ty timing diff report
Summary Statistics
0
Speedups (factor < 0.9)
12
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| scipy |
8.336
|
10.741
|
1.29×
|
| scikit-learn |
2.460
|
2.925
|
1.19×
|
| rich |
0.114
|
0.131
|
1.15×
|
| openlibrary |
0.165
|
0.190
|
1.15×
|
| rotki |
0.826
|
0.949
|
1.15×
|
| psycopg |
0.141
|
0.161
|
1.14×
|
| pyodide |
0.100
|
0.113
|
1.13×
|
| zulip |
0.896
|
1.007
|
1.12×
|
| python-htmlgen |
0.041
|
0.045
|
1.10×
|
| beartype |
0.072
|
0.079
|
1.10×
|
| optuna |
0.219
|
0.241
|
1.10×
|
| pylint |
0.092
|
0.102
|
1.10×
|
| mypy_primer |
0.068
|
0.075
|
1.10×
|
| jax |
1.877
|
1.705
|
0.91×
|
| graphql-core |
0.206
|
0.224
|
1.08×
|
| xarray-dataclasses |
0.012
|
0.013
|
1.08×
|
| setuptools |
0.400
|
0.432
|
1.08×
|
| mongo-python-driver |
0.163
|
0.176
|
1.08×
|
| itsdangerous |
0.032
|
0.034
|
1.07×
|
| pip |
0.579
|
0.621
|
1.07×
|
| yarl |
0.059
|
0.063
|
1.07×
|
| werkzeug |
0.129
|
0.121
|
0.93×
|
| flake8 |
0.056
|
0.059
|
1.07×
|
| bokeh |
0.209
|
0.196
|
0.94×
|
| pyjwt |
0.051
|
0.054
|
1.06×
|
| porcupine |
0.075
|
0.080
|
1.06×
|
| mitmproxy |
0.226
|
0.211
|
0.94×
|
| bandersnatch |
0.066
|
0.071
|
1.06×
|
| pandera |
0.405
|
0.380
|
0.94×
|
| Expression |
0.066
|
0.062
|
0.94×
|
| pandas-stubs |
1.456
|
1.542
|
1.06×
|
| schemathesis |
0.135
|
0.128
|
0.94×
|
| attrs |
0.088
|
0.093
|
1.06×
|
| koda-validate |
0.113
|
0.119
|
1.06×
|
| zope.interface |
0.108
|
0.114
|
1.05×
|
| comtypes |
0.108
|
0.113
|
1.05×
|
| pyppeteer |
0.097
|
0.102
|
1.05×
|
| PyGithub |
0.231
|
0.243
|
1.05×
|
| trio |
0.129
|
0.136
|
1.05×
|
| pyp |
0.074
|
0.078
|
1.05×
|
| pegen |
0.048
|
0.050
|
1.05×
|
| artigraph |
0.111
|
0.117
|
1.05×
|
| pwndbg |
0.297
|
0.282
|
0.95×
|
| scikit-build-core |
0.090
|
0.085
|
0.95×
|
| vision |
0.474
|
0.496
|
1.05×
|
| pyinstrument |
0.057
|
0.059
|
1.05×
|
| poetry |
0.184
|
0.192
|
1.04×
|
| dedupe |
0.096
|
0.100
|
1.04×
|
| async-utils |
0.053
|
0.055
|
1.04×
|
| kopf |
0.093
|
0.097
|
1.04×
|
| bidict |
0.047
|
0.049
|
1.04×
|
| black |
0.091
|
0.087
|
0.96×
|
| dacite |
0.033
|
0.032
|
0.96×
|
| websockets |
0.078
|
0.081
|
1.04×
|
| httpx-caching |
0.058
|
0.061
|
1.04×
|
| ignite |
0.181
|
0.174
|
0.96×
|
| altair |
0.467
|
0.485
|
1.04×
|
| rclip |
0.112
|
0.108
|
0.96×
|
| streamlit |
0.162
|
0.156
|
0.96×
|
| mkdocs |
0.114
|
0.117
|
1.03×
|
| anyio |
0.134
|
0.139
|
1.03×
|
| nox |
0.064
|
0.066
|
1.03×
|
| static-frame |
0.801
|
0.827
|
1.03×
|
| django-test-migrations |
0.026
|
0.027
|
1.03×
|
| pytest |
0.282
|
0.273
|
0.97×
|
| twine |
0.061
|
0.063
|
1.03×
|
| zipp |
0.051
|
0.053
|
1.03×
|
| parso |
0.075
|
0.077
|
1.03×
|
| pycryptodome |
0.232
|
0.226
|
0.97×
|
| pywin32 |
0.293
|
0.301
|
1.03×
|
| isort |
0.070
|
0.072
|
1.03×
|
| scrapy |
0.199
|
0.204
|
1.03×
|
| cwltool |
0.252
|
0.245
|
0.97×
|
| starlette |
0.073
|
0.075
|
1.03×
|
| ppb-vector |
0.042
|
0.043
|
1.03×
|
| flake8-pyi |
0.098
|
0.100
|
1.03×
|
| pybind11 |
0.070
|
0.071
|
1.03×
|
| materialize |
0.238
|
0.232
|
0.97×
|
| stone |
0.119
|
0.116
|
0.97×
|
| paasta |
0.173
|
0.178
|
1.02×
|
| dragonchain |
0.082
|
0.084
|
1.02×
|
| git-revise |
0.065
|
0.066
|
1.02×
|
| imagehash |
0.143
|
0.147
|
1.02×
|
| hydpy |
0.624
|
0.639
|
1.02×
|
| aiortc |
0.119
|
0.117
|
0.98×
|
| operator |
0.145
|
0.149
|
1.02×
|
| prefect |
0.577
|
0.591
|
1.02×
|
| mkosi |
0.188
|
0.193
|
1.02×
|
| pydantic |
46.838
|
45.769
|
0.98×
|
| svcs |
0.051
|
0.052
|
1.02×
|
| DateType |
0.060
|
0.062
|
1.02×
|
| janus |
0.073
|
0.074
|
1.02×
|
| typeshed-stats |
0.135
|
0.138
|
1.02×
|
| aiohttp |
0.112
|
0.110
|
0.98×
|
| hydra-zen |
0.189
|
0.193
|
1.02×
|
| boostedblob |
0.083
|
0.085
|
1.02×
|
| cloud-init |
0.407
|
0.415
|
1.02×
|
| paroxython |
0.053
|
0.054
|
1.02×
|
| packaging |
0.054
|
0.055
|
1.02×
|
| aiohttp-devtools |
0.078
|
0.079
|
1.02×
|
| apprise |
0.326
|
0.332
|
1.02×
|
| pandas |
2.870
|
2.922
|
1.02×
|
| python-sop |
0.060
|
0.061
|
1.02×
|
| mypy |
0.672
|
0.684
|
1.02×
|
| meson |
0.636
|
0.625
|
0.98×
|
| mypy-protobuf |
0.077
|
0.078
|
1.02×
|
| alectryon |
0.039
|
0.038
|
0.98×
|
| ibis |
0.303
|
0.298
|
0.99×
|
| dulwich |
0.246
|
0.243
|
0.99×
|
| urllib3 |
0.126
|
0.124
|
0.99×
|
| core |
2.084
|
2.056
|
0.99×
|
| python-chess |
0.209
|
0.212
|
1.01×
|
| AutoSplit |
0.170
|
0.172
|
1.01×
|
| xarray |
1.095
|
1.109
|
1.01×
|
| alerta |
0.099
|
0.100
|
1.01×
|
| nionutils |
0.088
|
0.089
|
1.01×
|
| com2ann |
0.064
|
0.065
|
1.01×
|
| downforeveryone |
0.035
|
0.035
|
1.01×
|
| kornia |
0.189
|
0.187
|
0.99×
|
| check-jsonschema |
0.050
|
0.051
|
1.01×
|
| freqtrade |
0.403
|
0.400
|
0.99×
|
| colour |
4.811
|
4.857
|
1.01×
|
| tornado |
0.169
|
0.170
|
1.01×
|
| sphinx |
0.291
|
0.293
|
1.01×
|
| asynq |
0.055
|
0.054
|
0.99×
|
| schema_salad |
0.191
|
0.192
|
1.01×
|
| Tanjun |
0.165
|
0.166
|
1.01×
|
| egglog-python |
16.778
|
16.868
|
1.01×
|
| django-stubs |
0.171
|
0.170
|
1.00×
|
| arviz |
0.282
|
0.281
|
1.00×
|
| manticore |
3.253
|
3.269
|
1.00×
|
| aioredis |
0.148
|
0.149
|
1.00×
|
| more-itertools |
0.095
|
0.096
|
1.00×
|
| cki-lib |
0.083
|
0.083
|
1.00×
|
| pytest-robotframework |
0.061
|
0.061
|
1.00×
|
| spack |
0.568
|
0.567
|
1.00×
|
| antidote |
0.195
|
0.195
|
1.00×
|
| sockeye |
0.097
|
0.097
|
1.00×
|
| strawberry |
0.478
|
0.479
|
1.00×
|
| dd-trace-py |
1.011
|
1.009
|
1.00×
|
| pylox |
1.035
|
1.033
|
1.00×
|
| sympy |
2.033
|
2.029
|
1.00×
|
| speedrun.com_global_scoreboard_webapp |
0.080
|
0.080
|
1.00×
|
| discord.py |
0.473
|
0.474
|
1.00×
|
| jinja |
0.242
|
0.242
|
1.00×
|
| PyWinCtl |
0.075
|
0.075
|
1.00×
|