ty timing diff report
Summary Statistics
5
Speedups (factor < 0.9)
9
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| optuna |
0.304
|
0.358
|
1.18×
|
| spack |
0.915
|
1.063
|
1.16×
|
| pycryptodome |
0.176
|
0.199
|
1.13×
|
| mypy-protobuf |
0.089
|
0.101
|
1.13×
|
| attrs |
0.189
|
0.165
|
0.87×
|
| tornado |
0.299
|
0.261
|
0.87×
|
| operator |
0.137
|
0.154
|
1.12×
|
| pylox |
0.103
|
0.115
|
1.12×
|
| scipy-stubs |
1.511
|
1.686
|
1.12×
|
| porcupine |
0.077
|
0.068
|
0.89×
|
| paroxython |
0.073
|
0.081
|
1.11×
|
| nionutils |
0.113
|
0.101
|
0.89×
|
| scikit-build-core |
0.187
|
0.168
|
0.90×
|
| colour |
0.707
|
0.778
|
1.10×
|
| werkzeug |
0.213
|
0.192
|
0.90×
|
| pywin32 |
0.239
|
0.216
|
0.90×
|
| rotki |
0.900
|
0.987
|
1.10×
|
| CPython (Argument Clinic) |
0.139
|
0.152
|
1.09×
|
| prefect |
0.601
|
0.545
|
0.91×
|
| sockeye |
0.143
|
0.156
|
1.09×
|
| black |
0.195
|
0.177
|
0.91×
|
| anyio |
0.225
|
0.205
|
0.91×
|
| paasta |
0.266
|
0.289
|
1.09×
|
| dedupe |
0.168
|
0.153
|
0.91×
|
| cloud-init |
0.419
|
0.384
|
0.92×
|
| sympy |
3.074
|
2.822
|
0.92×
|
| starlette |
0.089
|
0.082
|
0.92×
|
| strawberry |
0.222
|
0.238
|
1.08×
|
| boostedblob |
0.138
|
0.148
|
1.07×
|
| rclip |
0.114
|
0.105
|
0.93×
|
| sphinx |
0.335
|
0.359
|
1.07×
|
| antidote |
0.187
|
0.174
|
0.93×
|
| nox |
0.095
|
0.101
|
1.07×
|
| python-htmlgen |
0.043
|
0.040
|
0.93×
|
| artigraph |
0.162
|
0.173
|
1.06×
|
| spark |
3.245
|
3.036
|
0.94×
|
| mkdocs |
0.182
|
0.170
|
0.94×
|
| trio |
0.218
|
0.232
|
1.06×
|
| graphql-core |
0.297
|
0.315
|
1.06×
|
| openlibrary |
0.343
|
0.364
|
1.06×
|
| speedrun.com_global_scoreboard_webapp |
0.095
|
0.100
|
1.06×
|
| pandera |
0.867
|
0.919
|
1.06×
|
| Expression |
0.266
|
0.281
|
1.06×
|
| bokeh |
0.429
|
0.454
|
1.06×
|
| mongo-python-driver |
0.261
|
0.275
|
1.06×
|
| altair |
0.395
|
0.417
|
1.06×
|
| async-utils |
0.066
|
0.062
|
0.95×
|
| poetry |
0.240
|
0.227
|
0.95×
|
| dacite |
0.052
|
0.049
|
0.95×
|
| cki-lib |
0.105
|
0.111
|
1.05×
|
| mypy |
0.455
|
0.478
|
1.05×
|
| core |
3.743
|
3.547
|
0.95×
|
| vision |
0.552
|
0.523
|
0.95×
|
| aiohttp-devtools |
0.083
|
0.087
|
1.05×
|
| ibis |
1.034
|
0.983
|
0.95×
|
| websockets |
0.110
|
0.104
|
0.95×
|
| materialize |
0.285
|
0.271
|
0.95×
|
| pybind11 |
0.123
|
0.129
|
1.05×
|
| com2ann |
0.064
|
0.067
|
1.05×
|
| streamlit |
0.481
|
0.459
|
0.95×
|
| stone |
0.472
|
0.451
|
0.96×
|
| scikit-learn |
1.482
|
1.418
|
0.96×
|
| kornia |
0.219
|
0.228
|
1.04×
|
| static-frame |
1.679
|
1.745
|
1.04×
|
| discord.py |
0.204
|
0.196
|
0.96×
|
| aiortc |
0.134
|
0.140
|
1.04×
|
| mkosi |
0.289
|
0.300
|
1.04×
|
| xarray-dataclasses |
0.142
|
0.136
|
0.96×
|
| downforeveryone |
0.067
|
0.065
|
0.96×
|
| parso |
0.118
|
0.114
|
0.96×
|
| itsdangerous |
0.048
|
0.047
|
0.96×
|
| beartype |
0.084
|
0.087
|
1.04×
|
| meson |
0.639
|
0.663
|
1.04×
|
| manticore |
1.151
|
1.194
|
1.04×
|
| dd-trace-py |
1.341
|
1.291
|
0.96×
|
| pyjwt |
0.060
|
0.062
|
1.04×
|
| hydpy |
0.603
|
0.625
|
1.04×
|
| aiohttp |
0.299
|
0.288
|
0.96×
|
| mypy_primer |
0.109
|
0.105
|
0.96×
|
| jax |
1.144
|
1.104
|
0.97×
|
| setuptools |
0.484
|
0.500
|
1.03×
|
| schema_salad |
0.219
|
0.211
|
0.97×
|
| ignite |
0.134
|
0.130
|
0.97×
|
| python-sop |
0.098
|
0.095
|
0.97×
|
| jinja |
0.145
|
0.149
|
1.03×
|
| cibuildwheel |
0.096
|
0.094
|
0.97×
|
| pwndbg |
0.454
|
0.441
|
0.97×
|
| pyproject-metadata |
0.109
|
0.106
|
0.97×
|
| PyGithub |
0.279
|
0.286
|
1.03×
|
| flake8 |
0.080
|
0.082
|
1.03×
|
| hydra-zen |
0.364
|
0.374
|
1.03×
|
| pip |
0.527
|
0.541
|
1.03×
|
| pyodide |
0.115
|
0.112
|
0.97×
|
| schemathesis |
0.570
|
0.555
|
0.97×
|
| dragonchain |
0.101
|
0.103
|
1.03×
|
| alectryon |
0.056
|
0.058
|
1.03×
|
| zipp |
0.074
|
0.072
|
0.97×
|
| steam.py |
0.202
|
0.197
|
0.98×
|
| PyWinCtl |
0.104
|
0.101
|
0.98×
|
| pytest-robotframework |
0.136
|
0.139
|
1.02×
|
| CPython (cases_generator) |
0.111
|
0.113
|
1.02×
|
| pegen |
0.066
|
0.064
|
0.98×
|
| koda-validate |
0.108
|
0.105
|
0.98×
|
| psycopg |
0.204
|
0.199
|
0.98×
|
| more-itertools |
0.272
|
0.279
|
1.02×
|
| urllib3 |
0.171
|
0.175
|
1.02×
|
| cwltool |
0.250
|
0.255
|
1.02×
|
| bandersnatch |
0.139
|
0.142
|
1.02×
|
| numpy-stl |
0.238
|
0.233
|
0.98×
|
| git-revise |
0.091
|
0.089
|
0.98×
|
| ppb-vector |
0.066
|
0.065
|
0.98×
|
| dulwich |
0.403
|
0.395
|
0.98×
|
| xarray |
0.756
|
0.741
|
0.98×
|
| pyochain |
1.248
|
1.224
|
0.98×
|
| zope.interface |
0.133
|
0.131
|
0.98×
|
| django-stubs |
0.183
|
0.180
|
0.98×
|
| scipy |
3.055
|
3.111
|
1.02×
|
| pyp |
0.124
|
0.126
|
1.02×
|
| aioredis |
0.289
|
0.284
|
0.98×
|
| egglog-python |
0.587
|
0.577
|
0.98×
|
| bidict |
0.107
|
0.109
|
1.02×
|
| scrapy |
0.178
|
0.181
|
1.02×
|
| flake8-pyi |
0.081
|
0.080
|
0.98×
|
| DateType |
0.050
|
0.050
|
0.98×
|
| alerta |
0.119
|
0.121
|
1.02×
|
| pytest |
0.477
|
0.483
|
1.01×
|
| pandas |
1.067
|
1.052
|
0.99×
|
| Tanjun |
0.215
|
0.218
|
1.01×
|
| django-modern-rest |
0.022
|
0.022
|
0.99×
|
| pytest-autoprofile |
0.422
|
0.427
|
1.01×
|
| pydantic |
0.939
|
0.951
|
1.01×
|
| arviz |
0.112
|
0.113
|
1.01×
|
| freqtrade |
0.327
|
0.323
|
0.99×
|
| rich |
0.141
|
0.139
|
0.99×
|
| isort |
0.205
|
0.202
|
0.99×
|
| pyinstrument |
0.094
|
0.095
|
1.01×
|
| pylint |
0.276
|
0.278
|
1.01×
|
| pyppeteer |
0.066
|
0.065
|
0.99×
|
| mitmproxy |
0.279
|
0.281
|
1.01×
|
| imagehash |
0.131
|
0.130
|
0.99×
|
| httpx-caching |
0.083
|
0.083
|
0.99×
|
| archinstall |
0.176
|
0.175
|
0.99×
|
| cryptography |
0.358
|
0.355
|
0.99×
|
| kopf |
0.126
|
0.125
|
0.99×
|
| CPython (peg_generator) |
0.094
|
0.093
|
0.99×
|
| asynq |
0.082
|
0.083
|
1.01×
|
| AutoSplit |
0.211
|
0.213
|
1.01×
|
| ecosystem-analyzer |
0.093
|
0.094
|
1.01×
|
| docstring-adder |
0.180
|
0.181
|
1.01×
|
| apprise |
0.658
|
0.654
|
0.99×
|
| build |
0.066
|
0.066
|
0.99×
|
| yarl |
0.093
|
0.093
|
0.99×
|
| janus |
0.103
|
0.103
|
1.01×
|
| pandas-stubs |
1.868
|
1.858
|
0.99×
|
| python-chess |
0.259
|
0.260
|
1.01×
|
| typeshed-stats |
0.205
|
0.205
|
1.00×
|
| packaging |
0.118
|
0.118
|
1.00×
|
| check-jsonschema |
0.075
|
0.075
|
1.00×
|
| svcs |
0.129
|
0.129
|
1.00×
|
| twine |
0.058
|
0.058
|
1.00×
|
| comtypes |
0.156
|
0.156
|
1.00×
|
| zulip |
0.841
|
0.840
|
1.00×
|
| django-test-migrations |
0.044
|
0.044
|
1.00×
|