ty timing diff report
Summary Statistics
4
Speedups (factor < 0.9)
10
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| jax |
1.520
|
1.849
|
1.22×
|
| xarray-dataclasses |
0.012
|
0.014
|
1.17×
|
| prefect |
0.524
|
0.610
|
1.17×
|
| streamlit |
0.162
|
0.139
|
0.86×
|
| materialize |
0.222
|
0.253
|
1.14×
|
| downforeveryone |
0.035
|
0.040
|
1.14×
|
| PyGithub |
0.212
|
0.239
|
1.13×
|
| git-revise |
0.058
|
0.065
|
1.13×
|
| mkdocs |
0.099
|
0.110
|
1.12×
|
| mitmproxy |
0.224
|
0.201
|
0.90×
|
| scikit-learn |
1.081
|
0.969
|
0.90×
|
| kopf |
0.095
|
0.105
|
1.10×
|
| ibis |
0.324
|
0.292
|
0.90×
|
| artigraph |
0.108
|
0.119
|
1.10×
|
| hydpy |
0.294
|
0.323
|
1.10×
|
| aiohttp |
0.107
|
0.117
|
1.10×
|
| beartype |
0.077
|
0.084
|
1.10×
|
| alerta |
0.099
|
0.109
|
1.10×
|
| static-frame |
0.760
|
0.832
|
1.09×
|
| yarl |
0.060
|
0.065
|
1.09×
|
| meson |
0.660
|
0.601
|
0.91×
|
| cloud-init |
0.389
|
0.355
|
0.91×
|
| dacite |
0.032
|
0.035
|
1.09×
|
| DateType |
0.059
|
0.064
|
1.09×
|
| pyodide |
0.105
|
0.113
|
1.08×
|
| scikit-build-core |
0.097
|
0.089
|
0.92×
|
| dd-trace-py |
0.991
|
0.914
|
0.92×
|
| django-stubs |
0.164
|
0.176
|
1.07×
|
| psycopg |
0.147
|
0.136
|
0.93×
|
| twine |
0.061
|
0.065
|
1.07×
|
| dragonchain |
0.086
|
0.080
|
0.93×
|
| schemathesis |
0.121
|
0.130
|
1.07×
|
| apprise |
0.300
|
0.320
|
1.07×
|
| speedrun.com_global_scoreboard_webapp |
0.079
|
0.084
|
1.07×
|
| django-test-migrations |
0.024
|
0.026
|
1.06×
|
| sphinx |
0.288
|
0.306
|
1.06×
|
| optuna |
0.228
|
0.214
|
0.94×
|
| graphql-core |
0.195
|
0.207
|
1.06×
|
| hydra-zen |
0.153
|
0.162
|
1.06×
|
| cwltool |
0.230
|
0.243
|
1.06×
|
| imagehash |
0.102
|
0.108
|
1.06×
|
| check-jsonschema |
0.050
|
0.053
|
1.06×
|
| flake8 |
0.059
|
0.062
|
1.06×
|
| ppb-vector |
0.044
|
0.042
|
0.94×
|
| rclip |
0.062
|
0.066
|
1.05×
|
| rotki |
0.972
|
0.922
|
0.95×
|
| mypy_primer |
0.065
|
0.068
|
1.05×
|
| setuptools |
0.396
|
0.416
|
1.05×
|
| openlibrary |
0.189
|
0.198
|
1.05×
|
| altair |
0.385
|
0.403
|
1.05×
|
| python-sop |
0.060
|
0.063
|
1.05×
|
| bandersnatch |
0.069
|
0.065
|
0.95×
|
| paroxython |
0.052
|
0.055
|
1.05×
|
| strawberry |
0.104
|
0.109
|
1.05×
|
| sockeye |
0.106
|
0.111
|
1.05×
|
| operator |
0.140
|
0.134
|
0.95×
|
| comtypes |
0.107
|
0.112
|
1.05×
|
| arviz |
0.233
|
0.222
|
0.95×
|
| zope.interface |
0.105
|
0.109
|
1.04×
|
| pyinstrument |
0.056
|
0.059
|
1.04×
|
| core |
2.227
|
2.134
|
0.96×
|
| websockets |
0.078
|
0.081
|
1.04×
|
| trio |
0.130
|
0.125
|
0.96×
|
| scipy |
9.263
|
8.897
|
0.96×
|
| pip |
0.545
|
0.566
|
1.04×
|
| pandera |
0.364
|
0.350
|
0.96×
|
| spack |
0.530
|
0.550
|
1.04×
|
| pytest |
0.271
|
0.281
|
1.04×
|
| janus |
0.071
|
0.073
|
1.04×
|
| httpx-caching |
0.061
|
0.064
|
1.04×
|
| kornia |
0.192
|
0.199
|
1.04×
|
| mkosi |
0.191
|
0.198
|
1.03×
|
| starlette |
0.069
|
0.071
|
1.03×
|
| more-itertools |
0.092
|
0.095
|
1.03×
|
| porcupine |
0.075
|
0.078
|
1.03×
|
| pybind11 |
0.067
|
0.070
|
1.03×
|
| python-chess |
0.213
|
0.206
|
0.97×
|
| parso |
0.076
|
0.079
|
1.03×
|
| asynq |
0.054
|
0.053
|
0.97×
|
| ignite |
0.168
|
0.174
|
1.03×
|
| zulip |
0.806
|
0.832
|
1.03×
|
| pytest-robotframework |
0.062
|
0.060
|
0.97×
|
| vision |
0.420
|
0.434
|
1.03×
|
| pyppeteer |
0.100
|
0.103
|
1.03×
|
| com2ann |
0.067
|
0.069
|
1.03×
|
| async-utils |
0.054
|
0.056
|
1.03×
|
| typeshed-stats |
0.136
|
0.140
|
1.03×
|
| koda-validate |
0.112
|
0.115
|
1.03×
|
| colour |
1.174
|
1.209
|
1.03×
|
| tornado |
0.164
|
0.168
|
1.03×
|
| aioredis |
0.143
|
0.147
|
1.03×
|
| dedupe |
0.101
|
0.104
|
1.03×
|
| rich |
0.119
|
0.115
|
0.97×
|
| anyio |
0.135
|
0.131
|
0.97×
|
| flake8-pyi |
0.102
|
0.100
|
0.97×
|
| pydantic |
47.087
|
45.809
|
0.97×
|
| bidict |
0.046
|
0.047
|
1.03×
|
| freqtrade |
0.241
|
0.235
|
0.97×
|
| jinja |
0.236
|
0.242
|
1.03×
|
| nionutils |
0.089
|
0.087
|
0.98×
|
| pyjwt |
0.052
|
0.053
|
1.02×
|
| nox |
0.070
|
0.069
|
0.98×
|
| python-htmlgen |
0.041
|
0.042
|
1.02×
|
| schema_salad |
0.187
|
0.183
|
0.98×
|
| packaging |
0.055
|
0.054
|
0.98×
|
| pandas |
2.425
|
2.472
|
1.02×
|
| svcs |
0.050
|
0.051
|
1.02×
|
| urllib3 |
0.130
|
0.127
|
0.98×
|
| manticore |
3.282
|
3.341
|
1.02×
|
| xarray |
0.839
|
0.824
|
0.98×
|
| pyp |
0.077
|
0.079
|
1.02×
|
| poetry |
0.195
|
0.191
|
0.98×
|
| mongo-python-driver |
0.163
|
0.166
|
1.02×
|
| pylint |
0.102
|
0.100
|
0.98×
|
| aiohttp-devtools |
0.076
|
0.078
|
1.02×
|
| cki-lib |
0.087
|
0.085
|
0.98×
|
| pycryptodome |
0.219
|
0.215
|
0.99×
|
| mypy-protobuf |
0.077
|
0.076
|
0.99×
|
| stone |
0.119
|
0.120
|
1.01×
|
| alectryon |
0.037
|
0.037
|
0.99×
|
| bokeh |
0.184
|
0.182
|
0.99×
|
| scrapy |
0.202
|
0.204
|
1.01×
|
| itsdangerous |
0.034
|
0.033
|
0.99×
|
| pwndbg |
0.292
|
0.295
|
1.01×
|
| antidote |
0.172
|
0.170
|
0.99×
|
| pegen |
0.046
|
0.046
|
1.01×
|
| aiortc |
0.117
|
0.115
|
0.99×
|
| Tanjun |
0.150
|
0.151
|
1.01×
|
| attrs |
0.091
|
0.090
|
0.99×
|
| Expression |
0.063
|
0.064
|
1.01×
|
| paasta |
0.177
|
0.175
|
0.99×
|
| pylox |
1.016
|
1.024
|
1.01×
|
| zipp |
0.052
|
0.052
|
0.99×
|
| black |
0.089
|
0.088
|
0.99×
|
| dulwich |
0.241
|
0.239
|
0.99×
|
| AutoSplit |
0.167
|
0.168
|
1.01×
|
| pandas-stubs |
1.545
|
1.537
|
0.99×
|
| discord.py |
0.423
|
0.421
|
0.99×
|
| PyWinCtl |
0.075
|
0.076
|
1.01×
|
| werkzeug |
0.123
|
0.122
|
0.99×
|
| isort |
0.072
|
0.072
|
1.00×
|
| mypy |
0.697
|
0.699
|
1.00×
|
| egglog-python |
17.011
|
16.969
|
1.00×
|
| pywin32 |
0.318
|
0.319
|
1.00×
|
| boostedblob |
0.089
|
0.089
|
1.00×
|
| sympy |
1.928
|
1.926
|
1.00×
|