ty timing diff report
Summary Statistics
7
Speedups (factor < 0.9)
6
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| mitmproxy |
0.379
|
0.296
|
0.78×
|
| pandas |
1.937
|
1.529
|
0.79×
|
| optuna |
0.199
|
0.236
|
1.19×
|
| xarray |
1.038
|
0.894
|
0.86×
|
| egglog-python |
0.316
|
0.359
|
1.14×
|
| hydpy |
0.684
|
0.597
|
0.87×
|
| trio |
0.238
|
0.209
|
0.88×
|
| alerta |
0.140
|
0.156
|
1.12×
|
| scrapy |
0.292
|
0.326
|
1.12×
|
| boostedblob |
0.101
|
0.112
|
1.11×
|
| pandera |
0.426
|
0.380
|
0.89×
|
| spack |
0.849
|
0.758
|
0.89×
|
| nox |
0.080
|
0.089
|
1.10×
|
| mongo-python-driver |
0.319
|
0.287
|
0.90×
|
| dacite |
0.040
|
0.044
|
1.09×
|
| dragonchain |
0.107
|
0.117
|
1.09×
|
| pwndbg |
0.298
|
0.325
|
1.09×
|
| pytest-robotframework |
0.067
|
0.073
|
1.08×
|
| vision |
0.417
|
0.452
|
1.08×
|
| pywin32 |
0.414
|
0.449
|
1.08×
|
| graphql-core |
0.304
|
0.280
|
0.92×
|
| scikit-learn |
4.663
|
4.304
|
0.92×
|
| bidict |
0.057
|
0.061
|
1.08×
|
| operator |
0.139
|
0.149
|
1.08×
|
| packaging |
0.066
|
0.071
|
1.08×
|
| more-itertools |
0.121
|
0.130
|
1.07×
|
| numpy-stl |
0.441
|
0.409
|
0.93×
|
| openlibrary |
0.257
|
0.238
|
0.93×
|
| ppb-vector |
0.051
|
0.054
|
1.07×
|
| pycryptodome |
0.235
|
0.219
|
0.93×
|
| aiohttp |
0.300
|
0.319
|
1.07×
|
| discord.py |
0.382
|
0.407
|
1.07×
|
| websockets |
0.083
|
0.089
|
1.06×
|
| setuptools |
0.388
|
0.363
|
0.94×
|
| pytest |
0.296
|
0.315
|
1.06×
|
| scipy |
9.159
|
8.587
|
0.94×
|
| svcs |
0.061
|
0.065
|
1.06×
|
| porcupine |
0.108
|
0.114
|
1.06×
|
| werkzeug |
0.141
|
0.149
|
1.06×
|
| artigraph |
0.109
|
0.103
|
0.94×
|
| freqtrade |
1.017
|
0.963
|
0.95×
|
| zulip |
1.002
|
1.054
|
1.05×
|
| django-stubs |
0.275
|
0.290
|
1.05×
|
| yarl |
0.073
|
0.076
|
1.05×
|
| rclip |
0.119
|
0.113
|
0.95×
|
| pylint |
0.133
|
0.127
|
0.95×
|
| django-test-migrations |
0.040
|
0.042
|
1.05×
|
| paasta |
0.209
|
0.199
|
0.95×
|
| jax |
2.130
|
2.231
|
1.05×
|
| pip |
0.435
|
0.415
|
0.95×
|
| imagehash |
0.156
|
0.163
|
1.05×
|
| sympy |
2.374
|
2.266
|
0.95×
|
| xarray-dataclasses |
0.225
|
0.235
|
1.05×
|
| flake8-pyi |
0.095
|
0.091
|
0.96×
|
| pyp |
0.086
|
0.090
|
1.04×
|
| janus |
0.083
|
0.079
|
0.96×
|
| com2ann |
0.075
|
0.078
|
1.04×
|
| rich |
0.138
|
0.144
|
1.04×
|
| git-revise |
0.075
|
0.078
|
1.04×
|
| mkdocs |
0.141
|
0.136
|
0.96×
|
| rotki |
0.696
|
0.724
|
1.04×
|
| pyodide |
0.228
|
0.237
|
1.04×
|
| schemathesis |
0.199
|
0.192
|
0.96×
|
| pybind11 |
0.105
|
0.101
|
0.96×
|
| stone |
0.189
|
0.196
|
1.04×
|
| build |
0.070
|
0.072
|
1.04×
|
| Expression |
0.093
|
0.090
|
0.96×
|
| PyWinCtl |
0.087
|
0.091
|
1.04×
|
| hydra-zen |
0.220
|
0.228
|
1.04×
|
| aiortc |
0.105
|
0.109
|
1.04×
|
| attrs |
0.113
|
0.117
|
1.04×
|
| mypy_primer |
0.089
|
0.086
|
0.96×
|
| parso |
0.289
|
0.299
|
1.03×
|
| asynq |
0.071
|
0.074
|
1.03×
|
| alectryon |
0.048
|
0.050
|
1.03×
|
| PyGithub |
0.293
|
0.284
|
0.97×
|
| pyinstrument |
0.065
|
0.067
|
1.03×
|
| cryptography |
0.252
|
0.260
|
1.03×
|
| archinstall |
0.219
|
0.225
|
1.03×
|
| cibuildwheel |
0.080
|
0.078
|
0.97×
|
| downforeveryone |
0.046
|
0.047
|
1.03×
|
| dd-trace-py |
1.257
|
1.221
|
0.97×
|
| pyproject-metadata |
0.071
|
0.069
|
0.97×
|
| scikit-build-core |
0.109
|
0.112
|
1.03×
|
| strawberry |
0.185
|
0.180
|
0.97×
|
| check-jsonschema |
0.064
|
0.062
|
0.97×
|
| paroxython |
0.068
|
0.069
|
1.03×
|
| dedupe |
0.095
|
0.098
|
1.03×
|
| urllib3 |
0.156
|
0.160
|
1.03×
|
| mypy-protobuf |
0.119
|
0.122
|
1.03×
|
| python-htmlgen |
0.061
|
0.060
|
0.97×
|
| comtypes |
0.151
|
0.155
|
1.02×
|
| zope.interface |
0.126
|
0.129
|
1.02×
|
| tornado |
0.239
|
0.233
|
0.98×
|
| itsdangerous |
0.047
|
0.046
|
0.98×
|
| bandersnatch |
0.091
|
0.089
|
0.98×
|
| typeshed-stats |
0.152
|
0.148
|
0.98×
|
| pydantic |
0.302
|
0.295
|
0.98×
|
| flake8 |
0.071
|
0.069
|
0.98×
|
| colour |
10.958
|
10.730
|
0.98×
|
| python-sop |
0.074
|
0.076
|
1.02×
|
| black |
0.122
|
0.120
|
0.98×
|
| DateType |
0.079
|
0.078
|
0.98×
|
| materialize |
0.491
|
0.482
|
0.98×
|
| schema_salad |
0.182
|
0.179
|
0.98×
|
| scipy-stubs |
0.512
|
0.520
|
1.02×
|
| manticore |
3.019
|
2.968
|
0.98×
|
| anyio |
0.155
|
0.152
|
0.98×
|
| jinja |
0.192
|
0.189
|
0.98×
|
| sockeye |
0.124
|
0.122
|
0.98×
|
| kornia |
0.210
|
0.207
|
0.98×
|
| ignite |
0.248
|
0.252
|
1.02×
|
| ibis |
0.454
|
0.447
|
0.98×
|
| static-frame |
0.900
|
0.886
|
0.98×
|
| pandas-stubs |
14.441
|
14.231
|
0.99×
|
| aioredis |
0.162
|
0.159
|
0.99×
|
| meson |
0.583
|
0.575
|
0.99×
|
| zipp |
0.065
|
0.066
|
1.01×
|
| poetry |
0.238
|
0.241
|
1.01×
|
| python-chess |
0.190
|
0.192
|
1.01×
|
| dulwich |
0.349
|
0.345
|
0.99×
|
| pylox |
0.077
|
0.078
|
1.01×
|
| pyppeteer |
0.080
|
0.079
|
0.99×
|
| async-utils |
0.068
|
0.068
|
1.01×
|
| nionutils |
0.086
|
0.087
|
1.01×
|
| isort |
0.666
|
0.659
|
0.99×
|
| altair |
0.383
|
0.387
|
1.01×
|
| kopf |
0.088
|
0.089
|
1.01×
|
| aiohttp-devtools |
0.091
|
0.091
|
0.99×
|
| AutoSplit |
0.166
|
0.167
|
1.01×
|
| koda-validate |
0.098
|
0.099
|
1.01×
|
| Tanjun |
0.166
|
0.165
|
0.99×
|
| cwltool |
0.188
|
0.190
|
1.01×
|
| twine |
0.075
|
0.076
|
1.01×
|
| mkosi |
0.221
|
0.220
|
0.99×
|
| sphinx |
0.356
|
0.359
|
1.01×
|
| pyjwt |
0.063
|
0.062
|
0.99×
|
| cki-lib |
0.099
|
0.098
|
0.99×
|
| mypy |
1.091
|
1.084
|
0.99×
|
| beartype |
0.171
|
0.169
|
0.99×
|
| pegen |
0.052
|
0.052
|
0.99×
|
| antidote |
0.112
|
0.111
|
1.00×
|
| cloud-init |
0.454
|
0.452
|
1.00×
|
| starlette |
0.108
|
0.108
|
1.00×
|
| bokeh |
0.319
|
0.318
|
1.00×
|
| core |
3.072
|
3.084
|
1.00×
|
| streamlit |
0.225
|
0.225
|
1.00×
|
| apprise |
0.305
|
0.306
|
1.00×
|
| prefect |
0.819
|
0.821
|
1.00×
|
| httpx-caching |
0.072
|
0.073
|
1.00×
|
| psycopg |
0.256
|
0.256
|
1.00×
|
| arviz |
0.135
|
0.135
|
1.00×
|
| speedrun.com_global_scoreboard_webapp |
0.090
|
0.090
|
1.00×
|