ty timing diff report
Summary Statistics
5
Speedups (factor < 0.9)
2
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pandas |
1.450
|
1.094
|
0.75×
|
| pip |
0.406
|
0.487
|
1.20×
|
| pywin32 |
0.441
|
0.377
|
0.86×
|
| cryptography |
0.275
|
0.240
|
0.87×
|
| mongo-python-driver |
0.275
|
0.241
|
0.87×
|
| mitmproxy |
0.292
|
0.324
|
1.11×
|
| apprise |
0.305
|
0.272
|
0.89×
|
| freqtrade |
0.494
|
0.542
|
1.10×
|
| archinstall |
0.211
|
0.230
|
1.09×
|
| vision |
0.437
|
0.401
|
0.92×
|
| porcupine |
0.094
|
0.101
|
1.08×
|
| downforeveryone |
0.043
|
0.047
|
1.08×
|
| beartype |
0.151
|
0.162
|
1.08×
|
| pylox |
0.071
|
0.076
|
1.07×
|
| cwltool |
0.205
|
0.191
|
0.93×
|
| mkdocs |
0.142
|
0.151
|
1.07×
|
| trio |
0.194
|
0.206
|
1.06×
|
| manticore |
2.975
|
3.160
|
1.06×
|
| xarray |
0.712
|
0.668
|
0.94×
|
| optuna |
0.213
|
0.226
|
1.06×
|
| PyWinCtl |
0.088
|
0.083
|
0.94×
|
| graphql-core |
0.213
|
0.201
|
0.94×
|
| bokeh |
0.285
|
0.269
|
0.94×
|
| spack |
0.759
|
0.717
|
0.94×
|
| pyinstrument |
0.064
|
0.067
|
1.05×
|
| mypy |
1.086
|
1.031
|
0.95×
|
| rich |
0.133
|
0.139
|
1.05×
|
| pybind11 |
0.101
|
0.096
|
0.95×
|
| websockets |
0.087
|
0.083
|
0.95×
|
| dulwich |
0.329
|
0.314
|
0.96×
|
| operator |
0.153
|
0.146
|
0.96×
|
| aioredis |
0.161
|
0.154
|
0.96×
|
| jinja |
0.124
|
0.130
|
1.04×
|
| ibis |
0.446
|
0.428
|
0.96×
|
| schema_salad |
0.169
|
0.176
|
1.04×
|
| paasta |
0.197
|
0.189
|
0.96×
|
| itsdangerous |
0.044
|
0.043
|
0.96×
|
| streamlit |
0.220
|
0.228
|
1.04×
|
| paroxython |
0.066
|
0.063
|
0.96×
|
| bidict |
0.059
|
0.062
|
1.04×
|
| django-test-migrations |
0.040
|
0.042
|
1.04×
|
| dacite |
0.042
|
0.043
|
1.04×
|
| altair |
0.384
|
0.371
|
0.96×
|
| pytest-robotframework |
0.068
|
0.071
|
1.03×
|
| artigraph |
0.105
|
0.102
|
0.97×
|
| anyio |
0.143
|
0.148
|
1.03×
|
| scipy-stubs |
0.517
|
0.501
|
0.97×
|
| hydra-zen |
0.199
|
0.193
|
0.97×
|
| CPython (Argument Clinic) |
0.085
|
0.083
|
0.97×
|
| python-sop |
0.078
|
0.080
|
1.03×
|
| egglog-python |
0.410
|
0.422
|
1.03×
|
| kopf |
0.087
|
0.085
|
0.97×
|
| attrs |
0.115
|
0.118
|
1.03×
|
| mkosi |
0.207
|
0.213
|
1.03×
|
| rotki |
0.614
|
0.632
|
1.03×
|
| CPython (peg_generator) |
0.065
|
0.067
|
1.03×
|
| meson |
0.540
|
0.555
|
1.03×
|
| flake8 |
0.067
|
0.065
|
0.97×
|
| zope.interface |
0.128
|
0.132
|
1.03×
|
| dedupe |
0.101
|
0.104
|
1.03×
|
| xarray-dataclasses |
0.292
|
0.300
|
1.03×
|
| pyjwt |
0.066
|
0.067
|
1.03×
|
| Expression |
0.093
|
0.091
|
0.97×
|
| poetry |
0.222
|
0.228
|
1.03×
|
| pandera |
0.987
|
1.011
|
1.02×
|
| sockeye |
0.114
|
0.111
|
0.98×
|
| psycopg |
0.238
|
0.232
|
0.98×
|
| pegen |
0.054
|
0.056
|
1.02×
|
| CPython (cases_generator) |
0.084
|
0.086
|
1.02×
|
| AutoSplit |
0.161
|
0.165
|
1.02×
|
| werkzeug |
0.138
|
0.141
|
1.02×
|
| python-chess |
0.176
|
0.180
|
1.02×
|
| dd-trace-py |
1.100
|
1.125
|
1.02×
|
| ppb-vector |
0.050
|
0.051
|
1.02×
|
| pyp |
0.088
|
0.090
|
1.02×
|
| aiohttp-devtools |
0.089
|
0.087
|
0.98×
|
| jax |
0.853
|
0.834
|
0.98×
|
| typeshed-stats |
0.145
|
0.148
|
1.02×
|
| com2ann |
0.077
|
0.079
|
1.02×
|
| numpy-stl |
0.245
|
0.250
|
1.02×
|
| black |
0.125
|
0.128
|
1.02×
|
| zipp |
0.063
|
0.062
|
0.98×
|
| koda-validate |
0.105
|
0.103
|
0.98×
|
| aiohttp |
0.288
|
0.282
|
0.98×
|
| openlibrary |
0.228
|
0.223
|
0.98×
|
| speedrun.com_global_scoreboard_webapp |
0.083
|
0.085
|
1.02×
|
| alectryon |
0.045
|
0.046
|
1.02×
|
| packaging |
0.072
|
0.070
|
0.98×
|
| comtypes |
0.147
|
0.145
|
0.98×
|
| pandas-stubs |
7.094
|
7.232
|
1.02×
|
| kornia |
0.205
|
0.209
|
1.02×
|
| async-utils |
0.068
|
0.069
|
1.02×
|
| python-htmlgen |
0.059
|
0.058
|
0.98×
|
| nionutils |
0.082
|
0.083
|
1.02×
|
| twine |
0.081
|
0.079
|
0.98×
|
| boostedblob |
0.101
|
0.103
|
1.02×
|
| pyodide |
0.249
|
0.253
|
1.02×
|
| pydantic |
0.527
|
0.535
|
1.01×
|
| nox |
0.076
|
0.075
|
0.99×
|
| rclip |
0.097
|
0.099
|
1.01×
|
| bandersnatch |
0.087
|
0.085
|
0.99×
|
| tornado |
0.217
|
0.220
|
1.01×
|
| pytest |
0.273
|
0.276
|
1.01×
|
| janus |
0.077
|
0.076
|
0.99×
|
| check-jsonschema |
0.059
|
0.059
|
1.01×
|
| DateType |
0.062
|
0.063
|
1.01×
|
| pwndbg |
0.359
|
0.354
|
0.99×
|
| cloud-init |
0.422
|
0.427
|
1.01×
|
| flake8-pyi |
0.097
|
0.098
|
1.01×
|
| ignite |
0.239
|
0.241
|
1.01×
|
| django-stubs |
0.272
|
0.275
|
1.01×
|
| yarl |
0.076
|
0.075
|
0.99×
|
| pylint |
0.125
|
0.123
|
0.99×
|
| starlette |
0.102
|
0.103
|
1.01×
|
| PyGithub |
0.274
|
0.277
|
1.01×
|
| isort |
0.651
|
0.658
|
1.01×
|
| core |
2.878
|
2.908
|
1.01×
|
| pyppeteer |
0.077
|
0.078
|
1.01×
|
| more-itertools |
0.124
|
0.125
|
1.01×
|
| setuptools |
0.358
|
0.354
|
0.99×
|
| schemathesis |
0.194
|
0.196
|
1.01×
|
| aiortc |
0.107
|
0.108
|
1.01×
|
| mypy_primer |
0.085
|
0.086
|
1.01×
|
| dragonchain |
0.113
|
0.112
|
0.99×
|
| zulip |
0.949
|
0.958
|
1.01×
|
| stone |
0.169
|
0.171
|
1.01×
|
| scikit-build-core |
0.110
|
0.110
|
1.01×
|
| parso |
0.298
|
0.296
|
0.99×
|
| git-revise |
0.077
|
0.077
|
1.01×
|
| prefect |
0.866
|
0.871
|
1.01×
|
| cibuildwheel |
0.077
|
0.077
|
0.99×
|
| sphinx |
0.347
|
0.345
|
0.99×
|
| Tanjun |
0.160
|
0.159
|
1.00×
|
| urllib3 |
0.164
|
0.163
|
1.00×
|
| arviz |
0.220
|
0.221
|
1.00×
|
| imagehash |
0.149
|
0.150
|
1.00×
|
| mypy-protobuf |
0.120
|
0.119
|
1.00×
|
| scrapy |
0.280
|
0.279
|
1.00×
|
| pyproject-metadata |
0.068
|
0.068
|
1.00×
|
| sympy |
2.074
|
2.067
|
1.00×
|
| hydpy |
0.455
|
0.453
|
1.00×
|
| scipy |
2.185
|
2.191
|
1.00×
|
| alerta |
0.154
|
0.155
|
1.00×
|
| cki-lib |
0.091
|
0.091
|
1.00×
|
| colour |
2.566
|
2.559
|
1.00×
|
| strawberry |
0.206
|
0.205
|
1.00×
|
| asynq |
0.075
|
0.075
|
1.00×
|
| scikit-learn |
2.462
|
2.456
|
1.00×
|
| svcs |
0.060
|
0.059
|
1.00×
|
| materialize |
0.407
|
0.406
|
1.00×
|
| antidote |
0.109
|
0.109
|
1.00×
|
| build |
0.067
|
0.067
|
1.00×
|
| static-frame |
0.788
|
0.787
|
1.00×
|
| pycryptodome |
0.229
|
0.229
|
1.00×
|
| discord.py |
0.331
|
0.331
|
1.00×
|
| httpx-caching |
0.068
|
0.068
|
1.00×
|