.03×
|
| antidote |
0.221
|
0.213
|
0.97×
|
| flake8-pyi |
0.096
|
0.099
|
1.03×
|
| trio |
0.148
|
0.143
|
0.97×
|
| psycopg |
0.162
|
0.167
|
1.03×
|
| pywin32 |
0.314
|
0.304
|
0.97×
|
| meson |
0.683
|
0.663
|
0.97×
|
| hydpy |
0.653
|
0.635
|
0.97×
|
| starlette |
0.078
|
0.076
|
0.97×
|
| aioredis |
0.153
|
0.157
|
1.03×
|
| setuptools |
0.459
|
0.447
|
0.97×
|
| jinja |
0.243
|
0.250
|
1.03×
|
| bidict |
0.049
|
0.048
|
0.97×
|
| svcs |
0.053
|
0.054
|
1.03×
|
| tornado |
0.173
|
0.177
|
1.02×
|
| dacite |
0.032
|
0.033
|
1.02×
|
| mypy_primer |
0.074
|
0.076
|
1.02×
|
| dedupe |
0.100
|
0.103
|
1.02×
|
| koda-validate |
0.118
|
0.121
|
1.02×
|
| async-utils |
0.052
|
0.053
|
1.02×
|
| pyp |
0.079
|
0.077
|
0.98×
|
| cloud-init |
0.423
|
0.432
|
1.02×
|
| bandersnatch |
0.069
|
0.070
|
1.02×
|
| pyppeteer |
0.105
|
0.103
|
0.98×
|
| paroxython |
0.055
|
0.056
|
1.02×
|
| Expression |
0.070
|
0.068
|
0.98×
|
| artigraph |
0.121
|
0.119
|
0.98×
|
| zulip |
1.043
|
1.023
|
0.98×
|
| django-stubs |
0.188
|
0.191
|
1.02×
|
| dulwich |
0.246
|
0.251
|
1.02×
|
| zope.interface |
0.114
|
0.116
|
1.02×
|
| pandas-stubs |
1.596
|
1.623
|
1.02×
|
| urllib3 |
0.130
|
0.132
|
1.02×
|
| bokeh |
0.201
|
0.198
|
0.98×
|
| pandas |
3.089
|
3.039
|
0.98×
|
| downforeveryone |
0.036
|
0.037
|
1.02×
|
| core |
2.318
|
2.281
|
0.98×
|
| rich |
0.142
|
0.140
|
0.98×
|
| strawberry |
0.473
|
0.479
|
1.01×
|
| Tanjun |
0.171
|
0.169
|
0.99×
|
| httpx-caching |
0.063
|
0.064
|
1.01×
|
| sympy |
2.175
|
2.205
|
1.01×
|
| pydantic |
45.639
|
46.264
|
1.01×
|
| pytest-robotframework |
0.064
|
0.063
|
0.99×
|
| black |
0.091
|
0.090
|
0.99×
|
| janus |
0.074
|
0.075
|
1.01×
|
| zipp |
0.052
|
0.051
|
0.99×
|
| python-chess |
0.210
|
0.212
|
1.01×
|
| mypy-protobuf |
0.081
|
0.080
|
0.99×
|
| pegen |
0.050
|
0.050
|
0.99×
|
| porcupine |
0.087
|
0.086
|
0.99×
|
| yarl |
0.064
|
0.065
|
1.01×
|
| nox |
0.072
|
0.073
|
1.01×
|
| DateType |
0.063
|
0.062
|
0.99×
|
| anyio |
0.144
|
0.143
|
0.99×
|
| altair |
0.506
|
0.502
|
0.99×
|
| kopf |
0.107
|
0.108
|
1.01×
|
| flake8 |
0.063
|
0.063
|
1.01×
|
| aiohttp-devtools |
0.084
|
0.085
|
1.01×
|
| mypy |
0.713
|
0.718
|
1.01×
|
| prefect |
0.676
|
0.671
|
0.99×
|
| discord.py |
0.487
|
0.490
|
1.01×
|
| egglog-python |
16.493
|
16.593
|
1.01×
|
| werkzeug |
0.132
|
0.133
|
1.01×
|
| pylox |
1.039
|
1.045
|
1.01×
|
| graphql-core |
0.226
|
0.225
|
0.99×
|
| check-jsonschema |
0.053
|
0.052
|
1.00×
|
| parso |
0.080
|
0.080
|
1.00×
|
| rclip |
0.113
|
0.113
|
1.00×
|
| attrs |
0.091
|
0.091
|
1.00×
|
| python-sop |
0.062
|
0.062
|
1.00×
|
| AutoSplit |
0.180
|
0.179
|
1.00×
|
| nionutils |
0.090
|
0.090
|
1.00×
|
| operator |
0.149
|
0.149
|
1.00×
|
| com2ann |
0.070
|
0.070
|
1.00×
|
| pandera |
0.410
|
0.411
|
1.00×
|
| paasta |
0.194
|
0.195
|
1.00×
|
| git-revise |
0.065
|
0.065
|
1.00×
|
| pyjwt |
0.053
|
0.053
|
1.00×
|
| aiortc |
0.119
|
0.119
|
1.00×
|