ty timing diff report
Summary Statistics
3
Speedups (factor < 0.9)
6
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| jax |
2.011
|
1.594
|
0.79×
|
| scipy |
9.075
|
7.609
|
0.84×
|
| pip |
0.475
|
0.542
|
1.14×
|
| pandas-stubs |
4.963
|
5.653
|
1.14×
|
| pywin32 |
0.431
|
0.480
|
1.11×
|
| operator |
0.106
|
0.118
|
1.11×
|
| kopf |
0.076
|
0.084
|
1.11×
|
| discord.py |
0.293
|
0.323
|
1.10×
|
| dd-trace-py |
1.309
|
1.177
|
0.90×
|
| hydpy |
0.506
|
0.552
|
1.09×
|
| setuptools |
0.406
|
0.370
|
0.91×
|
| xarray |
0.799
|
0.866
|
1.08×
|
| PyWinCtl |
0.066
|
0.072
|
1.08×
|
| mongo-python-driver |
0.303
|
0.326
|
1.08×
|
| cwltool |
0.157
|
0.169
|
1.07×
|
| altair |
0.325
|
0.302
|
0.93×
|
| archinstall |
0.182
|
0.169
|
0.93×
|
| svcs |
0.044
|
0.048
|
1.07×
|
| optuna |
0.223
|
0.208
|
0.93×
|
| comtypes |
0.146
|
0.156
|
1.07×
|
| pandera |
0.296
|
0.277
|
0.94×
|
| manticore |
1.868
|
1.980
|
1.06×
|
| downforeveryone |
0.035
|
0.037
|
1.05×
|
| streamlit |
0.210
|
0.198
|
0.95×
|
| cibuildwheel |
0.063
|
0.060
|
0.95×
|
| zipp |
0.043
|
0.045
|
1.05×
|
| aiohttp |
0.515
|
0.540
|
1.05×
|
| websockets |
0.070
|
0.067
|
0.95×
|
| Tanjun |
0.126
|
0.131
|
1.05×
|
| bokeh |
0.260
|
0.272
|
1.05×
|
| rich |
0.132
|
0.126
|
0.96×
|
| parso |
0.493
|
0.514
|
1.04×
|
| psycopg |
0.239
|
0.249
|
1.04×
|
| aiortc |
0.102
|
0.098
|
0.96×
|
| sockeye |
0.110
|
0.105
|
0.96×
|
| freqtrade |
0.656
|
0.630
|
0.96×
|
| spack |
0.825
|
0.857
|
1.04×
|
| packaging |
0.047
|
0.049
|
1.04×
|
| xarray-dataclasses |
0.018
|
0.019
|
1.04×
|
| pyodide |
0.126
|
0.131
|
1.04×
|
| ppb-vector |
0.040
|
0.038
|
0.96×
|
| speedrun.com_global_scoreboard_webapp |
0.060
|
0.062
|
1.04×
|
| koda-validate |
0.113
|
0.109
|
0.97×
|
| beartype |
0.200
|
0.207
|
1.03×
|
| janus |
0.055
|
0.057
|
1.03×
|
| poetry |
0.213
|
0.206
|
0.97×
|
| strawberry |
0.233
|
0.225
|
0.97×
|
| ibis |
0.429
|
0.443
|
1.03×
|
| pwndbg |
0.270
|
0.262
|
0.97×
|
| werkzeug |
0.138
|
0.142
|
1.03×
|
| pyjwt |
0.045
|
0.047
|
1.03×
|
| hydra-zen |
0.191
|
0.197
|
1.03×
|
| pytest-robotframework |
0.053
|
0.055
|
1.03×
|
| PyGithub |
0.260
|
0.268
|
1.03×
|
| com2ann |
0.055
|
0.057
|
1.03×
|
| python-sop |
0.052
|
0.053
|
1.03×
|
| attrs |
0.089
|
0.092
|
1.03×
|
| pyproject-metadata |
0.053
|
0.052
|
0.97×
|
| black |
0.168
|
0.163
|
0.97×
|
| static-frame |
0.689
|
0.708
|
1.03×
|
| bandersnatch |
0.075
|
0.077
|
1.03×
|
| sympy |
3.895
|
4.000
|
1.03×
|
| tornado |
0.195
|
0.200
|
1.03×
|
| pybind11 |
0.091
|
0.093
|
1.03×
|
| isort |
1.678
|
1.721
|
1.03×
|
| zope.interface |
0.103
|
0.106
|
1.03×
|
| nionutils |
0.072
|
0.074
|
1.02×
|
| dacite |
0.034
|
0.033
|
0.98×
|
| mypy_primer |
0.061
|
0.062
|
1.02×
|
| pyppeteer |
0.056
|
0.057
|
1.02×
|
| mkosi |
0.179
|
0.175
|
0.98×
|
| bidict |
0.045
|
0.046
|
1.02×
|
| scikit-build-core |
0.088
|
0.090
|
1.02×
|
| httpx-caching |
0.050
|
0.051
|
1.02×
|
| aioredis |
0.113
|
0.115
|
1.02×
|
| pycryptodome |
0.199
|
0.203
|
1.02×
|
| async-utils |
0.046
|
0.047
|
1.02×
|
| dragonchain |
0.105
|
0.103
|
0.98×
|
| rclip |
0.090
|
0.088
|
0.98×
|
| vision |
0.387
|
0.395
|
1.02×
|
| porcupine |
0.095
|
0.097
|
1.02×
|
| starlette |
0.093
|
0.095
|
1.02×
|
| scipy-stubs |
0.477
|
0.468
|
0.98×
|
| nox |
0.055
|
0.056
|
1.02×
|
| ignite |
0.231
|
0.235
|
1.02×
|
| DateType |
0.059
|
0.060
|
1.02×
|
| boostedblob |
0.072
|
0.074
|
1.02×
|
| Expression |
0.080
|
0.081
|
1.02×
|
| dedupe |
0.068
|
0.067
|
0.98×
|
| jinja |
0.179
|
0.182
|
1.02×
|
| aiohttp-devtools |
0.065
|
0.066
|
1.02×
|
| anyio |
0.121
|
0.122
|
1.01×
|
| build |
0.050
|
0.051
|
1.01×
|
| check-jsonschema |
0.042
|
0.042
|
1.01×
|
| AutoSplit |
0.112
|
0.114
|
1.01×
|
| schema_salad |
0.153
|
0.151
|
0.99×
|
| meson |
0.573
|
0.565
|
0.99×
|
| stone |
0.139
|
0.137
|
0.99×
|
| rotki |
0.682
|
0.691
|
1.01×
|
| trio |
0.194
|
0.191
|
0.99×
|
| colour |
9.193
|
9.072
|
0.99×
|
| graphql-core |
0.221
|
0.224
|
1.01×
|
| artigraph |
0.081
|
0.080
|
0.99×
|
| prefect |
0.711
|
0.720
|
1.01×
|
| pyinstrument |
0.049
|
0.048
|
0.99×
|
| itsdangerous |
0.033
|
0.032
|
0.99×
|
| mkdocs |
0.117
|
0.116
|
0.99×
|
| arviz |
0.091
|
0.092
|
1.01×
|
| alerta |
0.115
|
0.116
|
1.01×
|
| flake8-pyi |
0.066
|
0.066
|
1.01×
|
| paasta |
0.181
|
0.179
|
0.99×
|
| paroxython |
0.047
|
0.048
|
1.01×
|
| dulwich |
0.297
|
0.300
|
1.01×
|
| asynq |
0.068
|
0.067
|
0.99×
|
| mypy-protobuf |
0.098
|
0.099
|
1.01×
|
| egglog-python |
0.232
|
0.229
|
0.99×
|
| more-itertools |
0.096
|
0.097
|
1.01×
|
| django-stubs |
0.247
|
0.245
|
0.99×
|
| pylox |
0.066
|
0.065
|
0.99×
|
| zulip |
0.964
|
0.972
|
1.01×
|
| flake8 |
0.061
|
0.061
|
1.01×
|
| django-test-migrations |
0.029
|
0.029
|
0.99×
|
| python-htmlgen |
0.051
|
0.051
|
0.99×
|
| openlibrary |
0.219
|
0.218
|
0.99×
|
| pegen |
0.041
|
0.041
|
1.01×
|
| git-revise |
0.053
|
0.054
|
1.01×
|
| pydantic |
0.389
|
0.392
|
1.01×
|
| urllib3 |
0.140
|
0.141
|
1.01×
|
| python-chess |
0.241
|
0.239
|
0.99×
|
| pylint |
0.138
|
0.137
|
0.99×
|
| scikit-learn |
3.306
|
3.286
|
0.99×
|
| core |
2.953
|
2.971
|
1.01×
|
| twine |
0.054
|
0.054
|
1.01×
|
| cloud-init |
0.419
|
0.417
|
0.99×
|
| alectryon |
0.034
|
0.034
|
1.00×
|
| yarl |
0.066
|
0.065
|
1.00×
|
| imagehash |
0.104
|
0.103
|
1.00×
|
| typeshed-stats |
0.104
|
0.104
|
1.00×
|
| cryptography |
0.237
|
0.236
|
1.00×
|
| kornia |
0.207
|
0.207
|
1.00×
|
| materialize |
0.380
|
0.381
|
1.00×
|
| pytest |
0.282
|
0.282
|
1.00×
|
| pyp |
0.062
|
0.062
|
1.00×
|
| scrapy |
0.296
|
0.296
|
1.00×
|
| sphinx |
0.342
|
0.341
|
1.00×
|
| apprise |
0.340
|
0.341
|
1.00×
|
| cki-lib |
0.082
|
0.082
|
1.00×
|
| mitmproxy |
0.291
|
0.291
|
1.00×
|
| mypy |
1.019
|
1.018
|
1.00×
|
| pandas |
1.358
|
1.359
|
1.00×
|
| antidote |
0.096
|
0.096
|
1.00×
|
| numpy-stl |
0.317
|
0.316
|
1.00×
|
| schemathesis |
0.166
|
0.166
|
1.00×
|