ty timing diff report
Summary Statistics
3
Speedups (factor < 0.9)
7
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pandera |
0.298
|
0.367
|
1.23×
|
| freqtrade |
0.562
|
0.672
|
1.20×
|
| mongo-python-driver |
0.305
|
0.363
|
1.19×
|
| egglog-python |
0.272
|
0.230
|
0.85×
|
| cryptography |
0.212
|
0.242
|
1.14×
|
| xarray |
0.892
|
0.777
|
0.87×
|
| dd-trace-py |
1.130
|
1.265
|
1.12×
|
| kopf |
0.079
|
0.089
|
1.12×
|
| cwltool |
0.146
|
0.162
|
1.11×
|
| pip |
0.495
|
0.442
|
0.89×
|
| rotki |
0.661
|
0.727
|
1.10×
|
| pylox |
0.061
|
0.068
|
1.10×
|
| archinstall |
0.181
|
0.163
|
0.90×
|
| graphql-core |
0.239
|
0.215
|
0.90×
|
| pywin32 |
0.563
|
0.512
|
0.91×
|
| aiohttp |
0.517
|
0.471
|
0.91×
|
| pwndbg |
0.258
|
0.279
|
1.08×
|
| rich |
0.120
|
0.130
|
1.08×
|
| django-test-migrations |
0.028
|
0.031
|
1.07×
|
| colour |
8.766
|
9.345
|
1.07×
|
| black |
0.159
|
0.149
|
0.94×
|
| koda-validate |
0.111
|
0.104
|
0.94×
|
| bokeh |
0.278
|
0.294
|
1.06×
|
| pyp |
0.060
|
0.064
|
1.06×
|
| PyWinCtl |
0.070
|
0.066
|
0.94×
|
| asynq |
0.066
|
0.070
|
1.06×
|
| optuna |
0.201
|
0.212
|
1.06×
|
| jax |
1.662
|
1.756
|
1.06×
|
| altair |
0.301
|
0.317
|
1.06×
|
| isort |
1.650
|
1.740
|
1.05×
|
| packaging |
0.047
|
0.049
|
1.05×
|
| async-utils |
0.044
|
0.046
|
1.05×
|
| setuptools |
0.408
|
0.386
|
0.95×
|
| downforeveryone |
0.033
|
0.035
|
1.05×
|
| cki-lib |
0.077
|
0.081
|
1.05×
|
| dragonchain |
0.100
|
0.105
|
1.05×
|
| paroxython |
0.045
|
0.048
|
1.05×
|
| starlette |
0.091
|
0.096
|
1.05×
|
| mypy-protobuf |
0.102
|
0.098
|
0.96×
|
| flake8 |
0.060
|
0.063
|
1.04×
|
| pandas |
1.354
|
1.296
|
0.96×
|
| rclip |
0.082
|
0.086
|
1.04×
|
| ibis |
0.430
|
0.413
|
0.96×
|
| sympy |
3.886
|
4.042
|
1.04×
|
| apprise |
0.369
|
0.383
|
1.04×
|
| stone |
0.134
|
0.139
|
1.04×
|
| speedrun.com_global_scoreboard_webapp |
0.059
|
0.061
|
1.04×
|
| scipy |
7.812
|
8.091
|
1.04×
|
| dacite |
0.034
|
0.033
|
0.97×
|
| pytest-robotframework |
0.051
|
0.053
|
1.03×
|
| bidict |
0.044
|
0.043
|
0.97×
|
| discord.py |
0.285
|
0.294
|
1.03×
|
| check-jsonschema |
0.044
|
0.045
|
1.03×
|
| more-itertools |
0.097
|
0.100
|
1.03×
|
| python-sop |
0.050
|
0.052
|
1.03×
|
| pegen |
0.040
|
0.041
|
1.03×
|
| httpx-caching |
0.048
|
0.049
|
1.03×
|
| cibuildwheel |
0.060
|
0.062
|
1.03×
|
| attrs |
0.089
|
0.091
|
1.03×
|
| manticore |
1.892
|
1.836
|
0.97×
|
| sockeye |
0.106
|
0.103
|
0.97×
|
| sphinx |
0.346
|
0.336
|
0.97×
|
| arviz |
0.091
|
0.093
|
1.03×
|
| svcs |
0.045
|
0.047
|
1.03×
|
| bandersnatch |
0.073
|
0.075
|
1.03×
|
| hydra-zen |
0.188
|
0.193
|
1.03×
|
| scipy-stubs |
0.454
|
0.467
|
1.03×
|
| python-htmlgen |
0.048
|
0.050
|
1.03×
|
| urllib3 |
0.135
|
0.139
|
1.03×
|
| pyjwt |
0.048
|
0.049
|
1.03×
|
| AutoSplit |
0.114
|
0.117
|
1.03×
|
| pyodide |
0.133
|
0.129
|
0.97×
|
| static-frame |
0.689
|
0.673
|
0.98×
|
| mypy_primer |
0.059
|
0.058
|
0.98×
|
| nionutils |
0.073
|
0.075
|
1.02×
|
| materialize |
0.373
|
0.382
|
1.02×
|
| pycryptodome |
0.212
|
0.207
|
0.98×
|
| DateType |
0.060
|
0.058
|
0.98×
|
| django-stubs |
0.250
|
0.244
|
0.98×
|
| pytest |
0.279
|
0.273
|
0.98×
|
| alerta |
0.116
|
0.118
|
1.02×
|
| operator |
0.112
|
0.110
|
0.98×
|
| twine |
0.052
|
0.053
|
1.02×
|
| mitmproxy |
0.303
|
0.297
|
0.98×
|
| numpy-stl |
0.320
|
0.313
|
0.98×
|
| paasta |
0.180
|
0.184
|
1.02×
|
| mypy |
1.001
|
0.979
|
0.98×
|
| zope.interface |
0.105
|
0.103
|
0.98×
|
| ppb-vector |
0.040
|
0.041
|
1.02×
|
| beartype |
0.201
|
0.197
|
0.98×
|
| streamlit |
0.212
|
0.217
|
1.02×
|
| build |
0.051
|
0.050
|
0.98×
|
| alectryon |
0.036
|
0.035
|
0.98×
|
| cloud-init |
0.408
|
0.416
|
1.02×
|
| pandas-stubs |
5.313
|
5.417
|
1.02×
|
| mkosi |
0.168
|
0.172
|
1.02×
|
| ignite |
0.235
|
0.240
|
1.02×
|
| jinja |
0.178
|
0.175
|
0.98×
|
| nox |
0.054
|
0.055
|
1.02×
|
| anyio |
0.119
|
0.117
|
0.98×
|
| scrapy |
0.289
|
0.284
|
0.98×
|
| com2ann |
0.053
|
0.052
|
0.98×
|
| janus |
0.057
|
0.056
|
0.98×
|
| porcupine |
0.096
|
0.095
|
0.98×
|
| antidote |
0.095
|
0.097
|
1.02×
|
| vision |
0.395
|
0.401
|
1.02×
|
| kornia |
0.203
|
0.200
|
0.98×
|
| pylint |
0.139
|
0.138
|
0.99×
|
| Tanjun |
0.129
|
0.131
|
1.01×
|
| aiortc |
0.101
|
0.099
|
0.99×
|
| meson |
0.570
|
0.578
|
1.01×
|
| werkzeug |
0.136
|
0.134
|
0.99×
|
| imagehash |
0.102
|
0.103
|
1.01×
|
| pyppeteer |
0.057
|
0.058
|
1.01×
|
| openlibrary |
0.213
|
0.216
|
1.01×
|
| itsdangerous |
0.033
|
0.033
|
1.01×
|
| PyGithub |
0.257
|
0.254
|
0.99×
|
| python-chess |
0.225
|
0.227
|
1.01×
|
| pydantic |
0.387
|
0.382
|
0.99×
|
| zulip |
0.944
|
0.954
|
1.01×
|
| psycopg |
0.239
|
0.241
|
1.01×
|
| websockets |
0.066
|
0.066
|
0.99×
|
| dulwich |
0.287
|
0.290
|
1.01×
|
| boostedblob |
0.074
|
0.073
|
0.99×
|
| parso |
0.511
|
0.506
|
0.99×
|
| git-revise |
0.055
|
0.054
|
0.99×
|
| trio |
0.194
|
0.192
|
0.99×
|
| typeshed-stats |
0.103
|
0.104
|
1.01×
|
| pyproject-metadata |
0.051
|
0.051
|
1.01×
|
| dedupe |
0.068
|
0.068
|
1.01×
|
| strawberry |
0.227
|
0.228
|
1.01×
|
| xarray-dataclasses |
0.019
|
0.019
|
1.01×
|
| spack |
0.813
|
0.819
|
1.01×
|
| yarl |
0.064
|
0.064
|
0.99×
|
| poetry |
0.204
|
0.206
|
1.01×
|
| Expression |
0.081
|
0.080
|
0.99×
|
| pybind11 |
0.092
|
0.092
|
1.01×
|
| aiohttp-devtools |
0.064
|
0.064
|
1.00×
|
| scikit-learn |
3.278
|
3.292
|
1.00×
|
| mkdocs |
0.119
|
0.119
|
1.00×
|
| scikit-build-core |
0.090
|
0.090
|
1.00×
|
| core |
2.947
|
2.938
|
1.00×
|
| aioredis |
0.117
|
0.116
|
1.00×
|
| zipp |
0.045
|
0.045
|
1.00×
|
| schema_salad |
0.148
|
0.148
|
1.00×
|
| schemathesis |
0.170
|
0.169
|
1.00×
|
| flake8-pyi |
0.065
|
0.066
|
1.00×
|
| artigraph |
0.084
|
0.083
|
1.00×
|
| tornado |
0.200
|
0.200
|
1.00×
|
| pyinstrument |
0.046
|
0.046
|
1.00×
|
| comtypes |
0.152
|
0.151
|
1.00×
|
| hydpy |
0.546
|
0.545
|
1.00×
|
| prefect |
0.711
|
0.711
|
1.00×
|