ty timing diff report
Summary Statistics
4
Speedups (factor < 0.9)
6
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| scipy |
2.562
|
2.045
|
0.80×
|
| hydpy |
0.415
|
0.498
|
1.20×
|
| setuptools |
0.419
|
0.351
|
0.84×
|
| pytest-robotframework |
0.060
|
0.068
|
1.13×
|
| rotki |
0.637
|
0.718
|
1.13×
|
| pywin32 |
0.440
|
0.493
|
1.12×
|
| spack |
0.725
|
0.806
|
1.11×
|
| porcupine |
0.095
|
0.106
|
1.11×
|
| bokeh |
0.293
|
0.263
|
0.90×
|
| graphql-core |
0.254
|
0.228
|
0.90×
|
| scipy-stubs |
0.520
|
0.469
|
0.90×
|
| materialize |
0.359
|
0.394
|
1.10×
|
| vision |
0.438
|
0.395
|
0.90×
|
| colour |
2.952
|
3.235
|
1.10×
|
| werkzeug |
0.128
|
0.139
|
1.09×
|
| pyinstrument |
0.063
|
0.058
|
0.93×
|
| cryptography |
0.234
|
0.250
|
1.07×
|
| mongo-python-driver |
0.309
|
0.330
|
1.07×
|
| ibis |
0.401
|
0.427
|
1.07×
|
| zipp |
0.058
|
0.061
|
1.07×
|
| dd-trace-py |
1.187
|
1.108
|
0.93×
|
| more-itertools |
0.120
|
0.127
|
1.07×
|
| mitmproxy |
0.294
|
0.312
|
1.06×
|
| kopf |
0.080
|
0.085
|
1.06×
|
| sockeye |
0.116
|
0.109
|
0.94×
|
| cloud-init |
0.413
|
0.437
|
1.06×
|
| jax |
1.556
|
1.474
|
0.95×
|
| pandas-stubs |
5.702
|
6.004
|
1.05×
|
| yarl |
0.066
|
0.069
|
1.05×
|
| hydra-zen |
0.189
|
0.180
|
0.95×
|
| CPython (peg_generator) |
0.063
|
0.066
|
1.05×
|
| alectryon |
0.044
|
0.046
|
1.05×
|
| dacite |
0.039
|
0.041
|
1.05×
|
| beartype |
0.175
|
0.167
|
0.95×
|
| pyodide |
0.224
|
0.234
|
1.05×
|
| async-utils |
0.067
|
0.064
|
0.96×
|
| asynq |
0.069
|
0.072
|
1.04×
|
| pegen |
0.054
|
0.052
|
0.96×
|
| mkdocs |
0.122
|
0.127
|
1.04×
|
| openlibrary |
0.249
|
0.259
|
1.04×
|
| scikit-learn |
2.498
|
2.603
|
1.04×
|
| svcs |
0.057
|
0.059
|
1.04×
|
| dulwich |
0.328
|
0.315
|
0.96×
|
| manticore |
2.634
|
2.529
|
0.96×
|
| apprise |
0.283
|
0.272
|
0.96×
|
| pyppeteer |
0.069
|
0.072
|
1.04×
|
| mkosi |
0.178
|
0.172
|
0.96×
|
| PyGithub |
0.264
|
0.274
|
1.04×
|
| ppb-vector |
0.049
|
0.048
|
0.96×
|
| bandersnatch |
0.077
|
0.080
|
1.04×
|
| rich |
0.136
|
0.131
|
0.96×
|
| streamlit |
0.211
|
0.203
|
0.96×
|
| httpx-caching |
0.067
|
0.070
|
1.04×
|
| mypy-protobuf |
0.113
|
0.109
|
0.97×
|
| altair |
0.345
|
0.357
|
1.03×
|
| strawberry |
0.192
|
0.198
|
1.03×
|
| aioredis |
0.144
|
0.140
|
0.97×
|
| nionutils |
0.081
|
0.079
|
0.97×
|
| bidict |
0.053
|
0.055
|
1.03×
|
| egglog-python |
0.403
|
0.416
|
1.03×
|
| speedrun.com_global_scoreboard_webapp |
0.083
|
0.085
|
1.03×
|
| PyWinCtl |
0.083
|
0.086
|
1.03×
|
| meson |
0.652
|
0.633
|
0.97×
|
| build |
0.063
|
0.061
|
0.97×
|
| python-chess |
0.171
|
0.175
|
1.03×
|
| zulip |
0.964
|
0.937
|
0.97×
|
| pandera |
0.342
|
0.351
|
1.03×
|
| archinstall |
0.218
|
0.213
|
0.97×
|
| pwndbg |
0.299
|
0.292
|
0.97×
|
| nox |
0.070
|
0.072
|
1.02×
|
| pyproject-metadata |
0.066
|
0.064
|
0.98×
|
| janus |
0.075
|
0.073
|
0.98×
|
| python-sop |
0.069
|
0.071
|
1.02×
|
| Tanjun |
0.146
|
0.149
|
1.02×
|
| mypy |
1.033
|
1.056
|
1.02×
|
| black |
0.122
|
0.125
|
1.02×
|
| alerta |
0.121
|
0.118
|
0.98×
|
| prefect |
0.877
|
0.858
|
0.98×
|
| websockets |
0.079
|
0.080
|
1.02×
|
| git-revise |
0.076
|
0.078
|
1.02×
|
| com2ann |
0.075
|
0.074
|
0.98×
|
| attrs |
0.110
|
0.108
|
0.98×
|
| typeshed-stats |
0.144
|
0.141
|
0.98×
|
| antidote |
0.106
|
0.103
|
0.98×
|
| xarray |
0.656
|
0.643
|
0.98×
|
| pandas |
1.065
|
1.044
|
0.98×
|
| flake8 |
0.066
|
0.064
|
0.98×
|
| pybind11 |
0.092
|
0.094
|
1.02×
|
| cibuildwheel |
0.070
|
0.071
|
1.02×
|
| pyp |
0.085
|
0.083
|
0.98×
|
| dragonchain |
0.104
|
0.106
|
1.02×
|
| dedupe |
0.094
|
0.093
|
0.98×
|
| cki-lib |
0.095
|
0.093
|
0.98×
|
| anyio |
0.140
|
0.138
|
0.98×
|
| stone |
0.136
|
0.134
|
0.98×
|
| DateType |
0.072
|
0.073
|
1.02×
|
| paasta |
0.190
|
0.187
|
0.98×
|
| scrapy |
0.266
|
0.270
|
1.02×
|
| scikit-build-core |
0.100
|
0.099
|
0.99×
|
| parso |
0.295
|
0.299
|
1.01×
|
| pip |
0.413
|
0.407
|
0.99×
|
| aiortc |
0.102
|
0.103
|
1.01×
|
| paroxython |
0.059
|
0.060
|
1.01×
|
| zope.interface |
0.121
|
0.119
|
0.99×
|
| operator |
0.142
|
0.144
|
1.01×
|
| boostedblob |
0.098
|
0.099
|
1.01×
|
| mypy_primer |
0.084
|
0.083
|
0.99×
|
| pytest |
0.265
|
0.268
|
1.01×
|
| jinja |
0.111
|
0.109
|
0.99×
|
| ignite |
0.221
|
0.223
|
1.01×
|
| optuna |
0.206
|
0.208
|
1.01×
|
| core |
2.875
|
2.906
|
1.01×
|
| CPython (cases_generator) |
0.081
|
0.080
|
0.99×
|
| static-frame |
0.799
|
0.791
|
0.99×
|
| schema_salad |
0.165
|
0.164
|
0.99×
|
| urllib3 |
0.143
|
0.144
|
1.01×
|
| pylox |
0.074
|
0.073
|
0.99×
|
| imagehash |
0.141
|
0.142
|
1.01×
|
| koda-validate |
0.087
|
0.087
|
1.01×
|
| flake8-pyi |
0.091
|
0.091
|
1.01×
|
| pycryptodome |
0.225
|
0.223
|
0.99×
|
| schemathesis |
0.171
|
0.172
|
1.01×
|
| packaging |
0.065
|
0.064
|
0.99×
|
| aiohttp |
0.289
|
0.287
|
0.99×
|
| AutoSplit |
0.149
|
0.150
|
1.01×
|
| pydantic |
0.238
|
0.237
|
0.99×
|
| rclip |
0.090
|
0.090
|
1.01×
|
| isort |
0.801
|
0.797
|
0.99×
|
| itsdangerous |
0.039
|
0.039
|
0.99×
|
| sympy |
2.388
|
2.401
|
1.01×
|
| pyjwt |
0.059
|
0.060
|
1.01×
|
| xarray-dataclasses |
0.288
|
0.290
|
1.00×
|
| downforeveryone |
0.044
|
0.044
|
1.00×
|
| aiohttp-devtools |
0.083
|
0.083
|
1.00×
|
| trio |
0.215
|
0.215
|
1.00×
|
| django-test-migrations |
0.038
|
0.038
|
1.00×
|
| twine |
0.071
|
0.071
|
1.00×
|
| check-jsonschema |
0.056
|
0.055
|
1.00×
|
| django-stubs |
0.257
|
0.256
|
1.00×
|
| poetry |
0.212
|
0.211
|
1.00×
|
| CPython (Argument Clinic) |
0.079
|
0.079
|
1.00×
|
| numpy-stl |
0.237
|
0.236
|
1.00×
|
| freqtrade |
0.555
|
0.553
|
1.00×
|
| tornado |
0.205
|
0.204
|
1.00×
|
| artigraph |
0.098
|
0.098
|
1.00×
|
| kornia |
0.201
|
0.202
|
1.00×
|
| comtypes |
0.138
|
0.139
|
1.00×
|
| arviz |
0.215
|
0.215
|
1.00×
|
| pylint |
0.129
|
0.129
|
1.00×
|
| python-htmlgen |
0.052
|
0.052
|
1.00×
|
| starlette |
0.101
|
0.101
|
1.00×
|
| sphinx |
0.342
|
0.342
|
1.00×
|
| Expression |
0.086
|
0.086
|
1.00×
|
| discord.py |
0.316
|
0.316
|
1.00×
|
| cwltool |
0.168
|
0.168
|
1.00×
|
| psycopg |
0.226
|
0.226
|
1.00×
|