ty timing diff report
Summary Statistics
2
Speedups (factor < 0.9)
9
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| scipy |
8.783
|
11.087
|
1.26×
|
| xarray-dataclasses |
0.012
|
0.013
|
1.15×
|
| streamlit |
0.140
|
0.159
|
1.14×
|
| optuna |
0.200
|
0.226
|
1.13×
|
| dacite |
0.031
|
0.034
|
1.12×
|
| sphinx |
0.335
|
0.296
|
0.88×
|
| rotki |
0.908
|
1.012
|
1.12×
|
| paasta |
0.170
|
0.190
|
1.11×
|
| cloud-init |
0.388
|
0.431
|
1.11×
|
| jax |
1.722
|
1.909
|
1.11×
|
| pip |
0.603
|
0.539
|
0.89×
|
| cki-lib |
0.082
|
0.090
|
1.10×
|
| kopf |
0.082
|
0.089
|
1.09×
|
| psycopg |
0.147
|
0.159
|
1.08×
|
| bokeh |
0.201
|
0.185
|
0.92×
|
| pandas |
3.123
|
2.877
|
0.92×
|
| artigraph |
0.115
|
0.124
|
1.08×
|
| pwndbg |
0.319
|
0.296
|
0.93×
|
| prefect |
0.657
|
0.610
|
0.93×
|
| setuptools |
0.411
|
0.440
|
1.07×
|
| build |
0.050
|
0.053
|
1.07×
|
| itsdangerous |
0.031
|
0.033
|
1.07×
|
| asynq |
0.054
|
0.058
|
1.07×
|
| starlette |
0.070
|
0.075
|
1.07×
|
| beartype |
0.078
|
0.073
|
0.93×
|
| dragonchain |
0.093
|
0.087
|
0.94×
|
| scrapy |
0.204
|
0.217
|
1.06×
|
| kornia |
0.197
|
0.185
|
0.94×
|
| bandersnatch |
0.068
|
0.072
|
1.06×
|
| websockets |
0.080
|
0.085
|
1.06×
|
| ibis |
0.315
|
0.334
|
1.06×
|
| openlibrary |
0.190
|
0.201
|
1.06×
|
| zope.interface |
0.110
|
0.116
|
1.06×
|
| pyinstrument |
0.057
|
0.060
|
1.05×
|
| tornado |
0.173
|
0.164
|
0.95×
|
| yarl |
0.062
|
0.065
|
1.05×
|
| operator |
0.150
|
0.142
|
0.95×
|
| downforeveryone |
0.037
|
0.035
|
0.95×
|
| porcupine |
0.081
|
0.085
|
1.05×
|
| pandera |
0.442
|
0.464
|
1.05×
|
| pandas-stubs |
1.490
|
1.565
|
1.05×
|
| aioredis |
0.145
|
0.152
|
1.05×
|
| alectryon |
0.036
|
0.038
|
1.05×
|
| spack |
0.620
|
0.650
|
1.05×
|
| nox |
0.068
|
0.071
|
1.05×
|
| dd-trace-py |
1.041
|
0.992
|
0.95×
|
| freqtrade |
0.455
|
0.476
|
1.05×
|
| pyjwt |
0.053
|
0.056
|
1.05×
|
| pycryptodome |
0.229
|
0.240
|
1.05×
|
| jinja |
0.251
|
0.240
|
0.95×
|
| svcs |
0.051
|
0.053
|
1.05×
|
| twine |
0.065
|
0.068
|
1.04×
|
| poetry |
0.193
|
0.185
|
0.96×
|
| pyppeteer |
0.098
|
0.103
|
1.04×
|
| paroxython |
0.056
|
0.053
|
0.96×
|
| zulip |
0.904
|
0.941
|
1.04×
|
| rich |
0.123
|
0.128
|
1.04×
|
| mongo-python-driver |
0.162
|
0.155
|
0.96×
|
| scikit-build-core |
0.091
|
0.087
|
0.96×
|
| mitmproxy |
0.234
|
0.242
|
1.04×
|
| meson |
0.635
|
0.658
|
1.04×
|
| django-test-migrations |
0.028
|
0.028
|
1.03×
|
| dedupe |
0.100
|
0.096
|
0.97×
|
| dulwich |
0.278
|
0.269
|
0.97×
|
| manticore |
3.213
|
3.319
|
1.03×
|
| anyio |
0.139
|
0.144
|
1.03×
|
| aiortc |
0.112
|
0.116
|
1.03×
|
| flake8 |
0.062
|
0.060
|
0.97×
|
| mypy_primer |
0.072
|
0.075
|
1.03×
|
| PyWinCtl |
0.078
|
0.075
|
0.97×
|
| pywin32 |
0.323
|
0.314
|
0.97×
|
| django-stubs |
0.181
|
0.176
|
0.97×
|
| git-revise |
0.067
|
0.065
|
0.97×
|
| antidote |
0.203
|
0.197
|
0.97×
|
| mypy |
0.670
|
0.689
|
1.03×
|
| pytest-robotframework |
0.066
|
0.065
|
0.97×
|
| cibuildwheel |
0.067
|
0.069
|
1.03×
|
| python-chess |
0.205
|
0.211
|
1.03×
|
| schema_salad |
0.182
|
0.178
|
0.98×
|
| zipp |
0.053
|
0.051
|
0.98×
|
| DateType |
0.062
|
0.064
|
1.02×
|
| speedrun.com_global_scoreboard_webapp |
0.081
|
0.083
|
1.02×
|
| pydantic |
46.794
|
47.817
|
1.02×
|
| bidict |
0.048
|
0.047
|
0.98×
|
| PyGithub |
0.238
|
0.243
|
1.02×
|
| pyproject-metadata |
0.061
|
0.060
|
0.98×
|
| discord.py |
0.477
|
0.486
|
1.02×
|
| altair |
0.462
|
0.471
|
1.02×
|
| trio |
0.140
|
0.137
|
0.98×
|
| async-utils |
0.053
|
0.054
|
1.02×
|
| pylint |
0.102
|
0.104
|
1.02×
|
| strawberry |
0.483
|
0.475
|
0.98×
|
| colour |
5.267
|
5.179
|
0.98×
|
| sympy |
2.021
|
2.054
|
1.02×
|
| vision |
0.472
|
0.480
|
1.02×
|
| attrs |
0.091
|
0.092
|
1.02×
|
| check-jsonschema |
0.051
|
0.052
|
1.02×
|
| archinstall |
0.250
|
0.246
|
0.99×
|
| core |
2.094
|
2.124
|
1.01×
|
| rclip |
0.108
|
0.107
|
0.99×
|
| pyodide |
0.104
|
0.106
|
1.01×
|
| ignite |
0.186
|
0.189
|
1.01×
|
| packaging |
0.056
|
0.055
|
0.99×
|
| mkdocs |
0.119
|
0.120
|
1.01×
|
| aiohttp-devtools |
0.080
|
0.079
|
0.99×
|
| Tanjun |
0.170
|
0.173
|
1.01×
|
| janus |
0.071
|
0.072
|
1.01×
|
| pytest |
0.276
|
0.279
|
1.01×
|
| alerta |
0.105
|
0.106
|
1.01×
|
| cwltool |
0.227
|
0.224
|
0.99×
|
| typeshed-stats |
0.142
|
0.143
|
1.01×
|
| aiohttp |
0.115
|
0.113
|
0.99×
|
| scikit-learn |
2.952
|
2.984
|
1.01×
|
| pybind11 |
0.071
|
0.070
|
0.99×
|
| flake8-pyi |
0.102
|
0.103
|
1.01×
|
| hydpy |
0.649
|
0.643
|
0.99×
|
| scipy-stubs |
0.592
|
0.586
|
0.99×
|
| hydra-zen |
0.201
|
0.203
|
1.01×
|
| python-htmlgen |
0.043
|
0.043
|
1.01×
|
| xarray |
1.640
|
1.655
|
1.01×
|
| ppb-vector |
0.042
|
0.042
|
0.99×
|
| stone |
0.121
|
0.122
|
1.01×
|
| koda-validate |
0.118
|
0.119
|
1.01×
|
| comtypes |
0.118
|
0.119
|
1.01×
|
| materialize |
0.235
|
0.237
|
1.01×
|
| nionutils |
0.089
|
0.088
|
0.99×
|
| com2ann |
0.067
|
0.068
|
1.01×
|
| parso |
0.076
|
0.077
|
1.01×
|
| mkosi |
0.191
|
0.190
|
0.99×
|
| werkzeug |
0.122
|
0.123
|
1.01×
|
| mypy-protobuf |
0.081
|
0.081
|
0.99×
|
| isort |
0.069
|
0.070
|
1.01×
|
| pegen |
0.048
|
0.048
|
1.01×
|
| egglog-python |
16.912
|
16.825
|
0.99×
|
| apprise |
0.327
|
0.328
|
1.01×
|
| python-sop |
0.061
|
0.062
|
1.01×
|
| urllib3 |
0.126
|
0.127
|
1.00×
|
| graphql-core |
0.211
|
0.210
|
1.00×
|
| AutoSplit |
0.172
|
0.172
|
1.00×
|
| pyp |
0.076
|
0.076
|
1.00×
|
| pylox |
1.033
|
1.036
|
1.00×
|
| imagehash |
0.145
|
0.146
|
1.00×
|
| black |
0.091
|
0.091
|
1.00×
|
| httpx-caching |
0.060
|
0.060
|
1.00×
|
| schemathesis |
0.139
|
0.139
|
1.00×
|
| more-itertools |
0.096
|
0.097
|
1.00×
|
| arviz |
0.298
|
0.299
|
1.00×
|
| static-frame |
0.823
|
0.822
|
1.00×
|
| Expression |
0.063
|
0.063
|
1.00×
|
| boostedblob |
0.091
|
0.091
|
1.00×
|
| sockeye |
0.105
|
0.105
|
1.00×
|