ty timing diff report
Summary Statistics
10
Speedups (factor < 0.9)
24
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| flake8 |
0.066
|
0.083
|
1.25×
|
| alectryon |
0.044
|
0.054
|
1.24×
|
| scipy |
2.478
|
1.906
|
0.77×
|
| pylox |
0.074
|
0.090
|
1.21×
|
| alerta |
0.130
|
0.157
|
1.21×
|
| pycryptodome |
0.235
|
0.186
|
0.79×
|
| packaging |
0.071
|
0.084
|
1.18×
|
| koda-validate |
0.100
|
0.117
|
1.16×
|
| bokeh |
0.319
|
0.268
|
0.84×
|
| PyWinCtl |
0.081
|
0.092
|
1.14×
|
| mitmproxy |
0.286
|
0.325
|
1.14×
|
| sockeye |
0.120
|
0.136
|
1.13×
|
| dd-trace-py |
1.106
|
1.255
|
1.13×
|
| pyppeteer |
0.074
|
0.084
|
1.13×
|
| aioredis |
0.151
|
0.172
|
1.13×
|
| DateType |
0.058
|
0.065
|
1.13×
|
| python-chess |
0.172
|
0.194
|
1.13×
|
| cwltool |
0.175
|
0.197
|
1.13×
|
| streamlit |
0.236
|
0.206
|
0.87×
|
| rich |
0.134
|
0.151
|
1.12×
|
| discord.py |
0.378
|
0.333
|
0.88×
|
| itsdangerous |
0.045
|
0.050
|
1.12×
|
| sympy |
2.149
|
2.404
|
1.12×
|
| nionutils |
0.082
|
0.092
|
1.12×
|
| CPython (Argument Clinic) |
0.096
|
0.084
|
0.88×
|
| porcupine |
0.117
|
0.104
|
0.88×
|
| websockets |
0.082
|
0.091
|
1.11×
|
| check-jsonschema |
0.060
|
0.067
|
1.11×
|
| cibuildwheel |
0.084
|
0.074
|
0.89×
|
| ppb-vector |
0.054
|
0.060
|
1.11×
|
| scrapy |
0.302
|
0.269
|
0.89×
|
| pylint |
0.131
|
0.118
|
0.90×
|
| paasta |
0.197
|
0.217
|
1.10×
|
| django-test-migrations |
0.036
|
0.039
|
1.10×
|
| psycopg |
0.268
|
0.241
|
0.90×
|
| schemathesis |
0.210
|
0.190
|
0.90×
|
| twine |
0.076
|
0.083
|
1.09×
|
| werkzeug |
0.148
|
0.134
|
0.91×
|
| httpx-caching |
0.070
|
0.076
|
1.09×
|
| starlette |
0.101
|
0.110
|
1.09×
|
| ibis |
0.433
|
0.473
|
1.09×
|
| altair |
0.381
|
0.415
|
1.09×
|
| setuptools |
0.345
|
0.375
|
1.09×
|
| aiortc |
0.109
|
0.118
|
1.09×
|
| jinja |
0.130
|
0.119
|
0.91×
|
| mongo-python-driver |
0.318
|
0.291
|
0.92×
|
| pandas-stubs |
7.197
|
7.801
|
1.08×
|
| typeshed-stats |
0.142
|
0.153
|
1.08×
|
| flake8-pyi |
0.091
|
0.099
|
1.08×
|
| git-revise |
0.076
|
0.082
|
1.08×
|
| trio |
0.199
|
0.214
|
1.08×
|
| dacite |
0.044
|
0.040
|
0.92×
|
| bandersnatch |
0.094
|
0.087
|
0.93×
|
| speedrun.com_global_scoreboard_webapp |
0.082
|
0.088
|
1.07×
|
| pandas |
1.199
|
1.113
|
0.93×
|
| CPython (cases_generator) |
0.093
|
0.087
|
0.93×
|
| schema_salad |
0.185
|
0.172
|
0.93×
|
| cloud-init |
0.454
|
0.423
|
0.93×
|
| pyinstrument |
0.067
|
0.072
|
1.07×
|
| pytest-robotframework |
0.069
|
0.074
|
1.07×
|
| poetry |
0.218
|
0.233
|
1.07×
|
| attrs |
0.122
|
0.113
|
0.93×
|
| asynq |
0.073
|
0.078
|
1.07×
|
| python-htmlgen |
0.069
|
0.065
|
0.93×
|
| graphql-core |
0.243
|
0.227
|
0.94×
|
| scikit-build-core |
0.110
|
0.117
|
1.06×
|
| janus |
0.073
|
0.078
|
1.06×
|
| vision |
0.420
|
0.446
|
1.06×
|
| optuna |
0.232
|
0.218
|
0.94×
|
| Expression |
0.088
|
0.093
|
1.06×
|
| hydpy |
0.430
|
0.456
|
1.06×
|
| hydra-zen |
0.194
|
0.205
|
1.06×
|
| sphinx |
0.344
|
0.364
|
1.06×
|
| nox |
0.082
|
0.078
|
0.94×
|
| pip |
0.401
|
0.424
|
1.06×
|
| mkdocs |
0.151
|
0.159
|
1.06×
|
| archinstall |
0.235
|
0.248
|
1.06×
|
| pyproject-metadata |
0.066
|
0.070
|
1.06×
|
| anyio |
0.147
|
0.155
|
1.06×
|
| beartype |
0.174
|
0.165
|
0.95×
|
| artigraph |
0.098
|
0.104
|
1.05×
|
| ignite |
0.243
|
0.230
|
0.95×
|
| prefect |
0.924
|
0.875
|
0.95×
|
| PyGithub |
0.304
|
0.320
|
1.05×
|
| django-stubs |
0.302
|
0.318
|
1.05×
|
| imagehash |
0.155
|
0.163
|
1.05×
|
| dulwich |
0.314
|
0.299
|
0.95×
|
| zope.interface |
0.136
|
0.130
|
0.95×
|
| manticore |
3.051
|
3.192
|
1.05×
|
| materialize |
0.378
|
0.361
|
0.95×
|
| paroxython |
0.068
|
0.071
|
1.04×
|
| zipp |
0.059
|
0.062
|
1.04×
|
| pyp |
0.082
|
0.085
|
1.04×
|
| CPython (peg_generator) |
0.071
|
0.074
|
1.04×
|
| yarl |
0.077
|
0.074
|
0.96×
|
| dedupe |
0.091
|
0.095
|
1.04×
|
| mypy_primer |
0.081
|
0.084
|
1.04×
|
| cryptography |
0.289
|
0.278
|
0.96×
|
| pydantic |
0.532
|
0.551
|
1.04×
|
| xarray-dataclasses |
0.304
|
0.293
|
0.96×
|
| openlibrary |
0.256
|
0.247
|
0.96×
|
| freqtrade |
0.568
|
0.549
|
0.97×
|
| colour |
2.622
|
2.712
|
1.03×
|
| jax |
0.879
|
0.908
|
1.03×
|
| mypy-protobuf |
0.117
|
0.113
|
0.97×
|
| rclip |
0.090
|
0.093
|
1.03×
|
| aiohttp |
0.308
|
0.299
|
0.97×
|
| async-utils |
0.075
|
0.073
|
0.97×
|
| comtypes |
0.150
|
0.154
|
1.03×
|
| pegen |
0.056
|
0.054
|
0.97×
|
| static-frame |
0.820
|
0.797
|
0.97×
|
| boostedblob |
0.107
|
0.104
|
0.97×
|
| black |
0.128
|
0.132
|
1.03×
|
| more-itertools |
0.122
|
0.119
|
0.98×
|
| bidict |
0.058
|
0.056
|
0.98×
|
| svcs |
0.057
|
0.058
|
1.02×
|
| parso |
0.307
|
0.315
|
1.02×
|
| pywin32 |
0.397
|
0.406
|
1.02×
|
| numpy-stl |
0.243
|
0.249
|
1.02×
|
| kopf |
0.093
|
0.095
|
1.02×
|
| scikit-learn |
1.836
|
1.797
|
0.98×
|
| aiohttp-devtools |
0.089
|
0.091
|
1.02×
|
| urllib3 |
0.164
|
0.161
|
0.98×
|
| downforeveryone |
0.044
|
0.043
|
0.98×
|
| mkosi |
0.198
|
0.201
|
1.02×
|
| operator |
0.163
|
0.166
|
1.02×
|
| Tanjun |
0.170
|
0.166
|
0.98×
|
| antidote |
0.106
|
0.104
|
0.98×
|
| egglog-python |
0.378
|
0.372
|
0.98×
|
| pybind11 |
0.109
|
0.111
|
1.01×
|
| pyjwt |
0.060
|
0.061
|
1.01×
|
| AutoSplit |
0.156
|
0.154
|
0.99×
|
| core |
3.091
|
3.050
|
0.99×
|
| scipy-stubs |
0.556
|
0.549
|
0.99×
|
| build |
0.072
|
0.072
|
0.99×
|
| mypy |
1.114
|
1.101
|
0.99×
|
| dragonchain |
0.114
|
0.112
|
0.99×
|
| stone |
0.168
|
0.166
|
0.99×
|
| rotki |
0.660
|
0.667
|
1.01×
|
| cki-lib |
0.100
|
0.099
|
0.99×
|
| com2ann |
0.073
|
0.073
|
1.01×
|
| zulip |
1.003
|
0.995
|
0.99×
|
| apprise |
0.278
|
0.280
|
1.01×
|
| meson |
0.549
|
0.545
|
0.99×
|
| xarray |
0.690
|
0.686
|
0.99×
|
| pyodide |
0.255
|
0.253
|
0.99×
|
| tornado |
0.235
|
0.236
|
1.01×
|
| spack |
0.805
|
0.807
|
1.00×
|
| strawberry |
0.214
|
0.214
|
1.00×
|
| python-sop |
0.076
|
0.076
|
1.00×
|
| kornia |
0.201
|
0.201
|
1.00×
|
| pwndbg |
0.395
|
0.394
|
1.00×
|
| isort |
0.673
|
0.673
|
1.00×
|
| arviz |
0.224
|
0.224
|
1.00×
|
| pandera |
1.050
|
1.049
|
1.00×
|
| pytest |
0.293
|
0.293
|
1.00×
|