ty timing diff report
Summary Statistics
7
Speedups (factor < 0.9)
16
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pandas |
1.282
|
1.807
|
1.41×
|
| setuptools |
0.444
|
0.343
|
0.77×
|
| pandera |
0.341
|
0.417
|
1.22×
|
| xarray |
0.924
|
1.116
|
1.21×
|
| build |
0.065
|
0.078
|
1.19×
|
| ibis |
0.449
|
0.527
|
1.17×
|
| mongo-python-driver |
0.254
|
0.296
|
1.17×
|
| pegen |
0.054
|
0.062
|
1.15×
|
| sympy |
2.182
|
2.495
|
1.14×
|
| pwndbg |
0.284
|
0.324
|
1.14×
|
| trio |
0.222
|
0.191
|
0.86×
|
| packaging |
0.066
|
0.074
|
1.12×
|
| cryptography |
0.279
|
0.245
|
0.88×
|
| downforeveryone |
0.045
|
0.050
|
1.12×
|
| anyio |
0.166
|
0.146
|
0.88×
|
| pip |
0.440
|
0.389
|
0.88×
|
| porcupine |
0.098
|
0.109
|
1.12×
|
| asynq |
0.080
|
0.071
|
0.89×
|
| bidict |
0.055
|
0.061
|
1.11×
|
| apprise |
0.329
|
0.294
|
0.89×
|
| cwltool |
0.225
|
0.248
|
1.11×
|
| archinstall |
0.217
|
0.239
|
1.10×
|
| django-test-migrations |
0.042
|
0.047
|
1.10×
|
| rotki |
0.674
|
0.738
|
1.09×
|
| alerta |
0.156
|
0.141
|
0.91×
|
| kornia |
0.199
|
0.218
|
1.09×
|
| urllib3 |
0.150
|
0.164
|
1.09×
|
| beartype |
0.184
|
0.167
|
0.91×
|
| svcs |
0.065
|
0.059
|
0.91×
|
| starlette |
0.103
|
0.112
|
1.09×
|
| zope.interface |
0.137
|
0.125
|
0.91×
|
| materialize |
0.433
|
0.470
|
1.08×
|
| paasta |
0.195
|
0.211
|
1.08×
|
| sockeye |
0.121
|
0.111
|
0.92×
|
| async-utils |
0.063
|
0.068
|
1.08×
|
| dd-trace-py |
1.146
|
1.229
|
1.07×
|
| strawberry |
0.180
|
0.167
|
0.93×
|
| scikit-learn |
4.479
|
4.799
|
1.07×
|
| meson |
0.553
|
0.592
|
1.07×
|
| werkzeug |
0.142
|
0.152
|
1.07×
|
| schema_salad |
0.172
|
0.183
|
1.07×
|
| pybind11 |
0.100
|
0.107
|
1.06×
|
| hydra-zen |
0.219
|
0.205
|
0.94×
|
| pytest |
0.300
|
0.281
|
0.94×
|
| pycryptodome |
0.224
|
0.237
|
1.06×
|
| paroxython |
0.068
|
0.073
|
1.06×
|
| more-itertools |
0.122
|
0.115
|
0.94×
|
| bandersnatch |
0.092
|
0.086
|
0.94×
|
| discord.py |
0.378
|
0.355
|
0.94×
|
| nox |
0.078
|
0.082
|
1.06×
|
| dulwich |
0.342
|
0.321
|
0.94×
|
| aioredis |
0.153
|
0.162
|
1.06×
|
| python-htmlgen |
0.053
|
0.056
|
1.06×
|
| manticore |
3.147
|
2.965
|
0.94×
|
| pytest-robotframework |
0.068
|
0.072
|
1.06×
|
| altair |
0.392
|
0.370
|
0.94×
|
| zulip |
1.093
|
1.031
|
0.94×
|
| scrapy |
0.300
|
0.316
|
1.06×
|
| streamlit |
0.227
|
0.215
|
0.95×
|
| cibuildwheel |
0.085
|
0.080
|
0.95×
|
| speedrun.com_global_scoreboard_webapp |
0.087
|
0.083
|
0.95×
|
| flake8-pyi |
0.096
|
0.091
|
0.95×
|
| python-sop |
0.067
|
0.071
|
1.05×
|
| mitmproxy |
0.377
|
0.357
|
0.95×
|
| pyppeteer |
0.077
|
0.081
|
1.05×
|
| yarl |
0.075
|
0.072
|
0.95×
|
| PyWinCtl |
0.083
|
0.087
|
1.05×
|
| aiortc |
0.105
|
0.099
|
0.95×
|
| spack |
0.765
|
0.802
|
1.05×
|
| django-stubs |
0.274
|
0.287
|
1.05×
|
| pyp |
0.083
|
0.087
|
1.05×
|
| dedupe |
0.089
|
0.093
|
1.05×
|
| DateType |
0.080
|
0.077
|
0.95×
|
| websockets |
0.091
|
0.095
|
1.05×
|
| black |
0.132
|
0.126
|
0.96×
|
| boostedblob |
0.103
|
0.108
|
1.04×
|
| dragonchain |
0.117
|
0.112
|
0.96×
|
| alectryon |
0.046
|
0.048
|
1.04×
|
| operator |
0.142
|
0.148
|
1.04×
|
| twine |
0.071
|
0.069
|
0.96×
|
| imagehash |
0.156
|
0.162
|
1.04×
|
| scipy |
8.537
|
8.854
|
1.04×
|
| static-frame |
0.819
|
0.848
|
1.04×
|
| com2ann |
0.078
|
0.081
|
1.04×
|
| openlibrary |
0.236
|
0.228
|
0.97×
|
| AutoSplit |
0.155
|
0.161
|
1.03×
|
| pylox |
0.074
|
0.072
|
0.97×
|
| scipy-stubs |
0.537
|
0.520
|
0.97×
|
| vision |
0.440
|
0.454
|
1.03×
|
| nionutils |
0.083
|
0.085
|
1.03×
|
| pydantic |
0.305
|
0.295
|
0.97×
|
| bokeh |
0.267
|
0.275
|
1.03×
|
| pandas-stubs |
14.086
|
13.650
|
0.97×
|
| hydpy |
0.602
|
0.620
|
1.03×
|
| Tanjun |
0.163
|
0.158
|
0.97×
|
| PyGithub |
0.286
|
0.294
|
1.03×
|
| Expression |
0.088
|
0.091
|
1.03×
|
| cki-lib |
0.101
|
0.098
|
0.97×
|
| mypy-protobuf |
0.116
|
0.119
|
1.02×
|
| comtypes |
0.142
|
0.146
|
1.02×
|
| schemathesis |
0.198
|
0.193
|
0.98×
|
| zipp |
0.060
|
0.061
|
1.02×
|
| rclip |
0.122
|
0.124
|
1.02×
|
| pyodide |
0.225
|
0.230
|
1.02×
|
| optuna |
0.237
|
0.232
|
0.98×
|
| kopf |
0.085
|
0.083
|
0.98×
|
| pyinstrument |
0.068
|
0.066
|
0.98×
|
| pyproject-metadata |
0.069
|
0.070
|
1.02×
|
| xarray-dataclasses |
0.224
|
0.229
|
1.02×
|
| python-chess |
0.185
|
0.181
|
0.98×
|
| attrs |
0.112
|
0.114
|
1.02×
|
| flake8 |
0.068
|
0.067
|
0.98×
|
| aiohttp |
0.292
|
0.286
|
0.98×
|
| pywin32 |
0.411
|
0.402
|
0.98×
|
| rich |
0.139
|
0.136
|
0.98×
|
| prefect |
0.822
|
0.806
|
0.98×
|
| core |
3.084
|
3.139
|
1.02×
|
| scikit-build-core |
0.108
|
0.106
|
0.98×
|
| aiohttp-devtools |
0.081
|
0.083
|
1.02×
|
| mkosi |
0.214
|
0.211
|
0.98×
|
| pylint |
0.127
|
0.125
|
0.98×
|
| ppb-vector |
0.055
|
0.056
|
1.02×
|
| parso |
0.292
|
0.297
|
1.02×
|
| git-revise |
0.077
|
0.075
|
0.98×
|
| jax |
2.140
|
2.106
|
0.98×
|
| sphinx |
0.363
|
0.357
|
0.98×
|
| artigraph |
0.095
|
0.094
|
0.99×
|
| koda-validate |
0.098
|
0.100
|
1.01×
|
| ignite |
0.253
|
0.250
|
0.99×
|
| freqtrade |
1.003
|
0.992
|
0.99×
|
| mkdocs |
0.133
|
0.132
|
0.99×
|
| egglog-python |
0.308
|
0.311
|
1.01×
|
| graphql-core |
0.290
|
0.293
|
1.01×
|
| check-jsonschema |
0.056
|
0.056
|
1.01×
|
| dacite |
0.043
|
0.043
|
0.99×
|
| colour |
10.756
|
10.858
|
1.01×
|
| mypy_primer |
0.089
|
0.088
|
0.99×
|
| antidote |
0.103
|
0.104
|
1.01×
|
| janus |
0.082
|
0.083
|
1.01×
|
| jinja |
0.186
|
0.185
|
0.99×
|
| poetry |
0.225
|
0.226
|
1.01×
|
| stone |
0.189
|
0.188
|
1.00×
|
| arviz |
0.138
|
0.138
|
1.00×
|
| isort |
0.675
|
0.672
|
1.00×
|
| mypy |
1.118
|
1.121
|
1.00×
|
| tornado |
0.224
|
0.225
|
1.00×
|
| itsdangerous |
0.048
|
0.048
|
1.00×
|
| numpy-stl |
0.439
|
0.438
|
1.00×
|
| httpx-caching |
0.070
|
0.070
|
1.00×
|
| pyjwt |
0.065
|
0.065
|
1.00×
|
| typeshed-stats |
0.150
|
0.150
|
1.00×
|
| psycopg |
0.257
|
0.257
|
1.00×
|
| cloud-init |
0.449
|
0.448
|
1.00×
|