ty timing diff report
Summary Statistics
3
Speedups (factor < 0.9)
5
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pandas |
1.260
|
1.522
|
1.21×
|
| setuptools |
0.393
|
0.313
|
0.80×
|
| scikit-learn |
0.944
|
1.084
|
1.15×
|
| static-frame |
0.574
|
0.650
|
1.13×
|
| black |
0.137
|
0.120
|
0.87×
|
| pip |
0.389
|
0.342
|
0.88×
|
| prefect |
0.996
|
1.117
|
1.12×
|
| strawberry |
0.106
|
0.119
|
1.12×
|
| rich |
0.088
|
0.080
|
0.91×
|
| dedupe |
0.079
|
0.085
|
1.08×
|
| dulwich |
0.272
|
0.292
|
1.08×
|
| flake8 |
0.056
|
0.052
|
0.93×
|
| scipy |
2.345
|
2.182
|
0.93×
|
| optuna |
0.239
|
0.256
|
1.07×
|
| zope.interface |
0.090
|
0.096
|
1.07×
|
| jax |
0.758
|
0.809
|
1.07×
|
| schemathesis |
0.232
|
0.248
|
1.07×
|
| colour |
6.206
|
6.616
|
1.07×
|
| operator |
0.118
|
0.125
|
1.06×
|
| alerta |
0.115
|
0.122
|
1.06×
|
| pydantic |
0.618
|
0.579
|
0.94×
|
| egglog-python |
0.227
|
0.241
|
1.06×
|
| cryptography |
0.236
|
0.250
|
1.06×
|
| yarl |
0.059
|
0.055
|
0.94×
|
| pybind11 |
0.081
|
0.076
|
0.94×
|
| spark |
1.108
|
1.047
|
0.94×
|
| nox |
0.054
|
0.057
|
1.06×
|
| build |
0.055
|
0.058
|
1.05×
|
| pandera |
0.793
|
0.833
|
1.05×
|
| AutoSplit |
0.117
|
0.111
|
0.95×
|
| pegen |
0.043
|
0.041
|
0.95×
|
| git-revise |
0.059
|
0.056
|
0.95×
|
| pycryptodome |
0.230
|
0.219
|
0.96×
|
| scrapy |
0.238
|
0.249
|
1.04×
|
| downforeveryone |
0.041
|
0.039
|
0.96×
|
| beartype |
0.129
|
0.134
|
1.04×
|
| django-modern-rest |
0.094
|
0.090
|
0.96×
|
| pwndbg |
0.296
|
0.308
|
1.04×
|
| pyjwt |
0.052
|
0.054
|
1.04×
|
| porcupine |
0.082
|
0.078
|
0.96×
|
| check-jsonschema |
0.047
|
0.045
|
0.96×
|
| trio |
0.192
|
0.200
|
1.04×
|
| apprise |
0.379
|
0.365
|
0.96×
|
| vision |
0.310
|
0.322
|
1.04×
|
| async-utils |
0.058
|
0.060
|
1.04×
|
| meson |
0.518
|
0.498
|
0.96×
|
| typeshed-stats |
0.111
|
0.115
|
1.04×
|
| jinja |
0.089
|
0.086
|
0.96×
|
| CPython (Argument Clinic) |
0.066
|
0.068
|
1.03×
|
| mongo-python-driver |
0.267
|
0.257
|
0.97×
|
| aiohttp |
0.254
|
0.263
|
1.03×
|
| sympy |
3.200
|
3.302
|
1.03×
|
| schema_salad |
0.172
|
0.177
|
1.03×
|
| streamlit |
0.194
|
0.200
|
1.03×
|
| com2ann |
0.060
|
0.062
|
1.03×
|
| pytest |
0.254
|
0.246
|
0.97×
|
| CPython (cases_generator) |
0.066
|
0.068
|
1.03×
|
| altair |
0.192
|
0.197
|
1.03×
|
| scikit-build-core |
0.096
|
0.098
|
1.03×
|
| packaging |
0.057
|
0.058
|
1.03×
|
| anyio |
0.109
|
0.112
|
1.03×
|
| asynq |
0.058
|
0.059
|
1.03×
|
| discord.py |
0.246
|
0.253
|
1.03×
|
| rclip |
0.068
|
0.066
|
0.97×
|
| bokeh |
0.230
|
0.236
|
1.03×
|
| pylint |
0.136
|
0.133
|
0.97×
|
| paasta |
0.181
|
0.186
|
1.03×
|
| ignite |
0.212
|
0.217
|
1.03×
|
| antidote |
0.122
|
0.125
|
1.03×
|
| openlibrary |
0.208
|
0.213
|
1.03×
|
| comtypes |
0.123
|
0.120
|
0.97×
|
| koda-validate |
0.083
|
0.085
|
1.02×
|
| python-chess |
0.125
|
0.128
|
1.02×
|
| dd-trace-py |
1.120
|
1.146
|
1.02×
|
| psycopg |
0.228
|
0.233
|
1.02×
|
| mypy_primer |
0.064
|
0.065
|
1.02×
|
| Tanjun |
0.124
|
0.127
|
1.02×
|
| freqtrade |
0.380
|
0.372
|
0.98×
|
| pyp |
0.064
|
0.062
|
0.98×
|
| dragonchain |
0.087
|
0.085
|
0.98×
|
| cki-lib |
0.076
|
0.074
|
0.98×
|
| pytest-autoprofile |
0.080
|
0.082
|
1.02×
|
| core |
2.942
|
2.881
|
0.98×
|
| materialize |
0.355
|
0.362
|
1.02×
|
| mitmproxy |
0.537
|
0.526
|
0.98×
|
| werkzeug |
0.115
|
0.118
|
1.02×
|
| flake8-pyi |
0.074
|
0.076
|
1.02×
|
| aiortc |
0.083
|
0.081
|
0.98×
|
| rotki |
0.649
|
0.636
|
0.98×
|
| mypy-protobuf |
0.115
|
0.117
|
1.02×
|
| svcs |
0.047
|
0.046
|
0.98×
|
| numpy-stl |
0.165
|
0.168
|
1.02×
|
| itsdangerous |
0.034
|
0.033
|
0.98×
|
| boostedblob |
0.078
|
0.079
|
1.02×
|
| isort |
0.180
|
0.177
|
0.98×
|
| starlette |
0.091
|
0.090
|
0.98×
|
| bandersnatch |
0.076
|
0.078
|
1.01×
|
| aiohttp-devtools |
0.068
|
0.070
|
1.01×
|
| cibuildwheel |
0.062
|
0.063
|
1.01×
|
| pyodide |
0.216
|
0.213
|
0.99×
|
| aioredis |
0.124
|
0.126
|
1.01×
|
| zipp |
0.044
|
0.045
|
1.01×
|
| scipy-stubs |
0.537
|
0.529
|
0.99×
|
| cloud-init |
0.378
|
0.373
|
0.99×
|
| mkdocs |
0.112
|
0.110
|
0.99×
|
| python-htmlgen |
0.048
|
0.049
|
1.01×
|
| manticore |
2.500
|
2.532
|
1.01×
|
| ibis |
0.490
|
0.496
|
1.01×
|
| pyinstrument |
0.048
|
0.048
|
1.01×
|
| arviz |
0.154
|
0.156
|
1.01×
|
| nionutils |
0.113
|
0.112
|
0.99×
|
| PyWinCtl |
0.062
|
0.061
|
0.99×
|
| CPython (peg_generator) |
0.052
|
0.051
|
0.99×
|
| django-test-migrations |
0.040
|
0.040
|
0.99×
|
| attrs |
0.093
|
0.094
|
1.01×
|
| bidict |
0.042
|
0.043
|
1.01×
|
| janus |
0.055
|
0.055
|
1.01×
|
| pandas-stubs |
2.916
|
2.946
|
1.01×
|
| twine |
0.058
|
0.057
|
0.99×
|
| mkosi |
0.166
|
0.165
|
0.99×
|
| imagehash |
0.109
|
0.110
|
1.01×
|
| mypy |
0.901
|
0.892
|
0.99×
|
| poetry |
0.194
|
0.196
|
1.01×
|
| hydra-zen |
0.133
|
0.135
|
1.01×
|
| cwltool |
0.145
|
0.144
|
0.99×
|
| zulip |
0.815
|
0.822
|
1.01×
|
| xarray-dataclasses |
0.218
|
0.220
|
1.01×
|
| stone |
0.127
|
0.128
|
1.01×
|
| PyGithub |
0.224
|
0.226
|
1.01×
|
| docstring-adder |
0.115
|
0.116
|
1.01×
|
| python-sop |
0.059
|
0.058
|
0.99×
|
| alectryon |
0.037
|
0.037
|
1.01×
|
| artigraph |
0.087
|
0.088
|
1.01×
|
| sockeye |
0.099
|
0.100
|
1.01×
|
| more-itertools |
0.141
|
0.140
|
0.99×
|
| httpx-caching |
0.058
|
0.058
|
1.01×
|
| speedrun.com_global_scoreboard_webapp |
0.061
|
0.061
|
1.01×
|
| pytest-robotframework |
0.122
|
0.121
|
0.99×
|
| pyppeteer |
0.060
|
0.061
|
1.01×
|
| graphql-core |
0.219
|
0.218
|
0.99×
|
| xarray |
0.631
|
0.628
|
1.00×
|
| sphinx |
0.287
|
0.288
|
1.00×
|
| urllib3 |
0.128
|
0.128
|
1.00×
|
| spack |
0.671
|
0.674
|
1.00×
|
| Expression |
0.102
|
0.101
|
1.00×
|
| pywin32 |
0.374
|
0.376
|
1.00×
|
| steam.py |
0.221
|
0.221
|
1.00×
|
| dacite |
0.031
|
0.031
|
1.00×
|
| DateType |
0.053
|
0.053
|
1.00×
|
| pylox |
0.068
|
0.067
|
1.00×
|
| pyproject-metadata |
0.056
|
0.056
|
1.00×
|
| paroxython |
0.047
|
0.047
|
1.00×
|
| kornia |
0.185
|
0.185
|
1.00×
|
| ecosystem-analyzer |
0.079
|
0.080
|
1.00×
|
| websockets |
0.068
|
0.068
|
1.00×
|
| tornado |
0.170
|
0.170
|
1.00×
|
| archinstall |
0.162
|
0.162
|
1.00×
|
| parso |
0.123
|
0.123
|
1.00×
|
| django-stubs |
0.202
|
0.201
|
1.00×
|
| hydpy |
0.418
|
0.417
|
1.00×
|
| kopf |
0.080
|
0.080
|
1.00×
|
| ppb-vector |
0.039
|
0.039
|
1.00×
|