ty timing diff report
Summary Statistics
3
Speedups (factor < 0.9)
3
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| materialize |
0.372
|
0.474
|
1.28×
|
| bokeh |
0.321
|
0.254
|
0.79×
|
| cwltool |
0.176
|
0.210
|
1.19×
|
| apprise |
0.272
|
0.322
|
1.18×
|
| pip |
0.450
|
0.405
|
0.90×
|
| alerta |
0.151
|
0.136
|
0.90×
|
| graphql-core |
0.336
|
0.303
|
0.90×
|
| pandera |
0.326
|
0.358
|
1.10×
|
| mongo-python-driver |
0.307
|
0.335
|
1.09×
|
| vision |
0.419
|
0.454
|
1.08×
|
| hydpy |
0.662
|
0.611
|
0.92×
|
| werkzeug |
0.148
|
0.137
|
0.92×
|
| freqtrade |
0.938
|
1.007
|
1.07×
|
| scipy-stubs |
0.460
|
0.491
|
1.07×
|
| pytest-robotframework |
0.069
|
0.074
|
1.06×
|
| async-utils |
0.058
|
0.062
|
1.06×
|
| beartype |
0.178
|
0.189
|
1.06×
|
| pywin32 |
0.411
|
0.386
|
0.94×
|
| sympy |
2.002
|
2.125
|
1.06×
|
| dulwich |
0.337
|
0.317
|
0.94×
|
| nionutils |
0.083
|
0.088
|
1.06×
|
| downforeveryone |
0.043
|
0.046
|
1.06×
|
| pylox |
0.075
|
0.079
|
1.06×
|
| dacite |
0.042
|
0.040
|
0.95×
|
| operator |
0.143
|
0.151
|
1.05×
|
| bandersnatch |
0.086
|
0.081
|
0.95×
|
| dedupe |
0.096
|
0.101
|
1.05×
|
| pyjwt |
0.062
|
0.065
|
1.05×
|
| paroxython |
0.062
|
0.065
|
1.05×
|
| zipp |
0.060
|
0.063
|
1.05×
|
| discord.py |
0.361
|
0.379
|
1.05×
|
| aiohttp |
0.320
|
0.305
|
0.95×
|
| pwndbg |
0.305
|
0.290
|
0.95×
|
| asynq |
0.076
|
0.072
|
0.95×
|
| pyodide |
0.220
|
0.231
|
1.05×
|
| rclip |
0.114
|
0.119
|
1.05×
|
| meson |
0.595
|
0.567
|
0.95×
|
| setuptools |
0.426
|
0.406
|
0.95×
|
| koda-validate |
0.095
|
0.099
|
1.05×
|
| imagehash |
0.144
|
0.151
|
1.05×
|
| poetry |
0.216
|
0.225
|
1.04×
|
| cki-lib |
0.094
|
0.099
|
1.04×
|
| egglog-python |
0.318
|
0.304
|
0.96×
|
| rich |
0.138
|
0.132
|
0.96×
|
| isort |
0.973
|
0.931
|
0.96×
|
| streamlit |
0.204
|
0.212
|
1.04×
|
| boostedblob |
0.100
|
0.104
|
1.04×
|
| scipy |
8.808
|
8.451
|
0.96×
|
| scrapy |
0.306
|
0.294
|
0.96×
|
| flake8 |
0.068
|
0.071
|
1.04×
|
| altair |
0.358
|
0.372
|
1.04×
|
| scikit-build-core |
0.103
|
0.107
|
1.04×
|
| scikit-learn |
4.200
|
4.356
|
1.04×
|
| ppb-vector |
0.050
|
0.052
|
1.04×
|
| aiohttp-devtools |
0.082
|
0.085
|
1.04×
|
| PyGithub |
0.278
|
0.288
|
1.04×
|
| python-htmlgen |
0.059
|
0.057
|
0.96×
|
| archinstall |
0.212
|
0.204
|
0.96×
|
| sockeye |
0.121
|
0.117
|
0.96×
|
| tornado |
0.220
|
0.227
|
1.03×
|
| static-frame |
0.840
|
0.811
|
0.97×
|
| ignite |
0.236
|
0.244
|
1.03×
|
| build |
0.071
|
0.069
|
0.97×
|
| spack |
0.839
|
0.813
|
0.97×
|
| pyproject-metadata |
0.067
|
0.069
|
1.03×
|
| stone |
0.185
|
0.179
|
0.97×
|
| psycopg |
0.248
|
0.240
|
0.97×
|
| trio |
0.221
|
0.214
|
0.97×
|
| porcupine |
0.099
|
0.096
|
0.97×
|
| pandas |
1.186
|
1.154
|
0.97×
|
| git-revise |
0.075
|
0.073
|
0.97×
|
| httpx-caching |
0.069
|
0.071
|
1.03×
|
| pylint |
0.130
|
0.127
|
0.97×
|
| packaging |
0.067
|
0.065
|
0.97×
|
| AutoSplit |
0.161
|
0.165
|
1.03×
|
| pydantic |
0.316
|
0.308
|
0.97×
|
| openlibrary |
0.231
|
0.226
|
0.98×
|
| pandas-stubs |
13.757
|
13.430
|
0.98×
|
| zope.interface |
0.128
|
0.131
|
1.02×
|
| cryptography |
0.243
|
0.249
|
1.02×
|
| python-chess |
0.181
|
0.177
|
0.98×
|
| bidict |
0.055
|
0.057
|
1.02×
|
| prefect |
0.771
|
0.787
|
1.02×
|
| pyppeteer |
0.077
|
0.075
|
0.98×
|
| twine |
0.074
|
0.072
|
0.98×
|
| dd-trace-py |
1.142
|
1.120
|
0.98×
|
| check-jsonschema |
0.058
|
0.059
|
1.02×
|
| cibuildwheel |
0.076
|
0.077
|
1.02×
|
| aioredis |
0.154
|
0.151
|
0.98×
|
| websockets |
0.087
|
0.086
|
0.98×
|
| urllib3 |
0.154
|
0.152
|
0.98×
|
| alectryon |
0.048
|
0.049
|
1.02×
|
| schema_salad |
0.177
|
0.174
|
0.98×
|
| kopf |
0.085
|
0.086
|
1.02×
|
| speedrun.com_global_scoreboard_webapp |
0.084
|
0.083
|
0.98×
|
| attrs |
0.111
|
0.109
|
0.98×
|
| manticore |
3.111
|
3.062
|
0.98×
|
| hydra-zen |
0.259
|
0.255
|
0.98×
|
| svcs |
0.060
|
0.060
|
1.02×
|
| ibis |
0.469
|
0.476
|
1.01×
|
| pycryptodome |
0.212
|
0.215
|
1.01×
|
| comtypes |
0.145
|
0.143
|
0.99×
|
| flake8-pyi |
0.094
|
0.096
|
1.01×
|
| DateType |
0.077
|
0.078
|
1.01×
|
| nox |
0.074
|
0.075
|
1.01×
|
| mkdocs |
0.141
|
0.139
|
0.99×
|
| mypy_primer |
0.085
|
0.086
|
1.01×
|
| sphinx |
0.352
|
0.347
|
0.99×
|
| pegen |
0.054
|
0.054
|
1.01×
|
| cloud-init |
0.426
|
0.431
|
1.01×
|
| pyinstrument |
0.063
|
0.064
|
1.01×
|
| pybind11 |
0.101
|
0.103
|
1.01×
|
| pytest |
0.286
|
0.289
|
1.01×
|
| mypy |
1.098
|
1.086
|
0.99×
|
| mkosi |
0.219
|
0.216
|
0.99×
|
| numpy-stl |
0.440
|
0.445
|
1.01×
|
| itsdangerous |
0.042
|
0.043
|
1.01×
|
| starlette |
0.104
|
0.103
|
0.99×
|
| zulip |
1.007
|
0.998
|
0.99×
|
| xarray |
0.808
|
0.801
|
0.99×
|
| xarray-dataclasses |
0.224
|
0.222
|
0.99×
|
| schemathesis |
0.193
|
0.192
|
0.99×
|
| python-sop |
0.072
|
0.072
|
1.01×
|
| Tanjun |
0.157
|
0.158
|
1.01×
|
| mitmproxy |
0.345
|
0.342
|
0.99×
|
| mypy-protobuf |
0.118
|
0.119
|
1.01×
|
| black |
0.127
|
0.128
|
1.01×
|
| dragonchain |
0.111
|
0.112
|
1.01×
|
| PyWinCtl |
0.084
|
0.085
|
1.01×
|
| django-test-migrations |
0.036
|
0.037
|
1.01×
|
| yarl |
0.074
|
0.074
|
1.01×
|
| colour |
10.320
|
10.268
|
0.99×
|
| anyio |
0.146
|
0.147
|
1.00×
|
| janus |
0.081
|
0.081
|
1.00×
|
| artigraph |
0.098
|
0.098
|
1.00×
|
| jax |
2.026
|
2.019
|
1.00×
|
| arviz |
0.136
|
0.136
|
1.00×
|
| Expression |
0.087
|
0.088
|
1.00×
|
| kornia |
0.208
|
0.207
|
1.00×
|
| optuna |
0.202
|
0.201
|
1.00×
|
| paasta |
0.197
|
0.198
|
1.00×
|
| django-stubs |
0.258
|
0.259
|
1.00×
|
| rotki |
0.697
|
0.695
|
1.00×
|
| jinja |
0.189
|
0.190
|
1.00×
|
| com2ann |
0.073
|
0.073
|
1.00×
|
| parso |
0.292
|
0.291
|
1.00×
|
| typeshed-stats |
0.149
|
0.149
|
1.00×
|
| aiortc |
0.105
|
0.105
|
1.00×
|
| antidote |
0.104
|
0.104
|
1.00×
|
| pyp |
0.088
|
0.088
|
1.00×
|
| core |
3.074
|
3.077
|
1.00×
|
| more-itertools |
0.128
|
0.128
|
1.00×
|
| strawberry |
0.174
|
0.174
|
1.00×
|