ty timing diff report
Summary Statistics
8
Speedups (factor < 0.9)
5
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pandas |
1.074
|
1.478
|
1.38×
|
| pandas-stubs |
7.374
|
5.943
|
0.81×
|
| pip |
0.492
|
0.398
|
0.81×
|
| setuptools |
0.338
|
0.401
|
1.19×
|
| trio |
0.197
|
0.228
|
1.16×
|
| mongo-python-driver |
0.323
|
0.277
|
0.86×
|
| pycryptodome |
0.227
|
0.197
|
0.87×
|
| pytest-robotframework |
0.060
|
0.068
|
1.13×
|
| discord.py |
0.314
|
0.277
|
0.88×
|
| aiohttp |
0.267
|
0.297
|
1.11×
|
| sympy |
2.196
|
1.955
|
0.89×
|
| graphql-core |
0.219
|
0.195
|
0.89×
|
| dulwich |
0.309
|
0.277
|
0.90×
|
| porcupine |
0.088
|
0.097
|
1.10×
|
| zulip |
1.021
|
0.928
|
0.91×
|
| openlibrary |
0.217
|
0.235
|
1.08×
|
| optuna |
0.197
|
0.213
|
1.08×
|
| core |
3.095
|
2.845
|
0.92×
|
| more-itertools |
0.119
|
0.111
|
0.93×
|
| pywin32 |
0.367
|
0.393
|
1.07×
|
| archinstall |
0.219
|
0.204
|
0.93×
|
| scikit-learn |
2.395
|
2.561
|
1.07×
|
| scipy |
2.518
|
2.348
|
0.93×
|
| static-frame |
0.789
|
0.735
|
0.93×
|
| yarl |
0.072
|
0.068
|
0.94×
|
| mypy |
1.070
|
1.007
|
0.94×
|
| cwltool |
0.187
|
0.176
|
0.94×
|
| asynq |
0.071
|
0.075
|
1.06×
|
| paasta |
0.199
|
0.188
|
0.94×
|
| vision |
0.411
|
0.433
|
1.06×
|
| dd-trace-py |
1.138
|
1.199
|
1.05×
|
| scipy-stubs |
0.502
|
0.527
|
1.05×
|
| dragonchain |
0.105
|
0.110
|
1.05×
|
| python-chess |
0.175
|
0.183
|
1.05×
|
| flake8 |
0.061
|
0.064
|
1.05×
|
| spack |
0.729
|
0.761
|
1.04×
|
| psycopg |
0.233
|
0.223
|
0.96×
|
| pylint |
0.118
|
0.122
|
1.04×
|
| pegen |
0.052
|
0.049
|
0.96×
|
| bokeh |
0.262
|
0.273
|
1.04×
|
| build |
0.062
|
0.064
|
1.04×
|
| streamlit |
0.210
|
0.218
|
1.04×
|
| pylox |
0.070
|
0.073
|
1.04×
|
| artigraph |
0.103
|
0.099
|
0.96×
|
| packaging |
0.063
|
0.065
|
1.04×
|
| urllib3 |
0.155
|
0.149
|
0.96×
|
| tornado |
0.212
|
0.204
|
0.96×
|
| egglog-python |
0.403
|
0.388
|
0.96×
|
| numpy-stl |
0.243
|
0.234
|
0.96×
|
| operator |
0.142
|
0.147
|
1.04×
|
| kopf |
0.084
|
0.081
|
0.96×
|
| paroxython |
0.063
|
0.060
|
0.96×
|
| pyinstrument |
0.063
|
0.061
|
0.97×
|
| freqtrade |
0.544
|
0.526
|
0.97×
|
| DateType |
0.060
|
0.058
|
0.97×
|
| cibuildwheel |
0.068
|
0.070
|
1.03×
|
| alerta |
0.151
|
0.146
|
0.97×
|
| AutoSplit |
0.154
|
0.149
|
0.97×
|
| django-test-migrations |
0.039
|
0.037
|
0.97×
|
| rclip |
0.089
|
0.092
|
1.03×
|
| mypy-protobuf |
0.115
|
0.111
|
0.97×
|
| ignite |
0.225
|
0.232
|
1.03×
|
| nionutils |
0.079
|
0.081
|
1.03×
|
| PyGithub |
0.272
|
0.264
|
0.97×
|
| sockeye |
0.111
|
0.108
|
0.97×
|
| Expression |
0.085
|
0.087
|
1.03×
|
| zope.interface |
0.124
|
0.127
|
1.03×
|
| apprise |
0.268
|
0.275
|
1.03×
|
| python-sop |
0.075
|
0.077
|
1.03×
|
| meson |
0.514
|
0.527
|
1.03×
|
| mkdocs |
0.141
|
0.145
|
1.03×
|
| janus |
0.073
|
0.074
|
1.02×
|
| speedrun.com_global_scoreboard_webapp |
0.081
|
0.083
|
1.02×
|
| werkzeug |
0.136
|
0.132
|
0.98×
|
| pybind11 |
0.091
|
0.093
|
1.02×
|
| schemathesis |
0.188
|
0.193
|
1.02×
|
| beartype |
0.152
|
0.155
|
1.02×
|
| websockets |
0.079
|
0.077
|
0.98×
|
| colour |
5.439
|
5.324
|
0.98×
|
| pwndbg |
0.340
|
0.333
|
0.98×
|
| bidict |
0.055
|
0.054
|
0.98×
|
| kornia |
0.205
|
0.200
|
0.98×
|
| git-revise |
0.072
|
0.074
|
1.02×
|
| anyio |
0.141
|
0.138
|
0.98×
|
| hydpy |
0.452
|
0.461
|
1.02×
|
| prefect |
0.831
|
0.846
|
1.02×
|
| httpx-caching |
0.062
|
0.063
|
1.02×
|
| itsdangerous |
0.041
|
0.042
|
1.02×
|
| aiortc |
0.103
|
0.102
|
0.98×
|
| pytest |
0.270
|
0.266
|
0.98×
|
| xarray |
0.672
|
0.662
|
0.98×
|
| imagehash |
0.144
|
0.142
|
0.98×
|
| twine |
0.072
|
0.073
|
1.02×
|
| python-htmlgen |
0.056
|
0.055
|
0.99×
|
| sphinx |
0.333
|
0.338
|
1.01×
|
| cloud-init |
0.432
|
0.426
|
0.99×
|
| typeshed-stats |
0.137
|
0.139
|
1.01×
|
| jax |
1.470
|
1.450
|
0.99×
|
| com2ann |
0.073
|
0.074
|
1.01×
|
| nox |
0.073
|
0.074
|
1.01×
|
| CPython (peg_generator) |
0.066
|
0.067
|
1.01×
|
| boostedblob |
0.098
|
0.097
|
0.99×
|
| pyppeteer |
0.074
|
0.075
|
1.01×
|
| cki-lib |
0.087
|
0.086
|
0.99×
|
| isort |
0.638
|
0.646
|
1.01×
|
| koda-validate |
0.103
|
0.102
|
0.99×
|
| ppb-vector |
0.048
|
0.049
|
1.01×
|
| alectryon |
0.044
|
0.044
|
1.01×
|
| CPython (Argument Clinic) |
0.083
|
0.084
|
1.01×
|
| check-jsonschema |
0.054
|
0.055
|
1.01×
|
| poetry |
0.216
|
0.213
|
0.99×
|
| pyproject-metadata |
0.067
|
0.068
|
1.01×
|
| scrapy |
0.258
|
0.261
|
1.01×
|
| downforeveryone |
0.045
|
0.045
|
0.99×
|
| pyjwt |
0.063
|
0.064
|
1.01×
|
| pyodide |
0.242
|
0.244
|
1.01×
|
| async-utils |
0.065
|
0.066
|
1.01×
|
| pyp |
0.085
|
0.086
|
1.01×
|
| comtypes |
0.137
|
0.138
|
1.01×
|
| svcs |
0.055
|
0.055
|
1.01×
|
| pandera |
0.960
|
0.968
|
1.01×
|
| hydra-zen |
0.202
|
0.200
|
0.99×
|
| schema_salad |
0.175
|
0.173
|
0.99×
|
| dedupe |
0.092
|
0.091
|
0.99×
|
| stone |
0.175
|
0.177
|
1.01×
|
| mypy_primer |
0.081
|
0.080
|
0.99×
|
| manticore |
3.058
|
3.081
|
1.01×
|
| black |
0.121
|
0.120
|
0.99×
|
| django-stubs |
0.265
|
0.266
|
1.01×
|
| flake8-pyi |
0.092
|
0.091
|
0.99×
|
| Tanjun |
0.156
|
0.155
|
0.99×
|
| mkosi |
0.201
|
0.203
|
1.01×
|
| PyWinCtl |
0.082
|
0.082
|
1.01×
|
| arviz |
0.214
|
0.215
|
1.01×
|
| aiohttp-devtools |
0.083
|
0.082
|
0.99×
|
| altair |
0.373
|
0.371
|
0.99×
|
| jinja |
0.119
|
0.118
|
0.99×
|
| scikit-build-core |
0.103
|
0.103
|
0.99×
|
| aioredis |
0.152
|
0.153
|
1.01×
|
| parso |
0.292
|
0.294
|
1.01×
|
| bandersnatch |
0.085
|
0.085
|
0.99×
|
| attrs |
0.110
|
0.110
|
1.00×
|
| mitmproxy |
0.319
|
0.317
|
1.00×
|
| zipp |
0.057
|
0.058
|
1.00×
|
| pydantic |
0.470
|
0.472
|
1.00×
|
| xarray-dataclasses |
0.283
|
0.284
|
1.00×
|
| starlette |
0.101
|
0.101
|
1.00×
|
| ibis |
0.431
|
0.432
|
1.00×
|
| antidote |
0.101
|
0.101
|
1.00×
|
| cryptography |
0.270
|
0.269
|
1.00×
|
| materialize |
0.393
|
0.392
|
1.00×
|
| rich |
0.129
|
0.129
|
1.00×
|
| strawberry |
0.201
|
0.201
|
1.00×
|
| CPython (cases_generator) |
0.080
|
0.080
|
1.00×
|
| dacite |
0.041
|
0.041
|
1.00×
|
| rotki |
0.656
|
0.655
|
1.00×
|