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 |
| kopf |
0.076
|
abnormal exit
|
abnormal exit
|
| prefect |
0.788
|
abnormal exit
|
abnormal exit
|
| freqtrade |
0.487
|
0.694
|
1.43×
|
| pip |
0.293
|
0.402
|
1.37×
|
| pwndbg |
0.233
|
0.283
|
1.22×
|
| pandera |
0.292
|
0.346
|
1.18×
|
| altair |
0.298
|
0.256
|
0.86×
|
| setuptools |
0.313
|
0.271
|
0.87×
|
| more-itertools |
0.083
|
0.093
|
1.12×
|
| materialize |
0.325
|
0.363
|
1.12×
|
| graphql-core |
0.213
|
0.189
|
0.89×
|
| dd-trace-py |
1.130
|
1.003
|
0.89×
|
| discord.py |
0.293
|
0.265
|
0.90×
|
| cryptography |
0.204
|
0.223
|
1.09×
|
| itsdangerous |
0.032
|
0.035
|
1.09×
|
| aiohttp |
0.282
|
0.258
|
0.91×
|
| python-chess |
0.141
|
0.152
|
1.07×
|
| com2ann |
0.060
|
0.056
|
0.93×
|
| koda-validate |
0.073
|
0.078
|
1.07×
|
| hydpy |
0.395
|
0.421
|
1.07×
|
| archinstall |
0.179
|
0.167
|
0.93×
|
| ppb-vector |
0.037
|
0.039
|
1.06×
|
| dulwich |
0.249
|
0.265
|
1.06×
|
| spack |
0.721
|
0.676
|
0.94×
|
| apprise |
0.273
|
0.289
|
1.06×
|
| porcupine |
0.081
|
0.086
|
1.06×
|
| pycryptodome |
0.182
|
0.193
|
1.06×
|
| black |
0.114
|
0.121
|
1.06×
|
| paasta |
0.168
|
0.177
|
1.06×
|
| alerta |
0.102
|
0.108
|
1.06×
|
| pyproject-metadata |
0.054
|
0.051
|
0.94×
|
| ibis |
0.409
|
0.432
|
1.06×
|
| operator |
0.110
|
0.117
|
1.06×
|
| websockets |
0.064
|
0.068
|
1.05×
|
| git-revise |
0.056
|
0.053
|
0.95×
|
| numpy-stl |
0.169
|
0.177
|
1.05×
|
| PyWinCtl |
0.063
|
0.066
|
1.05×
|
| pyjwt |
0.049
|
0.046
|
0.95×
|
| cibuildwheel |
0.058
|
0.061
|
1.05×
|
| packaging |
0.052
|
0.055
|
1.05×
|
| schemathesis |
0.173
|
0.165
|
0.95×
|
| mkdocs |
0.111
|
0.116
|
1.04×
|
| bandersnatch |
0.069
|
0.072
|
1.04×
|
| pandas |
1.192
|
1.243
|
1.04×
|
| pylox |
0.058
|
0.061
|
1.04×
|
| scikit-learn |
1.908
|
1.989
|
1.04×
|
| python-htmlgen |
0.047
|
0.049
|
1.04×
|
| jinja |
0.104
|
0.100
|
0.96×
|
| AutoSplit |
0.116
|
0.121
|
1.04×
|
| aiortc |
0.087
|
0.083
|
0.96×
|
| werkzeug |
0.126
|
0.131
|
1.04×
|
| beartype |
0.137
|
0.142
|
1.04×
|
| strawberry |
0.164
|
0.170
|
1.04×
|
| rotki |
0.635
|
0.610
|
0.96×
|
| attrs |
0.090
|
0.093
|
1.04×
|
| jax |
1.190
|
1.235
|
1.04×
|
| static-frame |
0.646
|
0.670
|
1.04×
|
| CPython (cases_generator) |
0.063
|
0.061
|
0.97×
|
| rich |
0.117
|
0.121
|
1.03×
|
| dacite |
0.033
|
0.032
|
0.97×
|
| zipp |
0.045
|
0.046
|
1.03×
|
| starlette |
0.087
|
0.090
|
1.03×
|
| check-jsonschema |
0.045
|
0.044
|
0.97×
|
| DateType |
0.058
|
0.056
|
0.97×
|
| PyGithub |
0.235
|
0.242
|
1.03×
|
| svcs |
0.046
|
0.047
|
1.03×
|
| sphinx |
0.316
|
0.324
|
1.03×
|
| pyppeteer |
0.056
|
0.057
|
1.03×
|
| build |
0.050
|
0.051
|
1.03×
|
| pegen |
0.040
|
0.041
|
1.03×
|
| bokeh |
0.267
|
0.273
|
1.02×
|
| mitmproxy |
0.267
|
0.260
|
0.98×
|
| CPython (peg_generator) |
0.050
|
0.051
|
1.02×
|
| artigraph |
0.087
|
0.085
|
0.98×
|
| scipy |
2.230
|
2.180
|
0.98×
|
| pyinstrument |
0.046
|
0.047
|
1.02×
|
| stone |
0.111
|
0.113
|
1.02×
|
| antidote |
0.093
|
0.095
|
1.02×
|
| pylint |
0.112
|
0.114
|
1.02×
|
| janus |
0.055
|
0.056
|
1.02×
|
| Expression |
0.074
|
0.075
|
1.02×
|
| paroxython |
0.046
|
0.047
|
1.02×
|
| scipy-stubs |
0.491
|
0.500
|
1.02×
|
| colour |
2.974
|
2.918
|
0.98×
|
| pybind11 |
0.079
|
0.081
|
1.02×
|
| kornia |
0.191
|
0.195
|
1.02×
|
| mypy_primer |
0.062
|
0.061
|
0.98×
|
| aioredis |
0.110
|
0.109
|
0.98×
|
| httpx-caching |
0.050
|
0.049
|
0.98×
|
| typeshed-stats |
0.105
|
0.106
|
1.02×
|
| python-sop |
0.053
|
0.052
|
0.98×
|
| poetry |
0.181
|
0.184
|
1.02×
|
| sympy |
2.244
|
2.278
|
1.02×
|
| cki-lib |
0.081
|
0.079
|
0.98×
|
| twine |
0.052
|
0.053
|
1.01×
|
| django-test-migrations |
0.030
|
0.031
|
1.01×
|
| speedrun.com_global_scoreboard_webapp |
0.063
|
0.062
|
0.99×
|
| streamlit |
0.192
|
0.190
|
0.99×
|
| imagehash |
0.105
|
0.106
|
1.01×
|
| alectryon |
0.036
|
0.035
|
0.99×
|
| cloud-init |
0.375
|
0.371
|
0.99×
|
| xarray-dataclasses |
0.215
|
0.217
|
1.01×
|
| yarl |
0.055
|
0.055
|
1.01×
|
| pytest-robotframework |
0.052
|
0.051
|
0.99×
|
| mkosi |
0.146
|
0.148
|
1.01×
|
| mypy-protobuf |
0.099
|
0.100
|
1.01×
|
| zope.interface |
0.103
|
0.104
|
1.01×
|
| dragonchain |
0.091
|
0.091
|
1.01×
|
| nox |
0.056
|
0.057
|
1.01×
|
| tornado |
0.184
|
0.182
|
0.99×
|
| meson |
0.592
|
0.597
|
1.01×
|
| pyodide |
0.181
|
0.179
|
0.99×
|
| urllib3 |
0.131
|
0.132
|
1.01×
|
| anyio |
0.105
|
0.104
|
0.99×
|
| pyp |
0.063
|
0.062
|
0.99×
|
| aiohttp-devtools |
0.066
|
0.065
|
0.99×
|
| schema_salad |
0.139
|
0.140
|
1.01×
|
| asynq |
0.060
|
0.061
|
1.01×
|
| flake8 |
0.058
|
0.057
|
0.99×
|
| scrapy |
0.258
|
0.260
|
1.01×
|
| ignite |
0.207
|
0.208
|
1.01×
|
| optuna |
0.201
|
0.200
|
0.99×
|
| psycopg |
0.211
|
0.213
|
1.01×
|
| xarray |
0.583
|
0.587
|
1.01×
|
| vision |
0.357
|
0.359
|
1.01×
|
| cwltool |
0.143
|
0.144
|
1.01×
|
| core |
2.741
|
2.758
|
1.01×
|
| pytest |
0.248
|
0.250
|
1.01×
|
| isort |
0.654
|
0.658
|
1.01×
|
| async-utils |
0.053
|
0.054
|
1.01×
|
| boostedblob |
0.074
|
0.075
|
1.01×
|
| zulip |
0.853
|
0.857
|
1.01×
|
| hydra-zen |
0.141
|
0.142
|
1.01×
|
| downforeveryone |
0.035
|
0.035
|
1.00×
|
| manticore |
1.724
|
1.716
|
1.00×
|
| openlibrary |
0.204
|
0.205
|
1.00×
|
| pandas-stubs |
6.467
|
6.441
|
1.00×
|
| Tanjun |
0.126
|
0.125
|
1.00×
|
| arviz |
0.162
|
0.163
|
1.00×
|
| comtypes |
0.126
|
0.126
|
1.00×
|
| pydantic |
0.267
|
0.266
|
1.00×
|
| egglog-python |
0.297
|
0.298
|
1.00×
|
| parso |
0.209
|
0.210
|
1.00×
|
| django-stubs |
0.259
|
0.260
|
1.00×
|
| dedupe |
0.072
|
0.072
|
1.00×
|
| nionutils |
0.072
|
0.072
|
1.00×
|
| bidict |
0.044
|
0.044
|
1.00×
|
| scikit-build-core |
0.087
|
0.087
|
1.00×
|
| pywin32 |
0.408
|
0.408
|
1.00×
|
| CPython (Argument Clinic) |
0.061
|
0.061
|
1.00×
|
| trio |
0.186
|
0.186
|
1.00×
|
| flake8-pyi |
0.065
|
0.065
|
1.00×
|
| mypy |
0.947
|
0.946
|
1.00×
|
| mongo-python-driver |
0.354
|
0.353
|
1.00×
|
| rclip |
0.073
|
0.073
|
1.00×
|
| sockeye |
0.099
|
0.099
|
1.00×
|