ty timing diff report
Summary Statistics
5
Speedups (factor < 0.9)
8
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| scipy |
11.209
|
8.978
|
0.80×
|
| DateType |
0.067
|
0.056
|
0.83×
|
| koda-validate |
0.118
|
0.137
|
1.16×
|
| pip |
0.717
|
0.603
|
0.84×
|
| setuptools |
0.415
|
0.475
|
1.15×
|
| pyinstrument |
0.062
|
0.069
|
1.12×
|
| rich |
0.145
|
0.162
|
1.11×
|
| starlette |
0.102
|
0.113
|
1.11×
|
| Expression |
0.083
|
0.092
|
1.11×
|
| streamlit |
0.200
|
0.221
|
1.11×
|
| paroxython |
0.056
|
0.062
|
1.11×
|
| arviz |
0.371
|
0.333
|
0.90×
|
| hydpy |
0.743
|
0.669
|
0.90×
|
| flake8 |
0.064
|
0.071
|
1.10×
|
| downforeveryone |
0.038
|
0.042
|
1.10×
|
| pyjwt |
0.057
|
0.063
|
1.10×
|
| sockeye |
0.116
|
0.127
|
1.10×
|
| schemathesis |
0.195
|
0.178
|
0.91×
|
| urllib3 |
0.166
|
0.152
|
0.91×
|
| prefect |
0.932
|
1.013
|
1.09×
|
| dd-trace-py |
1.109
|
1.204
|
1.09×
|
| packaging |
0.060
|
0.065
|
1.08×
|
| discord.py |
0.522
|
0.563
|
1.08×
|
| django-test-migrations |
0.028
|
0.030
|
1.08×
|
| scrapy |
0.314
|
0.290
|
0.92×
|
| parso |
0.085
|
0.079
|
0.93×
|
| cloud-init |
0.495
|
0.458
|
0.93×
|
| mongo-python-driver |
0.229
|
0.246
|
1.07×
|
| stone |
0.151
|
0.162
|
1.07×
|
| openlibrary |
0.241
|
0.258
|
1.07×
|
| tornado |
0.254
|
0.237
|
0.93×
|
| async-utils |
0.062
|
0.057
|
0.93×
|
| meson |
0.789
|
0.842
|
1.07×
|
| trio |
0.193
|
0.205
|
1.07×
|
| boostedblob |
0.103
|
0.096
|
0.93×
|
| build |
0.058
|
0.061
|
1.06×
|
| python-chess |
0.194
|
0.181
|
0.94×
|
| pyppeteer |
0.090
|
0.084
|
0.94×
|
| mkosi |
0.227
|
0.213
|
0.94×
|
| antidote |
0.259
|
0.275
|
1.06×
|
| Tanjun |
0.185
|
0.174
|
0.94×
|
| materialize |
0.384
|
0.361
|
0.94×
|
| pandas |
3.531
|
3.733
|
1.06×
|
| sphinx |
0.396
|
0.374
|
0.94×
|
| strawberry |
0.544
|
0.513
|
0.94×
|
| ppb-vector |
0.050
|
0.047
|
0.94×
|
| hydra-zen |
0.229
|
0.216
|
0.95×
|
| zope.interface |
0.134
|
0.127
|
0.95×
|
| nox |
0.074
|
0.078
|
1.05×
|
| pandas-stubs |
1.810
|
1.719
|
0.95×
|
| rclip |
0.122
|
0.128
|
1.05×
|
| pyproject-metadata |
0.070
|
0.066
|
0.95×
|
| typeshed-stats |
0.147
|
0.154
|
1.05×
|
| operator |
0.164
|
0.156
|
0.95×
|
| alectryon |
0.038
|
0.040
|
1.05×
|
| pwndbg |
0.342
|
0.357
|
1.05×
|
| porcupine |
0.112
|
0.117
|
1.04×
|
| apprise |
0.391
|
0.408
|
1.04×
|
| python-sop |
0.070
|
0.067
|
0.96×
|
| jax |
2.030
|
1.945
|
0.96×
|
| vision |
0.537
|
0.559
|
1.04×
|
| mkdocs |
0.160
|
0.153
|
0.96×
|
| rotki |
1.050
|
1.008
|
0.96×
|
| scikit-learn |
2.920
|
3.035
|
1.04×
|
| PyWinCtl |
0.080
|
0.083
|
1.04×
|
| optuna |
0.302
|
0.291
|
0.96×
|
| cwltool |
0.240
|
0.249
|
1.04×
|
| zipp |
0.055
|
0.057
|
1.04×
|
| core |
3.418
|
3.296
|
0.96×
|
| cki-lib |
0.103
|
0.106
|
1.04×
|
| psycopg |
0.252
|
0.261
|
1.04×
|
| jinja |
0.256
|
0.265
|
1.03×
|
| kornia |
0.231
|
0.239
|
1.03×
|
| artigraph |
0.147
|
0.143
|
0.97×
|
| egglog-python |
17.571
|
18.124
|
1.03×
|
| nionutils |
0.105
|
0.101
|
0.97×
|
| comtypes |
0.156
|
0.161
|
1.03×
|
| werkzeug |
0.155
|
0.159
|
1.03×
|
| spack |
0.789
|
0.766
|
0.97×
|
| aiohttp |
0.142
|
0.146
|
1.03×
|
| python-htmlgen |
0.049
|
0.047
|
0.97×
|
| aiortc |
0.107
|
0.110
|
1.03×
|
| svcs |
0.057
|
0.055
|
0.97×
|
| more-itertools |
0.105
|
0.108
|
1.03×
|
| imagehash |
0.157
|
0.161
|
1.03×
|
| colour |
7.292
|
7.086
|
0.97×
|
| pydantic |
48.636
|
49.990
|
1.03×
|
| sympy |
2.404
|
2.338
|
0.97×
|
| pyodide |
0.162
|
0.158
|
0.97×
|
| kopf |
0.101
|
0.098
|
0.97×
|
| dulwich |
0.302
|
0.310
|
1.03×
|
| django-stubs |
0.238
|
0.244
|
1.03×
|
| pycryptodome |
0.266
|
0.273
|
1.03×
|
| static-frame |
1.109
|
1.081
|
0.97×
|
| dacite |
0.032
|
0.033
|
1.02×
|
| com2ann |
0.075
|
0.077
|
1.02×
|
| janus |
0.078
|
0.076
|
0.98×
|
| poetry |
0.246
|
0.240
|
0.98×
|
| alerta |
0.144
|
0.141
|
0.98×
|
| git-revise |
0.072
|
0.071
|
0.98×
|
| pandera |
0.530
|
0.542
|
1.02×
|
| yarl |
0.073
|
0.072
|
0.98×
|
| mitmproxy |
0.332
|
0.325
|
0.98×
|
| pywin32 |
0.406
|
0.397
|
0.98×
|
| freqtrade |
0.498
|
0.487
|
0.98×
|
| pyp |
0.080
|
0.082
|
1.02×
|
| xarray-dataclasses |
0.014
|
0.014
|
1.02×
|
| dragonchain |
0.115
|
0.113
|
0.98×
|
| dedupe |
0.112
|
0.110
|
0.98×
|
| websockets |
0.092
|
0.090
|
0.98×
|
| altair |
0.545
|
0.555
|
1.02×
|
| graphql-core |
0.212
|
0.216
|
1.02×
|
| ibis |
0.517
|
0.526
|
1.02×
|
| pylint |
0.122
|
0.124
|
1.02×
|
| ignite |
0.240
|
0.236
|
0.98×
|
| beartype |
0.108
|
0.106
|
0.98×
|
| isort |
0.079
|
0.080
|
1.02×
|
| schema_salad |
0.211
|
0.214
|
1.02×
|
| check-jsonschema |
0.060
|
0.060
|
0.98×
|
| AutoSplit |
0.187
|
0.190
|
1.01×
|
| itsdangerous |
0.035
|
0.035
|
1.01×
|
| pybind11 |
0.109
|
0.107
|
0.99×
|
| httpx-caching |
0.073
|
0.073
|
0.99×
|
| black |
0.104
|
0.103
|
0.99×
|
| scipy-stubs |
0.633
|
0.640
|
1.01×
|
| pytest-robotframework |
0.067
|
0.067
|
1.01×
|
| bokeh |
0.309
|
0.306
|
0.99×
|
| aiohttp-devtools |
0.090
|
0.091
|
1.01×
|
| twine |
0.070
|
0.070
|
1.01×
|
| xarray |
1.880
|
1.866
|
0.99×
|
| bandersnatch |
0.086
|
0.086
|
0.99×
|
| speedrun.com_global_scoreboard_webapp |
0.091
|
0.091
|
0.99×
|
| manticore |
3.597
|
3.622
|
1.01×
|
| PyGithub |
0.326
|
0.327
|
1.01×
|
| flake8-pyi |
0.109
|
0.110
|
1.01×
|
| paasta |
0.227
|
0.226
|
0.99×
|
| zulip |
1.230
|
1.236
|
1.00×
|
| pegen |
0.052
|
0.052
|
1.00×
|
| pylox |
1.126
|
1.131
|
1.00×
|
| archinstall |
0.297
|
0.298
|
1.00×
|
| scikit-build-core |
0.107
|
0.107
|
1.00×
|
| mypy_primer |
0.083
|
0.083
|
1.00×
|
| bidict |
0.050
|
0.050
|
1.00×
|
| pytest |
0.324
|
0.323
|
1.00×
|
| asynq |
0.066
|
0.066
|
1.00×
|
| mypy-protobuf |
0.091
|
0.091
|
1.00×
|
| attrs |
0.110
|
0.110
|
1.00×
|
| aioredis |
0.163
|
0.163
|
1.00×
|
| mypy |
1.085
|
1.083
|
1.00×
|
| cibuildwheel |
0.082
|
0.082
|
1.00×
|
| anyio |
0.163
|
0.163
|
1.00×
|