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-stubs |
13.613
|
6.905
|
0.51×
|
| scikit-learn |
1.598
|
1.011
|
0.63×
|
| mitmproxy |
0.339
|
0.286
|
0.84×
|
| setuptools |
0.291
|
0.335
|
1.15×
|
| pytest-robotframework |
0.050
|
0.057
|
1.13×
|
| pywin32 |
0.365
|
0.412
|
1.13×
|
| dulwich |
0.251
|
0.277
|
1.11×
|
| scikit-build-core |
0.087
|
0.096
|
1.11×
|
| operator |
0.128
|
0.115
|
0.90×
|
| numpy-stl |
0.158
|
0.143
|
0.90×
|
| apprise |
0.323
|
0.293
|
0.91×
|
| imagehash |
0.119
|
0.108
|
0.91×
|
| egglog-python |
0.304
|
0.279
|
0.92×
|
| altair |
0.316
|
0.292
|
0.93×
|
| archinstall |
0.200
|
0.185
|
0.93×
|
| scipy |
2.495
|
2.679
|
1.07×
|
| aiohttp |
0.236
|
0.253
|
1.07×
|
| graphql-core |
0.229
|
0.245
|
1.07×
|
| pegen |
0.040
|
0.043
|
1.07×
|
| build |
0.052
|
0.055
|
1.06×
|
| beartype |
0.131
|
0.124
|
0.94×
|
| nionutils |
0.084
|
0.088
|
1.06×
|
| mkosi |
0.158
|
0.166
|
1.06×
|
| janus |
0.055
|
0.058
|
1.05×
|
| xarray |
0.631
|
0.598
|
0.95×
|
| django-test-migrations |
0.031
|
0.033
|
1.05×
|
| colour |
2.072
|
2.177
|
1.05×
|
| aioredis |
0.108
|
0.113
|
1.05×
|
| PyWinCtl |
0.062
|
0.065
|
1.05×
|
| CPython (Argument Clinic) |
0.063
|
0.066
|
1.05×
|
| jax |
0.764
|
0.729
|
0.95×
|
| boostedblob |
0.078
|
0.074
|
0.95×
|
| porcupine |
0.091
|
0.095
|
1.04×
|
| pandas |
1.417
|
1.358
|
0.96×
|
| schema_salad |
0.143
|
0.137
|
0.96×
|
| pwndbg |
0.300
|
0.288
|
0.96×
|
| freqtrade |
0.389
|
0.404
|
1.04×
|
| pip |
0.334
|
0.321
|
0.96×
|
| comtypes |
0.135
|
0.130
|
0.96×
|
| rclip |
0.073
|
0.070
|
0.96×
|
| hydra-zen |
0.135
|
0.140
|
1.04×
|
| hydpy |
0.417
|
0.432
|
1.04×
|
| jinja |
0.110
|
0.106
|
0.96×
|
| vision |
0.364
|
0.351
|
0.96×
|
| downforeveryone |
0.038
|
0.036
|
0.96×
|
| aiortc |
0.085
|
0.082
|
0.96×
|
| DateType |
0.047
|
0.046
|
0.97×
|
| kopf |
0.083
|
0.085
|
1.03×
|
| bandersnatch |
0.074
|
0.072
|
0.97×
|
| async-utils |
0.059
|
0.057
|
0.97×
|
| ignite |
0.227
|
0.234
|
1.03×
|
| paroxython |
0.049
|
0.048
|
0.97×
|
| isort |
0.548
|
0.564
|
1.03×
|
| trio |
0.181
|
0.175
|
0.97×
|
| yarl |
0.058
|
0.057
|
0.97×
|
| spack |
0.731
|
0.753
|
1.03×
|
| cwltool |
0.158
|
0.153
|
0.97×
|
| check-jsonschema |
0.045
|
0.046
|
1.03×
|
| itsdangerous |
0.032
|
0.033
|
1.03×
|
| materialize |
0.354
|
0.363
|
1.03×
|
| mkdocs |
0.124
|
0.127
|
1.03×
|
| xarray-dataclasses |
0.218
|
0.213
|
0.97×
|
| aiohttp-devtools |
0.065
|
0.067
|
1.03×
|
| asynq |
0.063
|
0.061
|
0.97×
|
| urllib3 |
0.141
|
0.137
|
0.97×
|
| mypy |
1.075
|
1.046
|
0.97×
|
| pylint |
0.116
|
0.113
|
0.97×
|
| speedrun.com_global_scoreboard_webapp |
0.064
|
0.062
|
0.97×
|
| cki-lib |
0.084
|
0.082
|
0.97×
|
| ibis |
0.430
|
0.441
|
1.03×
|
| zipp |
0.046
|
0.047
|
1.03×
|
| dragonchain |
0.098
|
0.100
|
1.03×
|
| attrs |
0.091
|
0.093
|
1.03×
|
| pydantic |
0.408
|
0.398
|
0.98×
|
| koda-validate |
0.080
|
0.082
|
1.02×
|
| cryptography |
0.215
|
0.210
|
0.98×
|
| mypy-protobuf |
0.102
|
0.100
|
0.98×
|
| psycopg |
0.233
|
0.228
|
0.98×
|
| flake8 |
0.057
|
0.059
|
1.02×
|
| pyinstrument |
0.047
|
0.046
|
0.98×
|
| cibuildwheel |
0.061
|
0.063
|
1.02×
|
| dacite |
0.032
|
0.032
|
0.98×
|
| parso |
0.194
|
0.190
|
0.98×
|
| werkzeug |
0.128
|
0.131
|
1.02×
|
| black |
0.111
|
0.109
|
0.98×
|
| httpx-caching |
0.049
|
0.048
|
0.98×
|
| zope.interface |
0.107
|
0.109
|
1.02×
|
| alectryon |
0.036
|
0.036
|
0.98×
|
| pytest |
0.267
|
0.272
|
1.02×
|
| openlibrary |
0.228
|
0.224
|
0.98×
|
| streamlit |
0.200
|
0.197
|
0.98×
|
| PyGithub |
0.257
|
0.253
|
0.98×
|
| optuna |
0.210
|
0.214
|
1.02×
|
| anyio |
0.113
|
0.111
|
0.98×
|
| pandera |
0.733
|
0.722
|
0.98×
|
| antidote |
0.101
|
0.099
|
0.98×
|
| paasta |
0.184
|
0.182
|
0.98×
|
| strawberry |
0.127
|
0.125
|
0.98×
|
| sockeye |
0.105
|
0.103
|
0.98×
|
| pylox |
0.061
|
0.061
|
0.99×
|
| cloud-init |
0.401
|
0.407
|
1.01×
|
| nox |
0.058
|
0.059
|
1.01×
|
| starlette |
0.094
|
0.092
|
0.99×
|
| manticore |
2.189
|
2.220
|
1.01×
|
| artigraph |
0.084
|
0.085
|
1.01×
|
| dedupe |
0.073
|
0.072
|
0.99×
|
| rich |
0.126
|
0.124
|
0.99×
|
| kornia |
0.204
|
0.201
|
0.99×
|
| pyjwt |
0.048
|
0.049
|
1.01×
|
| Tanjun |
0.135
|
0.133
|
0.99×
|
| pybind11 |
0.086
|
0.085
|
0.99×
|
| git-revise |
0.055
|
0.056
|
1.01×
|
| static-frame |
0.647
|
0.654
|
1.01×
|
| pyproject-metadata |
0.055
|
0.055
|
1.01×
|
| mypy_primer |
0.064
|
0.065
|
1.01×
|
| rotki |
0.653
|
0.660
|
1.01×
|
| com2ann |
0.054
|
0.055
|
1.01×
|
| pyp |
0.064
|
0.065
|
1.01×
|
| tornado |
0.195
|
0.193
|
0.99×
|
| django-stubs |
0.288
|
0.285
|
0.99×
|
| typeshed-stats |
0.105
|
0.104
|
0.99×
|
| stone |
0.126
|
0.127
|
1.01×
|
| svcs |
0.045
|
0.046
|
1.01×
|
| CPython (peg_generator) |
0.051
|
0.051
|
1.01×
|
| more-itertools |
1.334
|
1.322
|
0.99×
|
| Expression |
0.081
|
0.081
|
0.99×
|
| AutoSplit |
0.117
|
0.118
|
1.01×
|
| python-sop |
0.054
|
0.055
|
1.01×
|
| bidict |
0.046
|
0.045
|
0.99×
|
| zulip |
0.998
|
1.005
|
1.01×
|
| packaging |
0.056
|
0.057
|
1.01×
|
| ppb-vector |
0.041
|
0.041
|
1.01×
|
| python-chess |
0.133
|
0.132
|
0.99×
|
| flake8-pyi |
0.070
|
0.070
|
0.99×
|
| poetry |
0.205
|
0.204
|
0.99×
|
| discord.py |
0.268
|
0.270
|
1.00×
|
| meson |
0.527
|
0.525
|
1.00×
|
| bokeh |
0.276
|
0.277
|
1.00×
|
| alerta |
0.132
|
0.132
|
1.00×
|
| sphinx |
0.311
|
0.313
|
1.00×
|
| pyodide |
0.210
|
0.211
|
1.00×
|
| mongo-python-driver |
0.270
|
0.269
|
1.00×
|
| arviz |
0.161
|
0.160
|
1.00×
|
| scrapy |
0.278
|
0.277
|
1.00×
|
| twine |
0.056
|
0.056
|
1.00×
|
| core |
3.013
|
3.005
|
1.00×
|
| scipy-stubs |
0.537
|
0.536
|
1.00×
|
| sympy |
1.951
|
1.955
|
1.00×
|
| pycryptodome |
0.216
|
0.217
|
1.00×
|
| CPython (cases_generator) |
0.065
|
0.064
|
1.00×
|
| schemathesis |
0.190
|
0.190
|
1.00×
|
| dd-trace-py |
1.160
|
1.161
|
1.00×
|
| websockets |
0.067
|
0.067
|
1.00×
|
| python-htmlgen |
0.051
|
0.051
|
1.00×
|
| prefect |
0.731
|
0.731
|
1.00×
|
| pyppeteer |
0.057
|
0.057
|
1.00×
|