ty timing diff report
Summary Statistics
7
Speedups (factor < 0.9)
3
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pandas |
0.997
|
1.235
|
1.24×
|
| discord.py |
0.317
|
0.252
|
0.80×
|
| optuna |
0.180
|
0.215
|
1.19×
|
| altair |
0.359
|
0.290
|
0.81×
|
| colour |
1.396
|
1.139
|
0.82×
|
| scikit-learn |
1.253
|
1.052
|
0.84×
|
| pydantic |
0.395
|
0.336
|
0.85×
|
| meson |
0.530
|
0.455
|
0.86×
|
| ppb-vector |
0.048
|
0.055
|
1.14×
|
| kopf |
0.092
|
0.083
|
0.89×
|
| jax |
0.762
|
0.686
|
0.90×
|
| freqtrade |
0.520
|
0.472
|
0.91×
|
| more-itertools |
0.094
|
0.085
|
0.91×
|
| setuptools |
0.352
|
0.321
|
0.91×
|
| strawberry |
0.110
|
0.119
|
1.09×
|
| vision |
0.338
|
0.367
|
1.08×
|
| alerta |
0.131
|
0.142
|
1.08×
|
| cwltool |
0.195
|
0.179
|
0.92×
|
| spack |
0.671
|
0.726
|
1.08×
|
| mkdocs |
0.125
|
0.135
|
1.08×
|
| materialize |
0.334
|
0.360
|
1.08×
|
| django-test-migrations |
0.037
|
0.040
|
1.08×
|
| pybind11 |
0.088
|
0.095
|
1.07×
|
| pwndbg |
0.235
|
0.218
|
0.93×
|
| cloud-init |
0.406
|
0.378
|
0.93×
|
| comtypes |
0.138
|
0.129
|
0.93×
|
| dacite |
0.043
|
0.040
|
0.93×
|
| streamlit |
0.211
|
0.198
|
0.93×
|
| anyio |
0.134
|
0.143
|
1.06×
|
| mongo-python-driver |
0.250
|
0.234
|
0.94×
|
| check-jsonschema |
0.057
|
0.060
|
1.06×
|
| Expression |
0.085
|
0.090
|
1.06×
|
| pycryptodome |
0.218
|
0.204
|
0.94×
|
| pytest-robotframework |
0.070
|
0.065
|
0.94×
|
| artigraph |
0.084
|
0.089
|
1.06×
|
| pyproject-metadata |
0.069
|
0.073
|
1.06×
|
| pylox |
0.067
|
0.063
|
0.94×
|
| zipp |
0.061
|
0.064
|
1.06×
|
| archinstall |
0.230
|
0.218
|
0.95×
|
| beartype |
0.148
|
0.155
|
1.05×
|
| git-revise |
0.077
|
0.073
|
0.95×
|
| openlibrary |
0.222
|
0.211
|
0.95×
|
| websockets |
0.086
|
0.082
|
0.95×
|
| apprise |
0.297
|
0.283
|
0.95×
|
| itsdangerous |
0.040
|
0.042
|
1.05×
|
| egglog-python |
0.423
|
0.404
|
0.95×
|
| imagehash |
0.151
|
0.144
|
0.95×
|
| CPython (peg_generator) |
0.051
|
0.048
|
0.96×
|
| DateType |
0.058
|
0.061
|
1.04×
|
| black |
0.121
|
0.126
|
1.04×
|
| trio |
0.196
|
0.188
|
0.96×
|
| psycopg |
0.217
|
0.226
|
1.04×
|
| jinja |
0.104
|
0.108
|
1.04×
|
| sphinx |
0.299
|
0.311
|
1.04×
|
| yarl |
0.057
|
0.059
|
1.04×
|
| boostedblob |
0.079
|
0.076
|
0.96×
|
| dd-trace-py |
1.110
|
1.152
|
1.04×
|
| koda-validate |
0.092
|
0.088
|
0.96×
|
| pylint |
0.118
|
0.122
|
1.04×
|
| zope.interface |
0.117
|
0.121
|
1.04×
|
| hydpy |
0.452
|
0.436
|
0.97×
|
| alectryon |
0.036
|
0.037
|
1.03×
|
| python-chess |
0.135
|
0.139
|
1.03×
|
| pandera |
1.000
|
1.033
|
1.03×
|
| dulwich |
0.253
|
0.245
|
0.97×
|
| operator |
0.151
|
0.156
|
1.03×
|
| asynq |
0.066
|
0.068
|
1.03×
|
| flake8-pyi |
0.098
|
0.095
|
0.97×
|
| mypy_primer |
0.086
|
0.089
|
1.03×
|
| AutoSplit |
0.161
|
0.156
|
0.97×
|
| packaging |
0.069
|
0.071
|
1.03×
|
| Tanjun |
0.132
|
0.136
|
1.03×
|
| bandersnatch |
0.069
|
0.071
|
1.03×
|
| django-stubs |
0.263
|
0.271
|
1.03×
|
| twine |
0.057
|
0.059
|
1.03×
|
| cryptography |
0.237
|
0.244
|
1.03×
|
| mitmproxy |
0.346
|
0.337
|
0.97×
|
| poetry |
0.203
|
0.198
|
0.97×
|
| rclip |
0.091
|
0.093
|
1.02×
|
| attrs |
0.105
|
0.107
|
1.02×
|
| hydra-zen |
0.132
|
0.129
|
0.98×
|
| ibis |
0.404
|
0.413
|
1.02×
|
| xarray |
0.551
|
0.564
|
1.02×
|
| sockeye |
0.111
|
0.109
|
0.98×
|
| build |
0.065
|
0.066
|
1.02×
|
| pyppeteer |
0.074
|
0.076
|
1.02×
|
| pyjwt |
0.066
|
0.065
|
0.98×
|
| async-utils |
0.073
|
0.072
|
0.98×
|
| pegen |
0.041
|
0.042
|
1.02×
|
| PyGithub |
0.268
|
0.263
|
0.98×
|
| scipy |
1.686
|
1.652
|
0.98×
|
| zulip |
0.930
|
0.912
|
0.98×
|
| isort |
0.560
|
0.571
|
1.02×
|
| scipy-stubs |
0.529
|
0.539
|
1.02×
|
| bokeh |
0.256
|
0.251
|
0.98×
|
| pyinstrument |
0.052
|
0.051
|
0.98×
|
| cibuildwheel |
0.070
|
0.071
|
1.02×
|
| aioredis |
0.155
|
0.152
|
0.98×
|
| pytest |
0.257
|
0.262
|
1.02×
|
| downforeveryone |
0.047
|
0.048
|
1.02×
|
| python-sop |
0.068
|
0.069
|
1.02×
|
| rich |
0.122
|
0.124
|
1.02×
|
| paasta |
0.184
|
0.187
|
1.02×
|
| nox |
0.059
|
0.058
|
0.98×
|
| CPython (Argument Clinic) |
0.082
|
0.083
|
1.02×
|
| aiohttp |
0.265
|
0.261
|
0.98×
|
| pyodide |
0.258
|
0.254
|
0.99×
|
| ignite |
0.216
|
0.219
|
1.01×
|
| typeshed-stats |
0.111
|
0.112
|
1.01×
|
| bidict |
0.059
|
0.060
|
1.01×
|
| porcupine |
0.095
|
0.094
|
0.99×
|
| speedrun.com_global_scoreboard_webapp |
0.080
|
0.081
|
1.01×
|
| pandas-stubs |
12.266
|
12.414
|
1.01×
|
| numpy-stl |
0.211
|
0.209
|
0.99×
|
| parso |
0.250
|
0.247
|
0.99×
|
| paroxython |
0.063
|
0.064
|
1.01×
|
| mypy-protobuf |
0.141
|
0.139
|
0.99×
|
| cki-lib |
0.080
|
0.079
|
0.99×
|
| starlette |
0.093
|
0.092
|
0.99×
|
| nionutils |
0.143
|
0.141
|
0.99×
|
| static-frame |
0.790
|
0.782
|
0.99×
|
| aiortc |
0.096
|
0.097
|
1.01×
|
| pip |
0.317
|
0.320
|
1.01×
|
| PyWinCtl |
0.082
|
0.082
|
1.01×
|
| prefect |
0.727
|
0.734
|
1.01×
|
| CPython (cases_generator) |
0.085
|
0.086
|
1.01×
|
| sympy |
1.905
|
1.921
|
1.01×
|
| mypy |
0.983
|
0.991
|
1.01×
|
| flake8 |
0.056
|
0.056
|
0.99×
|
| schemathesis |
0.179
|
0.177
|
0.99×
|
| svcs |
0.058
|
0.057
|
0.99×
|
| antidote |
0.110
|
0.111
|
1.01×
|
| urllib3 |
0.149
|
0.148
|
0.99×
|
| scrapy |
0.258
|
0.259
|
1.01×
|
| graphql-core |
0.284
|
0.282
|
0.99×
|
| scikit-build-core |
0.104
|
0.105
|
1.01×
|
| com2ann |
0.074
|
0.073
|
0.99×
|
| manticore |
3.077
|
3.095
|
1.01×
|
| aiohttp-devtools |
0.086
|
0.086
|
1.01×
|
| pyp |
0.062
|
0.062
|
1.01×
|
| python-htmlgen |
0.053
|
0.053
|
1.00×
|
| dragonchain |
0.104
|
0.105
|
1.00×
|
| httpx-caching |
0.064
|
0.064
|
1.00×
|
| xarray-dataclasses |
0.221
|
0.221
|
1.00×
|
| janus |
0.075
|
0.075
|
1.00×
|
| werkzeug |
0.128
|
0.128
|
1.00×
|
| stone |
0.143
|
0.144
|
1.00×
|
| rotki |
0.644
|
0.642
|
1.00×
|
| pywin32 |
0.379
|
0.380
|
1.00×
|
| tornado |
0.206
|
0.206
|
1.00×
|
| arviz |
0.216
|
0.215
|
1.00×
|
| schema_salad |
0.161
|
0.161
|
1.00×
|
| mkosi |
0.194
|
0.194
|
1.00×
|
| dedupe |
0.072
|
0.072
|
1.00×
|
| kornia |
0.196
|
0.197
|
1.00×
|
| core |
2.882
|
2.884
|
1.00×
|