ty timing diff report
Summary Statistics
4
Speedups (factor < 0.9)
8
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pip |
0.318
|
0.396
|
1.24×
|
| strawberry |
0.135
|
0.104
|
0.77×
|
| spark |
0.855
|
1.027
|
1.20×
|
| jax |
0.710
|
0.574
|
0.81×
|
| urllib3 |
0.121
|
0.141
|
1.17×
|
| pwndbg |
0.258
|
0.298
|
1.15×
|
| pandas |
1.036
|
1.157
|
1.12×
|
| mongo-python-driver |
0.209
|
0.233
|
1.12×
|
| scikit-learn |
0.736
|
0.820
|
1.11×
|
| hydpy |
0.480
|
0.427
|
0.89×
|
| prefect |
1.088
|
0.971
|
0.89×
|
| scipy |
1.842
|
2.037
|
1.11×
|
| zulip |
0.913
|
0.828
|
0.91×
|
| static-frame |
0.717
|
0.652
|
0.91×
|
| meson |
0.441
|
0.481
|
1.09×
|
| colour |
6.990
|
7.606
|
1.09×
|
| optuna |
0.309
|
0.284
|
0.92×
|
| scipy-stubs |
0.617
|
0.569
|
0.92×
|
| pycryptodome |
0.256
|
0.237
|
0.93×
|
| pyjwt |
0.067
|
0.071
|
1.07×
|
| sympy |
2.527
|
2.361
|
0.93×
|
| pylox |
0.069
|
0.074
|
1.06×
|
| Tanjun |
0.147
|
0.156
|
1.06×
|
| bokeh |
0.247
|
0.232
|
0.94×
|
| xarray |
0.710
|
0.753
|
1.06×
|
| python-htmlgen |
0.051
|
0.054
|
1.05×
|
| porcupine |
0.098
|
0.104
|
1.05×
|
| websockets |
0.090
|
0.086
|
0.95×
|
| pywin32 |
0.392
|
0.372
|
0.95×
|
| pyinstrument |
0.066
|
0.063
|
0.95×
|
| starlette |
0.098
|
0.093
|
0.95×
|
| beartype |
0.137
|
0.131
|
0.95×
|
| check-jsonschema |
0.057
|
0.060
|
1.05×
|
| tornado |
0.181
|
0.173
|
0.96×
|
| pandas-stubs |
2.423
|
2.526
|
1.04×
|
| pyodide |
0.260
|
0.271
|
1.04×
|
| pegen |
0.059
|
0.056
|
0.96×
|
| downforeveryone |
0.056
|
0.053
|
0.96×
|
| twine |
0.078
|
0.075
|
0.96×
|
| mypy-protobuf |
0.120
|
0.125
|
1.04×
|
| graphql-core |
0.223
|
0.232
|
1.04×
|
| comtypes |
0.121
|
0.125
|
1.04×
|
| schemathesis |
0.250
|
0.260
|
1.04×
|
| ecosystem-analyzer |
0.109
|
0.113
|
1.04×
|
| git-revise |
0.078
|
0.075
|
0.96×
|
| paasta |
0.210
|
0.203
|
0.96×
|
| bidict |
0.056
|
0.058
|
1.04×
|
| python-chess |
0.178
|
0.172
|
0.96×
|
| packaging |
0.071
|
0.068
|
0.97×
|
| cki-lib |
0.090
|
0.093
|
1.03×
|
| com2ann |
0.080
|
0.077
|
0.97×
|
| DateType |
0.067
|
0.065
|
0.97×
|
| CPython (cases_generator) |
0.089
|
0.086
|
0.97×
|
| werkzeug |
0.125
|
0.121
|
0.97×
|
| mitmproxy |
0.248
|
0.256
|
1.03×
|
| attrs |
0.094
|
0.097
|
1.03×
|
| cloud-init |
0.384
|
0.372
|
0.97×
|
| poetry |
0.204
|
0.198
|
0.97×
|
| rclip |
0.065
|
0.063
|
0.97×
|
| dacite |
0.033
|
0.032
|
0.97×
|
| ibis |
0.526
|
0.511
|
0.97×
|
| cibuildwheel |
0.067
|
0.065
|
0.97×
|
| trio |
0.217
|
0.223
|
1.03×
|
| pybind11 |
0.081
|
0.083
|
1.03×
|
| mypy |
0.920
|
0.945
|
1.03×
|
| artigraph |
0.114
|
0.111
|
0.97×
|
| pytest |
0.262
|
0.268
|
1.03×
|
| aiohttp |
0.216
|
0.221
|
1.02×
|
| aiohttp-devtools |
0.085
|
0.087
|
1.02×
|
| altair |
0.266
|
0.273
|
1.02×
|
| mypy_primer |
0.087
|
0.089
|
1.02×
|
| flake8 |
0.065
|
0.064
|
0.98×
|
| paroxython |
0.049
|
0.050
|
1.02×
|
| materialize |
0.388
|
0.397
|
1.02×
|
| pyppeteer |
0.076
|
0.078
|
1.02×
|
| stone |
0.128
|
0.131
|
1.02×
|
| rich |
0.104
|
0.102
|
0.98×
|
| manticore |
2.144
|
2.188
|
1.02×
|
| freqtrade |
0.389
|
0.397
|
1.02×
|
| CPython (peg_generator) |
0.063
|
0.065
|
1.02×
|
| PyGithub |
0.249
|
0.253
|
1.02×
|
| scikit-build-core |
0.107
|
0.105
|
0.98×
|
| egglog-python |
0.271
|
0.266
|
0.98×
|
| operator |
0.164
|
0.161
|
0.98×
|
| zipp |
0.060
|
0.059
|
0.98×
|
| pydantic |
0.628
|
0.639
|
1.02×
|
| apprise |
0.326
|
0.331
|
1.02×
|
| setuptools |
0.376
|
0.370
|
0.98×
|
| imagehash |
0.148
|
0.146
|
0.98×
|
| kornia |
0.198
|
0.201
|
1.02×
|
| ppb-vector |
0.050
|
0.049
|
0.98×
|
| core |
2.919
|
2.873
|
0.98×
|
| aioredis |
0.186
|
0.183
|
0.98×
|
| pyp |
0.087
|
0.086
|
0.99×
|
| hydra-zen |
0.179
|
0.176
|
0.99×
|
| spack |
0.649
|
0.639
|
0.99×
|
| nionutils |
0.114
|
0.113
|
0.99×
|
| archinstall |
0.200
|
0.197
|
0.99×
|
| dulwich |
0.253
|
0.249
|
0.99×
|
| dedupe |
0.107
|
0.108
|
1.01×
|
| httpx-caching |
0.060
|
0.059
|
0.99×
|
| jinja |
0.119
|
0.117
|
0.99×
|
| itsdangerous |
0.040
|
0.040
|
1.01×
|
| django-test-migrations |
0.048
|
0.049
|
1.01×
|
| django-stubs |
0.195
|
0.197
|
1.01×
|
| parso |
0.138
|
0.136
|
0.99×
|
| boostedblob |
0.109
|
0.110
|
1.01×
|
| bandersnatch |
0.087
|
0.088
|
1.01×
|
| xarray-dataclasses |
0.219
|
0.222
|
1.01×
|
| rotki |
0.699
|
0.692
|
0.99×
|
| docstring-adder |
0.093
|
0.092
|
0.99×
|
| async-utils |
0.074
|
0.074
|
0.99×
|
| sphinx |
0.307
|
0.310
|
1.01×
|
| flake8-pyi |
0.106
|
0.105
|
0.99×
|
| scrapy |
0.237
|
0.239
|
1.01×
|
| schema_salad |
0.243
|
0.245
|
1.01×
|
| psycopg |
0.220
|
0.222
|
1.01×
|
| alerta |
0.137
|
0.138
|
1.01×
|
| yarl |
0.076
|
0.075
|
0.99×
|
| streamlit |
0.213
|
0.212
|
0.99×
|
| numpy-stl |
0.227
|
0.229
|
1.01×
|
| antidote |
0.147
|
0.148
|
1.01×
|
| zope.interface |
0.108
|
0.109
|
1.01×
|
| mkdocs |
0.111
|
0.112
|
1.01×
|
| cwltool |
0.160
|
0.161
|
1.01×
|
| alectryon |
0.047
|
0.047
|
1.01×
|
| asynq |
0.065
|
0.065
|
0.99×
|
| isort |
0.446
|
0.448
|
1.01×
|
| arviz |
0.207
|
0.206
|
0.99×
|
| black |
0.104
|
0.104
|
0.99×
|
| aiortc |
0.080
|
0.080
|
1.01×
|
| koda-validate |
0.097
|
0.096
|
0.99×
|
| discord.py |
0.247
|
0.248
|
1.01×
|
| openlibrary |
0.227
|
0.226
|
0.99×
|
| dd-trace-py |
1.139
|
1.133
|
0.99×
|
| CPython (Argument Clinic) |
0.086
|
0.085
|
1.00×
|
| dragonchain |
0.092
|
0.093
|
1.00×
|
| pytest-autoprofile |
0.080
|
0.080
|
1.00×
|
| janus |
0.056
|
0.056
|
1.00×
|
| svcs |
0.048
|
0.048
|
1.00×
|
| cryptography |
0.216
|
0.217
|
1.00×
|
| pylint |
0.147
|
0.148
|
1.00×
|
| pandera |
1.131
|
1.126
|
1.00×
|
| pyproject-metadata |
0.080
|
0.080
|
1.00×
|
| django-modern-rest |
0.104
|
0.104
|
1.00×
|
| Expression |
0.100
|
0.100
|
1.00×
|
| kopf |
0.083
|
0.082
|
1.00×
|
| pytest-robotframework |
0.129
|
0.129
|
1.00×
|
| anyio |
0.113
|
0.113
|
1.00×
|
| sockeye |
0.108
|
0.108
|
1.00×
|
| build |
0.079
|
0.079
|
1.00×
|
| steam.py |
0.246
|
0.247
|
1.00×
|
| AutoSplit |
0.149
|
0.149
|
1.00×
|
| ignite |
0.221
|
0.221
|
1.00×
|
| speedrun.com_global_scoreboard_webapp |
0.061
|
0.061
|
1.00×
|
| PyWinCtl |
0.062
|
0.062
|
1.00×
|
| vision |
0.362
|
0.363
|
1.00×
|
| python-sop |
0.080
|
0.080
|
1.00×
|
| typeshed-stats |
0.154
|
0.154
|
1.00×
|
| mkosi |
0.207
|
0.207
|
1.00×
|
| nox |
0.070
|
0.070
|
1.00×
|
| more-itertools |
0.192
|
0.192
|
1.00×
|