ty timing diff report
Summary Statistics
3
Speedups (factor < 0.9)
17
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pip |
0.691
|
0.567
|
0.82×
|
| porcupine |
0.085
|
0.100
|
1.18×
|
| starlette |
0.074
|
0.086
|
1.16×
|
| materialize |
0.293
|
0.337
|
1.15×
|
| core |
2.488
|
2.865
|
1.15×
|
| pywin32 |
0.312
|
0.358
|
1.15×
|
| rotki |
0.989
|
1.129
|
1.14×
|
| sphinx |
0.355
|
0.403
|
1.13×
|
| cwltool |
0.223
|
0.253
|
1.13×
|
| xarray-dataclasses |
0.012
|
0.013
|
1.13×
|
| beartype |
0.089
|
0.078
|
0.87×
|
| graphql-core |
0.220
|
0.248
|
1.13×
|
| prefect |
0.735
|
0.829
|
1.13×
|
| scrapy |
0.248
|
0.279
|
1.12×
|
| kopf |
0.079
|
0.088
|
1.12×
|
| pyinstrument |
0.056
|
0.062
|
1.12×
|
| dragonchain |
0.095
|
0.106
|
1.12×
|
| jax |
1.759
|
1.942
|
1.10×
|
| scipy |
10.897
|
9.783
|
0.90×
|
| ignite |
0.193
|
0.213
|
1.10×
|
| mitmproxy |
0.287
|
0.314
|
1.09×
|
| arviz |
0.312
|
0.341
|
1.09×
|
| pyodide |
0.106
|
0.115
|
1.09×
|
| ibis |
0.372
|
0.406
|
1.09×
|
| spack |
0.715
|
0.650
|
0.91×
|
| werkzeug |
0.134
|
0.147
|
1.09×
|
| cibuildwheel |
0.065
|
0.071
|
1.09×
|
| cloud-init |
0.467
|
0.508
|
1.09×
|
| pandera |
0.476
|
0.519
|
1.09×
|
| pandas |
3.225
|
3.509
|
1.09×
|
| static-frame |
0.935
|
1.017
|
1.09×
|
| sympy |
2.287
|
2.487
|
1.09×
|
| mongo-python-driver |
0.207
|
0.225
|
1.09×
|
| django-test-migrations |
0.027
|
0.029
|
1.09×
|
| zulip |
1.196
|
1.295
|
1.08×
|
| scikit-build-core |
0.103
|
0.112
|
1.08×
|
| python-htmlgen |
0.040
|
0.043
|
1.08×
|
| hydpy |
0.621
|
0.671
|
1.08×
|
| freqtrade |
0.471
|
0.509
|
1.08×
|
| apprise |
0.361
|
0.390
|
1.08×
|
| colour |
6.421
|
6.919
|
1.08×
|
| bokeh |
0.243
|
0.262
|
1.08×
|
| pegen |
0.046
|
0.049
|
1.08×
|
| anyio |
0.140
|
0.150
|
1.07×
|
| vision |
0.514
|
0.552
|
1.07×
|
| paasta |
0.206
|
0.221
|
1.07×
|
| pybind11 |
0.069
|
0.074
|
1.07×
|
| artigraph |
0.113
|
0.121
|
1.07×
|
| hydra-zen |
0.194
|
0.208
|
1.07×
|
| mypy |
0.854
|
0.914
|
1.07×
|
| scikit-learn |
3.086
|
3.287
|
1.06×
|
| nionutils |
0.086
|
0.092
|
1.06×
|
| Expression |
0.064
|
0.068
|
1.06×
|
| urllib3 |
0.138
|
0.146
|
1.06×
|
| optuna |
0.260
|
0.276
|
1.06×
|
| scipy-stubs |
0.554
|
0.586
|
1.06×
|
| dacite |
0.031
|
0.033
|
1.06×
|
| aiohttp |
0.110
|
0.116
|
1.06×
|
| cki-lib |
0.091
|
0.096
|
1.06×
|
| streamlit |
0.187
|
0.197
|
1.05×
|
| parso |
0.075
|
0.078
|
1.05×
|
| pylint |
0.107
|
0.111
|
1.04×
|
| kornia |
0.213
|
0.223
|
1.04×
|
| twine |
0.062
|
0.065
|
1.04×
|
| schemathesis |
0.158
|
0.164
|
1.04×
|
| stone |
0.118
|
0.123
|
1.04×
|
| mypy_primer |
0.072
|
0.075
|
1.04×
|
| python-chess |
0.204
|
0.212
|
1.04×
|
| isort |
0.071
|
0.074
|
1.04×
|
| itsdangerous |
0.032
|
0.033
|
1.04×
|
| alerta |
0.115
|
0.120
|
1.04×
|
| meson |
0.741
|
0.768
|
1.04×
|
| dd-trace-py |
1.162
|
1.204
|
1.04×
|
| psycopg |
0.200
|
0.193
|
0.96×
|
| bidict |
0.047
|
0.049
|
1.04×
|
| aioredis |
0.149
|
0.154
|
1.03×
|
| alectryon |
0.036
|
0.037
|
1.03×
|
| Tanjun |
0.170
|
0.176
|
1.03×
|
| nox |
0.068
|
0.070
|
1.03×
|
| yarl |
0.061
|
0.063
|
1.03×
|
| httpx-caching |
0.061
|
0.063
|
1.03×
|
| manticore |
3.321
|
3.426
|
1.03×
|
| pwndbg |
0.324
|
0.334
|
1.03×
|
| aiohttp-devtools |
0.080
|
0.082
|
1.03×
|
| django-stubs |
0.175
|
0.170
|
0.97×
|
| antidote |
0.249
|
0.257
|
1.03×
|
| asynq |
0.053
|
0.055
|
1.03×
|
| operator |
0.148
|
0.152
|
1.03×
|
| imagehash |
0.145
|
0.149
|
1.03×
|
| mkdocs |
0.122
|
0.125
|
1.03×
|
| build |
0.050
|
0.052
|
1.03×
|
| attrs |
0.092
|
0.094
|
1.03×
|
| pytest-robotframework |
0.062
|
0.061
|
0.97×
|
| PyGithub |
0.301
|
0.309
|
1.02×
|
| discord.py |
0.503
|
0.514
|
1.02×
|
| more-itertools |
0.095
|
0.098
|
1.02×
|
| paroxython |
0.053
|
0.055
|
1.02×
|
| black |
0.088
|
0.090
|
1.02×
|
| typeshed-stats |
0.138
|
0.141
|
1.02×
|
| pyp |
0.078
|
0.079
|
1.02×
|
| boostedblob |
0.089
|
0.091
|
1.02×
|
| ppb-vector |
0.044
|
0.045
|
1.02×
|
| pydantic |
46.325
|
47.320
|
1.02×
|
| pycryptodome |
0.273
|
0.267
|
0.98×
|
| git-revise |
0.066
|
0.068
|
1.02×
|
| speedrun.com_global_scoreboard_webapp |
0.080
|
0.081
|
1.02×
|
| PyWinCtl |
0.077
|
0.078
|
1.02×
|
| pyppeteer |
0.100
|
0.102
|
1.02×
|
| check-jsonschema |
0.052
|
0.053
|
1.02×
|
| jinja |
0.248
|
0.252
|
1.02×
|
| com2ann |
0.065
|
0.066
|
1.02×
|
| rich |
0.147
|
0.145
|
0.98×
|
| async-utils |
0.053
|
0.053
|
1.02×
|
| koda-validate |
0.121
|
0.123
|
1.02×
|
| openlibrary |
0.227
|
0.231
|
1.02×
|
| downforeveryone |
0.037
|
0.038
|
1.01×
|
| DateType |
0.062
|
0.063
|
1.01×
|
| aiortc |
0.113
|
0.114
|
1.01×
|
| dedupe |
0.099
|
0.098
|
0.99×
|
| tornado |
0.209
|
0.207
|
0.99×
|
| dulwich |
0.281
|
0.278
|
0.99×
|
| setuptools |
0.492
|
0.497
|
1.01×
|
| poetry |
0.203
|
0.205
|
1.01×
|
| python-sop |
0.064
|
0.064
|
1.01×
|
| zope.interface |
0.117
|
0.118
|
1.01×
|
| websockets |
0.081
|
0.082
|
1.01×
|
| pyproject-metadata |
0.059
|
0.058
|
0.99×
|
| xarray |
1.724
|
1.740
|
1.01×
|
| pandas-stubs |
1.626
|
1.641
|
1.01×
|
| rclip |
0.108
|
0.109
|
1.01×
|
| mkosi |
0.198
|
0.200
|
1.01×
|
| schema_salad |
0.187
|
0.189
|
1.01×
|
| janus |
0.072
|
0.072
|
0.99×
|
| packaging |
0.055
|
0.055
|
1.01×
|
| bandersnatch |
0.074
|
0.073
|
0.99×
|
| trio |
0.147
|
0.148
|
1.01×
|
| altair |
0.519
|
0.516
|
0.99×
|
| strawberry |
0.488
|
0.486
|
0.99×
|
| mypy-protobuf |
0.079
|
0.079
|
1.00×
|
| pytest |
0.308
|
0.310
|
1.00×
|
| svcs |
0.052
|
0.052
|
1.00×
|
| pyjwt |
0.054
|
0.054
|
1.00×
|
| AutoSplit |
0.167
|
0.166
|
1.00×
|
| pylox |
1.054
|
1.057
|
1.00×
|
| archinstall |
0.247
|
0.247
|
1.00×
|
| flake8-pyi |
0.099
|
0.100
|
1.00×
|
| comtypes |
0.128
|
0.128
|
1.00×
|
| zipp |
0.052
|
0.052
|
1.00×
|
| egglog-python |
16.825
|
16.831
|
1.00×
|
| flake8 |
0.060
|
0.060
|
1.00×
|
| sockeye |
0.113
|
0.113
|
1.00×
|