ty timing diff report
Summary Statistics
4
Speedups (factor < 0.9)
3
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pandas |
1.352
|
1.677
|
1.24×
|
| pandas-stubs |
13.696
|
11.455
|
0.84×
|
| pwndbg |
0.274
|
0.233
|
0.85×
|
| pip |
0.378
|
0.326
|
0.86×
|
| graphql-core |
0.228
|
0.197
|
0.87×
|
| scipy |
2.267
|
2.552
|
1.13×
|
| isort |
0.523
|
0.579
|
1.11×
|
| archinstall |
0.180
|
0.198
|
1.10×
|
| aiohttp |
0.241
|
0.264
|
1.10×
|
| optuna |
0.220
|
0.202
|
0.92×
|
| discord.py |
0.295
|
0.270
|
0.92×
|
| alerta |
0.129
|
0.119
|
0.92×
|
| aioredis |
0.115
|
0.106
|
0.92×
|
| zulip |
0.995
|
0.919
|
0.92×
|
| nox |
0.055
|
0.059
|
1.07×
|
| scikit-learn |
1.416
|
1.520
|
1.07×
|
| pycryptodome |
0.218
|
0.233
|
1.07×
|
| setuptools |
0.282
|
0.264
|
0.94×
|
| alectryon |
0.037
|
0.035
|
0.94×
|
| pyinstrument |
0.046
|
0.049
|
1.06×
|
| rclip |
0.072
|
0.067
|
0.94×
|
| asynq |
0.063
|
0.059
|
0.94×
|
| freqtrade |
0.383
|
0.404
|
1.06×
|
| beartype |
0.131
|
0.124
|
0.94×
|
| pytest-robotframework |
0.053
|
0.056
|
1.05×
|
| colour |
2.125
|
2.241
|
1.05×
|
| jax |
0.727
|
0.766
|
1.05×
|
| mitmproxy |
0.295
|
0.280
|
0.95×
|
| mkdocs |
0.125
|
0.119
|
0.95×
|
| ignite |
0.223
|
0.234
|
1.05×
|
| check-jsonschema |
0.045
|
0.043
|
0.95×
|
| altair |
0.302
|
0.316
|
1.05×
|
| streamlit |
0.205
|
0.196
|
0.96×
|
| materialize |
0.350
|
0.365
|
1.04×
|
| hydpy |
0.412
|
0.429
|
1.04×
|
| dd-trace-py |
1.157
|
1.206
|
1.04×
|
| artigraph |
0.083
|
0.086
|
1.04×
|
| comtypes |
0.135
|
0.141
|
1.04×
|
| schema_salad |
0.141
|
0.135
|
0.96×
|
| speedrun.com_global_scoreboard_webapp |
0.066
|
0.063
|
0.96×
|
| spack |
0.747
|
0.717
|
0.96×
|
| itsdangerous |
0.032
|
0.034
|
1.04×
|
| pyppeteer |
0.057
|
0.060
|
1.04×
|
| werkzeug |
0.134
|
0.128
|
0.96×
|
| Tanjun |
0.135
|
0.140
|
1.04×
|
| porcupine |
0.092
|
0.095
|
1.04×
|
| operator |
0.125
|
0.120
|
0.96×
|
| pydantic |
0.419
|
0.403
|
0.96×
|
| rich |
0.127
|
0.122
|
0.96×
|
| sockeye |
0.098
|
0.101
|
1.04×
|
| kopf |
0.082
|
0.079
|
0.97×
|
| openlibrary |
0.209
|
0.216
|
1.03×
|
| bokeh |
0.297
|
0.287
|
0.97×
|
| pyodide |
0.204
|
0.211
|
1.03×
|
| pybind11 |
0.082
|
0.085
|
1.03×
|
| yarl |
0.056
|
0.057
|
1.03×
|
| paroxython |
0.049
|
0.047
|
0.97×
|
| zipp |
0.046
|
0.045
|
0.97×
|
| websockets |
0.069
|
0.067
|
0.97×
|
| tornado |
0.194
|
0.200
|
1.03×
|
| com2ann |
0.058
|
0.056
|
0.97×
|
| git-revise |
0.055
|
0.057
|
1.03×
|
| pylox |
0.064
|
0.062
|
0.97×
|
| mongo-python-driver |
0.240
|
0.247
|
1.03×
|
| pyproject-metadata |
0.053
|
0.051
|
0.97×
|
| flake8-pyi |
0.070
|
0.068
|
0.97×
|
| egglog-python |
0.317
|
0.309
|
0.97×
|
| mypy_primer |
0.063
|
0.062
|
0.97×
|
| pegen |
0.042
|
0.041
|
0.97×
|
| AutoSplit |
0.117
|
0.114
|
0.98×
|
| packaging |
0.057
|
0.056
|
0.98×
|
| scipy-stubs |
0.539
|
0.552
|
1.02×
|
| pandera |
0.775
|
0.795
|
1.02×
|
| paasta |
0.181
|
0.185
|
1.02×
|
| build |
0.053
|
0.055
|
1.02×
|
| cwltool |
0.149
|
0.152
|
1.02×
|
| Expression |
0.082
|
0.080
|
0.98×
|
| black |
0.111
|
0.108
|
0.98×
|
| jinja |
0.104
|
0.107
|
1.02×
|
| cloud-init |
0.393
|
0.402
|
1.02×
|
| CPython (peg_generator) |
0.049
|
0.050
|
1.02×
|
| schemathesis |
0.187
|
0.191
|
1.02×
|
| dulwich |
0.271
|
0.265
|
0.98×
|
| python-sop |
0.054
|
0.055
|
1.02×
|
| kornia |
0.202
|
0.198
|
0.98×
|
| flake8 |
0.062
|
0.061
|
0.98×
|
| svcs |
0.047
|
0.046
|
0.98×
|
| strawberry |
0.128
|
0.126
|
0.98×
|
| python-htmlgen |
0.050
|
0.049
|
0.98×
|
| mypy |
1.059
|
1.039
|
0.98×
|
| koda-validate |
0.085
|
0.086
|
1.02×
|
| cki-lib |
0.083
|
0.082
|
0.98×
|
| nionutils |
0.089
|
0.088
|
0.98×
|
| PyWinCtl |
0.065
|
0.066
|
1.02×
|
| cibuildwheel |
0.060
|
0.061
|
1.02×
|
| aiortc |
0.087
|
0.086
|
0.98×
|
| DateType |
0.047
|
0.046
|
0.98×
|
| pyjwt |
0.047
|
0.046
|
0.98×
|
| static-frame |
0.659
|
0.648
|
0.98×
|
| urllib3 |
0.139
|
0.137
|
0.98×
|
| starlette |
0.092
|
0.094
|
1.02×
|
| arviz |
0.164
|
0.161
|
0.98×
|
| dacite |
0.033
|
0.033
|
1.02×
|
| scrapy |
0.273
|
0.277
|
1.01×
|
| aiohttp-devtools |
0.068
|
0.067
|
0.99×
|
| mkosi |
0.159
|
0.161
|
1.01×
|
| parso |
0.187
|
0.189
|
1.01×
|
| xarray |
0.606
|
0.597
|
0.99×
|
| python-chess |
0.134
|
0.136
|
1.01×
|
| django-test-migrations |
0.033
|
0.033
|
0.99×
|
| hydra-zen |
0.137
|
0.139
|
1.01×
|
| boostedblob |
0.074
|
0.075
|
1.01×
|
| cryptography |
0.224
|
0.221
|
0.99×
|
| PyGithub |
0.258
|
0.255
|
0.99×
|
| ppb-vector |
0.038
|
0.038
|
0.99×
|
| scikit-build-core |
0.088
|
0.089
|
1.01×
|
| numpy-stl |
0.159
|
0.158
|
0.99×
|
| prefect |
0.771
|
0.763
|
0.99×
|
| meson |
0.517
|
0.522
|
1.01×
|
| stone |
0.124
|
0.125
|
1.01×
|
| anyio |
0.111
|
0.112
|
1.01×
|
| psycopg |
0.228
|
0.230
|
1.01×
|
| manticore |
2.059
|
2.075
|
1.01×
|
| vision |
0.362
|
0.365
|
1.01×
|
| attrs |
0.094
|
0.094
|
1.01×
|
| rotki |
0.656
|
0.661
|
1.01×
|
| trio |
0.183
|
0.184
|
1.01×
|
| apprise |
0.292
|
0.290
|
0.99×
|
| pytest |
0.271
|
0.269
|
0.99×
|
| CPython (Argument Clinic) |
0.062
|
0.063
|
1.01×
|
| async-utils |
0.058
|
0.058
|
0.99×
|
| sympy |
1.930
|
1.920
|
0.99×
|
| bidict |
0.043
|
0.043
|
1.00×
|
| twine |
0.058
|
0.058
|
1.00×
|
| core |
2.988
|
3.000
|
1.00×
|
| more-itertools |
1.320
|
1.324
|
1.00×
|
| sphinx |
0.324
|
0.324
|
1.00×
|
| mypy-protobuf |
0.102
|
0.102
|
1.00×
|
| zope.interface |
0.108
|
0.108
|
1.00×
|
| janus |
0.055
|
0.056
|
1.00×
|
| dragonchain |
0.101
|
0.102
|
1.00×
|
| downforeveryone |
0.036
|
0.036
|
1.00×
|
| typeshed-stats |
0.110
|
0.110
|
1.00×
|
| pylint |
0.112
|
0.112
|
1.00×
|
| antidote |
0.102
|
0.102
|
1.00×
|
| CPython (cases_generator) |
0.066
|
0.066
|
1.00×
|
| httpx-caching |
0.050
|
0.049
|
1.00×
|
| poetry |
0.203
|
0.203
|
1.00×
|
| pywin32 |
0.389
|
0.390
|
1.00×
|
| ibis |
0.431
|
0.431
|
1.00×
|
| dedupe |
0.071
|
0.071
|
1.00×
|
| pyp |
0.062
|
0.062
|
1.00×
|
| bandersnatch |
0.072
|
0.072
|
1.00×
|
| imagehash |
0.111
|
0.111
|
1.00×
|
| django-stubs |
0.279
|
0.279
|
1.00×
|
| xarray-dataclasses |
0.216
|
0.216
|
1.00×
|