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 |
| pandas |
1.117
|
1.399
|
1.25×
|
| alerta |
0.128
|
0.155
|
1.21×
|
| pip |
0.496
|
0.405
|
0.81×
|
| jax |
1.704
|
1.451
|
0.85×
|
| hydpy |
0.436
|
0.499
|
1.14×
|
| zulip |
0.931
|
1.057
|
1.14×
|
| cwltool |
0.189
|
0.213
|
1.13×
|
| tornado |
0.189
|
0.212
|
1.12×
|
| mongo-python-driver |
0.296
|
0.260
|
0.88×
|
| egglog-python |
0.375
|
0.419
|
1.12×
|
| trio |
0.231
|
0.204
|
0.88×
|
| dulwich |
0.324
|
0.288
|
0.89×
|
| archinstall |
0.207
|
0.229
|
1.11×
|
| comtypes |
0.142
|
0.157
|
1.10×
|
| porcupine |
0.107
|
0.098
|
0.91×
|
| openlibrary |
0.239
|
0.219
|
0.92×
|
| mitmproxy |
0.338
|
0.310
|
0.92×
|
| python-sop |
0.075
|
0.081
|
1.07×
|
| aiohttp |
0.310
|
0.289
|
0.93×
|
| apprise |
0.261
|
0.278
|
1.07×
|
| vision |
0.446
|
0.417
|
0.93×
|
| pandas-stubs |
7.146
|
6.674
|
0.93×
|
| ibis |
0.472
|
0.442
|
0.94×
|
| operator |
0.160
|
0.170
|
1.06×
|
| bokeh |
0.280
|
0.263
|
0.94×
|
| check-jsonschema |
0.055
|
0.058
|
1.06×
|
| CPython (peg_generator) |
0.065
|
0.068
|
1.06×
|
| httpx-caching |
0.063
|
0.066
|
1.06×
|
| async-utils |
0.069
|
0.073
|
1.06×
|
| django-test-migrations |
0.042
|
0.040
|
0.94×
|
| pylint |
0.128
|
0.122
|
0.95×
|
| python-htmlgen |
0.058
|
0.061
|
1.05×
|
| pyp |
0.081
|
0.085
|
1.05×
|
| pyjwt |
0.062
|
0.066
|
1.05×
|
| cryptography |
0.290
|
0.276
|
0.95×
|
| build |
0.064
|
0.067
|
1.05×
|
| speedrun.com_global_scoreboard_webapp |
0.082
|
0.086
|
1.05×
|
| bidict |
0.059
|
0.056
|
0.95×
|
| werkzeug |
0.144
|
0.151
|
1.05×
|
| dragonchain |
0.105
|
0.110
|
1.05×
|
| materialize |
0.358
|
0.374
|
1.04×
|
| urllib3 |
0.155
|
0.148
|
0.96×
|
| pwndbg |
0.379
|
0.362
|
0.96×
|
| kopf |
0.086
|
0.082
|
0.96×
|
| meson |
0.532
|
0.509
|
0.96×
|
| python-chess |
0.175
|
0.182
|
1.04×
|
| pytest-robotframework |
0.060
|
0.062
|
1.04×
|
| janus |
0.079
|
0.076
|
0.96×
|
| pegen |
0.053
|
0.051
|
0.96×
|
| xarray |
0.671
|
0.698
|
1.04×
|
| cloud-init |
0.421
|
0.405
|
0.96×
|
| zipp |
0.058
|
0.061
|
1.04×
|
| anyio |
0.139
|
0.143
|
1.04×
|
| dd-trace-py |
1.115
|
1.075
|
0.96×
|
| stone |
0.176
|
0.182
|
1.03×
|
| optuna |
0.221
|
0.213
|
0.97×
|
| paasta |
0.202
|
0.195
|
0.97×
|
| kornia |
0.205
|
0.198
|
0.97×
|
| zope.interface |
0.128
|
0.132
|
1.03×
|
| scrapy |
0.276
|
0.285
|
1.03×
|
| schemathesis |
0.196
|
0.190
|
0.97×
|
| strawberry |
0.199
|
0.193
|
0.97×
|
| aiortc |
0.109
|
0.106
|
0.97×
|
| yarl |
0.072
|
0.070
|
0.97×
|
| rotki |
0.620
|
0.638
|
1.03×
|
| mypy-protobuf |
0.120
|
0.116
|
0.97×
|
| pycryptodome |
0.226
|
0.233
|
1.03×
|
| scikit-learn |
2.578
|
2.503
|
0.97×
|
| packaging |
0.071
|
0.069
|
0.97×
|
| poetry |
0.220
|
0.214
|
0.97×
|
| flake8 |
0.067
|
0.069
|
1.03×
|
| downforeveryone |
0.046
|
0.045
|
0.97×
|
| nionutils |
0.088
|
0.085
|
0.97×
|
| rclip |
0.094
|
0.096
|
1.03×
|
| pywin32 |
0.389
|
0.379
|
0.97×
|
| mkosi |
0.205
|
0.210
|
1.03×
|
| pyodide |
0.254
|
0.248
|
0.97×
|
| antidote |
0.105
|
0.108
|
1.02×
|
| AutoSplit |
0.153
|
0.157
|
1.02×
|
| dedupe |
0.097
|
0.094
|
0.98×
|
| mkdocs |
0.142
|
0.146
|
1.02×
|
| Tanjun |
0.157
|
0.161
|
1.02×
|
| boostedblob |
0.099
|
0.102
|
1.02×
|
| django-stubs |
0.280
|
0.274
|
0.98×
|
| alectryon |
0.045
|
0.044
|
0.98×
|
| asynq |
0.071
|
0.073
|
1.02×
|
| scipy |
2.420
|
2.471
|
1.02×
|
| sockeye |
0.114
|
0.116
|
1.02×
|
| ppb-vector |
0.050
|
0.051
|
1.02×
|
| DateType |
0.060
|
0.062
|
1.02×
|
| pylox |
0.076
|
0.074
|
0.98×
|
| Expression |
0.090
|
0.089
|
0.98×
|
| nox |
0.072
|
0.074
|
1.02×
|
| xarray-dataclasses |
0.288
|
0.292
|
1.02×
|
| scikit-build-core |
0.104
|
0.106
|
1.02×
|
| altair |
0.367
|
0.361
|
0.98×
|
| pandera |
0.995
|
1.011
|
1.02×
|
| more-itertools |
0.126
|
0.124
|
0.98×
|
| graphql-core |
0.211
|
0.215
|
1.02×
|
| svcs |
0.058
|
0.059
|
1.01×
|
| rich |
0.136
|
0.134
|
0.99×
|
| PyWinCtl |
0.084
|
0.085
|
1.01×
|
| com2ann |
0.072
|
0.073
|
1.01×
|
| parso |
0.295
|
0.291
|
0.99×
|
| sphinx |
0.342
|
0.347
|
1.01×
|
| psycopg |
0.238
|
0.235
|
0.99×
|
| setuptools |
0.331
|
0.327
|
0.99×
|
| starlette |
0.103
|
0.102
|
0.99×
|
| sympy |
1.986
|
2.009
|
1.01×
|
| paroxython |
0.062
|
0.062
|
1.01×
|
| pydantic |
0.540
|
0.534
|
0.99×
|
| prefect |
0.859
|
0.849
|
0.99×
|
| hydra-zen |
0.196
|
0.198
|
1.01×
|
| koda-validate |
0.108
|
0.109
|
1.01×
|
| cki-lib |
0.095
|
0.096
|
1.01×
|
| mypy |
1.086
|
1.097
|
1.01×
|
| arviz |
0.215
|
0.218
|
1.01×
|
| numpy-stl |
0.250
|
0.248
|
0.99×
|
| websockets |
0.082
|
0.081
|
0.99×
|
| cibuildwheel |
0.074
|
0.073
|
0.99×
|
| attrs |
0.111
|
0.110
|
0.99×
|
| pybind11 |
0.101
|
0.100
|
0.99×
|
| beartype |
0.173
|
0.172
|
0.99×
|
| colour |
5.227
|
5.270
|
1.01×
|
| pyppeteer |
0.076
|
0.077
|
1.01×
|
| pytest |
0.271
|
0.273
|
1.01×
|
| itsdangerous |
0.042
|
0.043
|
1.01×
|
| scipy-stubs |
0.525
|
0.521
|
0.99×
|
| imagehash |
0.148
|
0.147
|
0.99×
|
| artigraph |
0.108
|
0.109
|
1.01×
|
| pyproject-metadata |
0.068
|
0.067
|
0.99×
|
| spack |
0.766
|
0.761
|
0.99×
|
| black |
0.125
|
0.125
|
1.01×
|
| CPython (Argument Clinic) |
0.083
|
0.083
|
0.99×
|
| streamlit |
0.218
|
0.217
|
1.00×
|
| bandersnatch |
0.081
|
0.082
|
1.00×
|
| schema_salad |
0.179
|
0.179
|
1.00×
|
| PyGithub |
0.277
|
0.276
|
1.00×
|
| ignite |
0.232
|
0.233
|
1.00×
|
| aioredis |
0.155
|
0.154
|
1.00×
|
| discord.py |
0.326
|
0.325
|
1.00×
|
| aiohttp-devtools |
0.087
|
0.087
|
1.00×
|
| pyinstrument |
0.061
|
0.061
|
1.00×
|
| core |
2.977
|
2.967
|
1.00×
|
| freqtrade |
0.554
|
0.552
|
1.00×
|
| static-frame |
0.795
|
0.792
|
1.00×
|
| twine |
0.074
|
0.073
|
1.00×
|
| isort |
0.659
|
0.661
|
1.00×
|
| manticore |
3.107
|
3.115
|
1.00×
|
| mypy_primer |
0.084
|
0.084
|
1.00×
|
| CPython (cases_generator) |
0.082
|
0.082
|
1.00×
|
| dacite |
0.040
|
0.040
|
1.00×
|
| git-revise |
0.075
|
0.075
|
1.00×
|
| jinja |
0.125
|
0.125
|
1.00×
|
| typeshed-stats |
0.147
|
0.147
|
1.00×
|
| flake8-pyi |
0.094
|
0.094
|
1.00×
|