ty timing diff report
Summary Statistics
2
Speedups (factor < 0.9)
4
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| materialize |
0.234
|
0.281
|
1.20×
|
| spack |
0.801
|
0.676
|
0.84×
|
| scipy |
10.863
|
9.205
|
0.85×
|
| arviz |
0.281
|
0.322
|
1.15×
|
| kopf |
0.086
|
0.096
|
1.12×
|
| scikit-learn |
2.671
|
2.977
|
1.11×
|
| zulip |
1.017
|
1.117
|
1.10×
|
| scikit-build-core |
0.095
|
0.104
|
1.09×
|
| rich |
0.134
|
0.146
|
1.09×
|
| streamlit |
0.195
|
0.177
|
0.91×
|
| prefect |
0.824
|
0.748
|
0.91×
|
| artigraph |
0.110
|
0.120
|
1.09×
|
| pyinstrument |
0.054
|
0.059
|
1.09×
|
| rotki |
1.078
|
0.987
|
0.92×
|
| poetry |
0.214
|
0.196
|
0.92×
|
| schema_salad |
0.177
|
0.192
|
1.08×
|
| mongo-python-driver |
0.188
|
0.203
|
1.08×
|
| bidict |
0.046
|
0.049
|
1.08×
|
| python-htmlgen |
0.045
|
0.041
|
0.92×
|
| porcupine |
0.089
|
0.095
|
1.07×
|
| beartype |
0.082
|
0.087
|
1.07×
|
| cki-lib |
0.094
|
0.088
|
0.93×
|
| xarray-dataclasses |
0.013
|
0.014
|
1.07×
|
| trio |
0.140
|
0.131
|
0.93×
|
| werkzeug |
0.134
|
0.143
|
1.07×
|
| pyjwt |
0.056
|
0.052
|
0.94×
|
| downforeveryone |
0.035
|
0.037
|
1.06×
|
| nionutils |
0.090
|
0.095
|
1.06×
|
| setuptools |
0.450
|
0.477
|
1.06×
|
| kornia |
0.222
|
0.209
|
0.94×
|
| cloud-init |
0.453
|
0.478
|
1.06×
|
| dragonchain |
0.094
|
0.099
|
1.05×
|
| mypy_primer |
0.071
|
0.075
|
1.05×
|
| hydpy |
0.653
|
0.618
|
0.95×
|
| pip |
0.652
|
0.618
|
0.95×
|
| PyGithub |
0.273
|
0.287
|
1.05×
|
| mitmproxy |
0.277
|
0.263
|
0.95×
|
| antidote |
0.246
|
0.258
|
1.05×
|
| pandera |
0.486
|
0.464
|
0.96×
|
| bandersnatch |
0.069
|
0.072
|
1.04×
|
| isort |
0.069
|
0.072
|
1.04×
|
| core |
2.519
|
2.631
|
1.04×
|
| mypy |
0.836
|
0.872
|
1.04×
|
| ibis |
0.390
|
0.374
|
0.96×
|
| pyproject-metadata |
0.062
|
0.059
|
0.96×
|
| cwltool |
0.236
|
0.226
|
0.96×
|
| alerta |
0.129
|
0.124
|
0.96×
|
| starlette |
0.078
|
0.075
|
0.96×
|
| anyio |
0.143
|
0.138
|
0.96×
|
| nox |
0.068
|
0.071
|
1.04×
|
| pylint |
0.103
|
0.106
|
1.04×
|
| asynq |
0.054
|
0.056
|
1.04×
|
| vision |
0.521
|
0.502
|
0.96×
|
| dacite |
0.031
|
0.032
|
1.03×
|
| rclip |
0.108
|
0.112
|
1.03×
|
| svcs |
0.052
|
0.054
|
1.03×
|
| schemathesis |
0.150
|
0.146
|
0.97×
|
| pylox |
1.064
|
1.030
|
0.97×
|
| zipp |
0.054
|
0.052
|
0.97×
|
| imagehash |
0.144
|
0.148
|
1.03×
|
| check-jsonschema |
0.051
|
0.053
|
1.03×
|
| freqtrade |
0.471
|
0.484
|
1.03×
|
| psycopg |
0.182
|
0.177
|
0.97×
|
| boostedblob |
0.087
|
0.089
|
1.03×
|
| attrs |
0.089
|
0.091
|
1.03×
|
| paroxython |
0.052
|
0.054
|
1.03×
|
| pytest |
0.312
|
0.303
|
0.97×
|
| koda-validate |
0.118
|
0.115
|
0.97×
|
| dulwich |
0.282
|
0.289
|
1.02×
|
| hydra-zen |
0.195
|
0.199
|
1.02×
|
| packaging |
0.055
|
0.057
|
1.02×
|
| more-itertools |
0.095
|
0.097
|
1.02×
|
| pydantic |
46.754
|
45.629
|
0.98×
|
| pybind11 |
0.069
|
0.071
|
1.02×
|
| aiohttp |
0.113
|
0.111
|
0.98×
|
| sympy |
2.285
|
2.232
|
0.98×
|
| optuna |
0.250
|
0.256
|
1.02×
|
| openlibrary |
0.203
|
0.207
|
1.02×
|
| Tanjun |
0.169
|
0.165
|
0.98×
|
| comtypes |
0.116
|
0.119
|
1.02×
|
| mkosi |
0.192
|
0.188
|
0.98×
|
| flake8-pyi |
0.102
|
0.100
|
0.98×
|
| pegen |
0.047
|
0.046
|
0.98×
|
| egglog-python |
17.115
|
16.774
|
0.98×
|
| jinja |
0.240
|
0.245
|
1.02×
|
| async-utils |
0.056
|
0.055
|
0.98×
|
| python-sop |
0.062
|
0.063
|
1.02×
|
| janus |
0.073
|
0.071
|
0.98×
|
| pycryptodome |
0.272
|
0.268
|
0.98×
|
| pandas-stubs |
1.555
|
1.528
|
0.98×
|
| xarray |
1.708
|
1.678
|
0.98×
|
| pywin32 |
0.310
|
0.315
|
1.02×
|
| tornado |
0.184
|
0.187
|
1.02×
|
| pyodide |
0.115
|
0.113
|
0.98×
|
| ignite |
0.195
|
0.192
|
0.98×
|
| typeshed-stats |
0.140
|
0.142
|
1.02×
|
| parso |
0.079
|
0.078
|
0.98×
|
| twine |
0.065
|
0.064
|
0.98×
|
| git-revise |
0.065
|
0.064
|
0.99×
|
| altair |
0.506
|
0.499
|
0.99×
|
| build |
0.050
|
0.051
|
1.01×
|
| jax |
1.619
|
1.642
|
1.01×
|
| pyppeteer |
0.101
|
0.100
|
0.99×
|
| dd-trace-py |
1.075
|
1.090
|
1.01×
|
| Expression |
0.065
|
0.064
|
0.99×
|
| manticore |
3.339
|
3.294
|
0.99×
|
| aioredis |
0.146
|
0.148
|
1.01×
|
| sockeye |
0.109
|
0.111
|
1.01×
|
| paasta |
0.192
|
0.190
|
0.99×
|
| static-frame |
0.936
|
0.924
|
0.99×
|
| python-chess |
0.211
|
0.208
|
0.99×
|
| cibuildwheel |
0.069
|
0.069
|
0.99×
|
| operator |
0.147
|
0.149
|
1.01×
|
| colour |
5.060
|
5.117
|
1.01×
|
| archinstall |
0.251
|
0.248
|
0.99×
|
| pytest-robotframework |
0.064
|
0.063
|
0.99×
|
| strawberry |
0.487
|
0.493
|
1.01×
|
| meson |
0.738
|
0.744
|
1.01×
|
| apprise |
0.354
|
0.357
|
1.01×
|
| PyWinCtl |
0.077
|
0.076
|
0.99×
|
| aiortc |
0.113
|
0.113
|
1.01×
|
| urllib3 |
0.139
|
0.137
|
0.99×
|
| bokeh |
0.232
|
0.233
|
1.01×
|
| discord.py |
0.507
|
0.503
|
0.99×
|
| scrapy |
0.244
|
0.242
|
0.99×
|
| flake8 |
0.061
|
0.061
|
1.01×
|
| speedrun.com_global_scoreboard_webapp |
0.081
|
0.081
|
0.99×
|
| django-stubs |
0.168
|
0.169
|
1.01×
|
| django-test-migrations |
0.028
|
0.028
|
1.01×
|
| httpx-caching |
0.061
|
0.061
|
1.01×
|
| zope.interface |
0.116
|
0.115
|
1.00×
|
| pwndbg |
0.327
|
0.329
|
1.00×
|
| mypy-protobuf |
0.078
|
0.078
|
1.00×
|
| graphql-core |
0.224
|
0.225
|
1.00×
|
| websockets |
0.086
|
0.086
|
1.00×
|
| ppb-vector |
0.042
|
0.042
|
1.00×
|
| pandas |
3.003
|
3.014
|
1.00×
|
| scipy-stubs |
0.584
|
0.586
|
1.00×
|
| dedupe |
0.098
|
0.099
|
1.00×
|
| yarl |
0.062
|
0.063
|
1.00×
|
| mkdocs |
0.129
|
0.129
|
1.00×
|
| itsdangerous |
0.032
|
0.032
|
1.00×
|
| DateType |
0.062
|
0.062
|
1.00×
|
| black |
0.089
|
0.089
|
1.00×
|
| stone |
0.124
|
0.124
|
1.00×
|
| com2ann |
0.066
|
0.067
|
1.00×
|
| alectryon |
0.037
|
0.037
|
1.00×
|
| pyp |
0.078
|
0.078
|
1.00×
|
| sphinx |
0.365
|
0.365
|
1.00×
|
| AutoSplit |
0.169
|
0.169
|
1.00×
|
| aiohttp-devtools |
0.080
|
0.080
|
1.00×
|