ty timing diff report
Summary Statistics
2
Speedups (factor < 0.9)
4
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| scikit-learn |
1.944
|
1.441
|
0.74×
|
| pip |
0.316
|
0.396
|
1.25×
|
| pylox |
0.059
|
0.068
|
1.16×
|
| egglog-python |
0.274
|
0.312
|
1.14×
|
| setuptools |
0.294
|
0.261
|
0.89×
|
| more-itertools |
0.081
|
0.089
|
1.10×
|
| cwltool |
0.154
|
0.169
|
1.10×
|
| pyppeteer |
0.062
|
0.057
|
0.92×
|
| pandas |
1.576
|
1.454
|
0.92×
|
| discord.py |
0.258
|
0.277
|
1.07×
|
| sympy |
2.066
|
2.202
|
1.07×
|
| materialize |
0.370
|
0.346
|
0.94×
|
| zipp |
0.044
|
0.047
|
1.06×
|
| spack |
0.703
|
0.747
|
1.06×
|
| freqtrade |
0.500
|
0.469
|
0.94×
|
| pandera |
0.771
|
0.725
|
0.94×
|
| cki-lib |
0.078
|
0.083
|
1.06×
|
| aiohttp |
0.256
|
0.271
|
1.06×
|
| pwndbg |
0.306
|
0.288
|
0.94×
|
| paroxython |
0.046
|
0.049
|
1.06×
|
| werkzeug |
0.127
|
0.134
|
1.06×
|
| pyp |
0.061
|
0.064
|
1.05×
|
| beartype |
0.127
|
0.134
|
1.05×
|
| bidict |
0.046
|
0.044
|
0.95×
|
| scipy-stubs |
0.538
|
0.509
|
0.95×
|
| sockeye |
0.101
|
0.107
|
1.05×
|
| pyjwt |
0.049
|
0.047
|
0.95×
|
| scipy |
2.445
|
2.573
|
1.05×
|
| apprise |
0.272
|
0.285
|
1.05×
|
| aioredis |
0.108
|
0.113
|
1.05×
|
| cibuildwheel |
0.063
|
0.060
|
0.95×
|
| trio |
0.178
|
0.186
|
1.04×
|
| rclip |
0.071
|
0.067
|
0.96×
|
| dulwich |
0.252
|
0.263
|
1.04×
|
| parso |
0.219
|
0.229
|
1.04×
|
| scrapy |
0.267
|
0.279
|
1.04×
|
| manticore |
2.150
|
2.060
|
0.96×
|
| mkdocs |
0.121
|
0.126
|
1.04×
|
| alectryon |
0.036
|
0.035
|
0.96×
|
| graphql-core |
0.195
|
0.188
|
0.96×
|
| mkosi |
0.170
|
0.164
|
0.96×
|
| yarl |
0.055
|
0.053
|
0.96×
|
| itsdangerous |
0.033
|
0.032
|
0.96×
|
| django-test-migrations |
0.033
|
0.032
|
0.96×
|
| black |
0.110
|
0.106
|
0.96×
|
| com2ann |
0.059
|
0.057
|
0.96×
|
| streamlit |
0.209
|
0.202
|
0.97×
|
| Tanjun |
0.140
|
0.136
|
0.97×
|
| kopf |
0.081
|
0.078
|
0.97×
|
| comtypes |
0.137
|
0.132
|
0.97×
|
| pandas-stubs |
7.724
|
7.969
|
1.03×
|
| check-jsonschema |
0.044
|
0.045
|
1.03×
|
| build |
0.051
|
0.053
|
1.03×
|
| ignite |
0.230
|
0.223
|
0.97×
|
| pegen |
0.042
|
0.043
|
1.03×
|
| pyodide |
0.199
|
0.194
|
0.97×
|
| hydpy |
0.420
|
0.408
|
0.97×
|
| openlibrary |
0.213
|
0.219
|
1.03×
|
| async-utils |
0.055
|
0.053
|
0.97×
|
| stone |
0.143
|
0.139
|
0.97×
|
| tornado |
0.197
|
0.192
|
0.97×
|
| cryptography |
0.221
|
0.215
|
0.97×
|
| xarray |
0.605
|
0.588
|
0.97×
|
| vision |
0.367
|
0.377
|
1.03×
|
| ppb-vector |
0.040
|
0.039
|
0.97×
|
| AutoSplit |
0.116
|
0.119
|
1.03×
|
| aiortc |
0.085
|
0.087
|
1.03×
|
| CPython (Argument Clinic) |
0.064
|
0.065
|
1.02×
|
| isort |
0.556
|
0.569
|
1.02×
|
| PyWinCtl |
0.064
|
0.066
|
1.02×
|
| zope.interface |
0.108
|
0.111
|
1.02×
|
| nox |
0.056
|
0.058
|
1.02×
|
| anyio |
0.115
|
0.112
|
0.98×
|
| twine |
0.055
|
0.056
|
1.02×
|
| porcupine |
0.096
|
0.093
|
0.98×
|
| janus |
0.058
|
0.057
|
0.98×
|
| hydra-zen |
0.146
|
0.150
|
1.02×
|
| zulip |
0.963
|
0.985
|
1.02×
|
| python-chess |
0.139
|
0.136
|
0.98×
|
| Expression |
0.081
|
0.079
|
0.98×
|
| mypy_primer |
0.063
|
0.064
|
1.02×
|
| dd-trace-py |
1.094
|
1.118
|
1.02×
|
| antidote |
0.095
|
0.093
|
0.98×
|
| xarray-dataclasses |
0.220
|
0.215
|
0.98×
|
| CPython (peg_generator) |
0.052
|
0.051
|
0.98×
|
| poetry |
0.203
|
0.207
|
1.02×
|
| svcs |
0.045
|
0.046
|
1.02×
|
| colour |
2.530
|
2.580
|
1.02×
|
| pycryptodome |
0.210
|
0.206
|
0.98×
|
| PyGithub |
0.258
|
0.253
|
0.98×
|
| boostedblob |
0.078
|
0.077
|
0.98×
|
| nionutils |
0.072
|
0.071
|
0.98×
|
| httpx-caching |
0.048
|
0.049
|
1.02×
|
| core |
3.000
|
2.947
|
0.98×
|
| arviz |
0.162
|
0.164
|
1.02×
|
| mitmproxy |
0.279
|
0.284
|
1.02×
|
| pyinstrument |
0.047
|
0.048
|
1.02×
|
| speedrun.com_global_scoreboard_webapp |
0.062
|
0.063
|
1.02×
|
| kornia |
0.196
|
0.199
|
1.02×
|
| starlette |
0.094
|
0.093
|
0.98×
|
| mongo-python-driver |
0.277
|
0.281
|
1.02×
|
| bokeh |
0.259
|
0.263
|
1.02×
|
| dedupe |
0.071
|
0.070
|
0.98×
|
| mypy |
1.004
|
1.019
|
1.01×
|
| static-frame |
0.654
|
0.644
|
0.99×
|
| schemathesis |
0.179
|
0.176
|
0.99×
|
| operator |
0.129
|
0.131
|
1.01×
|
| optuna |
0.209
|
0.206
|
0.99×
|
| jax |
0.810
|
0.821
|
1.01×
|
| python-sop |
0.055
|
0.056
|
1.01×
|
| archinstall |
0.185
|
0.188
|
1.01×
|
| psycopg |
0.236
|
0.233
|
0.99×
|
| aiohttp-devtools |
0.068
|
0.068
|
0.99×
|
| meson |
0.530
|
0.524
|
0.99×
|
| mypy-protobuf |
0.105
|
0.104
|
0.99×
|
| schema_salad |
0.143
|
0.142
|
0.99×
|
| urllib3 |
0.140
|
0.142
|
1.01×
|
| pylint |
0.110
|
0.109
|
0.99×
|
| ibis |
0.426
|
0.430
|
1.01×
|
| jinja |
0.109
|
0.110
|
1.01×
|
| koda-validate |
0.080
|
0.079
|
0.99×
|
| django-stubs |
0.280
|
0.278
|
0.99×
|
| sphinx |
0.324
|
0.322
|
0.99×
|
| flake8 |
0.058
|
0.057
|
0.99×
|
| CPython (cases_generator) |
0.064
|
0.063
|
0.99×
|
| rich |
0.125
|
0.125
|
0.99×
|
| pywin32 |
0.388
|
0.385
|
0.99×
|
| pybind11 |
0.086
|
0.087
|
1.01×
|
| pytest |
0.267
|
0.269
|
1.01×
|
| git-revise |
0.056
|
0.056
|
1.01×
|
| strawberry |
0.169
|
0.168
|
0.99×
|
| scikit-build-core |
0.093
|
0.094
|
1.01×
|
| paasta |
0.179
|
0.178
|
0.99×
|
| attrs |
0.091
|
0.091
|
1.01×
|
| downforeveryone |
0.035
|
0.036
|
1.01×
|
| packaging |
0.058
|
0.059
|
1.01×
|
| numpy-stl |
0.172
|
0.173
|
1.01×
|
| alerta |
0.133
|
0.134
|
1.01×
|
| typeshed-stats |
0.107
|
0.107
|
1.00×
|
| dacite |
0.032
|
0.032
|
1.00×
|
| pydantic |
0.411
|
0.413
|
1.00×
|
| dragonchain |
0.100
|
0.099
|
1.00×
|
| rotki |
0.651
|
0.648
|
1.00×
|
| asynq |
0.064
|
0.064
|
1.00×
|
| altair |
0.305
|
0.304
|
1.00×
|
| python-htmlgen |
0.051
|
0.051
|
1.00×
|
| artigraph |
0.086
|
0.086
|
1.00×
|
| websockets |
0.067
|
0.067
|
1.00×
|
| DateType |
0.045
|
0.045
|
1.00×
|
| bandersnatch |
0.077
|
0.077
|
1.00×
|
| cloud-init |
0.404
|
0.405
|
1.00×
|
| imagehash |
0.108
|
0.108
|
1.00×
|
| pytest-robotframework |
0.051
|
0.051
|
1.00×
|
| flake8-pyi |
0.066
|
0.066
|
1.00×
|
| prefect |
0.842
|
0.841
|
1.00×
|
| pyproject-metadata |
0.054
|
0.054
|
1.00×
|