ty timing diff report
Summary Statistics
3
Speedups (factor < 0.9)
5
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pip |
0.555
|
0.644
|
1.16×
|
| materialize |
0.222
|
0.257
|
1.15×
|
| schemathesis |
0.150
|
0.128
|
0.85×
|
| streamlit |
0.171
|
0.148
|
0.86×
|
| rotki |
0.877
|
0.971
|
1.11×
|
| xarray-dataclasses |
0.012
|
0.013
|
1.10×
|
| pyodide |
0.104
|
0.114
|
1.10×
|
| rich |
0.114
|
0.102
|
0.90×
|
| scipy |
9.061
|
8.160
|
0.90×
|
| psycopg |
0.148
|
0.136
|
0.92×
|
| openlibrary |
0.151
|
0.163
|
1.08×
|
| setuptools |
0.426
|
0.459
|
1.08×
|
| pytest |
0.264
|
0.284
|
1.08×
|
| sockeye |
0.102
|
0.094
|
0.92×
|
| mongo-python-driver |
0.159
|
0.147
|
0.93×
|
| django-test-migrations |
0.028
|
0.026
|
0.93×
|
| cwltool |
0.209
|
0.224
|
1.07×
|
| trio |
0.141
|
0.131
|
0.93×
|
| python-htmlgen |
0.043
|
0.040
|
0.93×
|
| kopf |
0.094
|
0.100
|
1.07×
|
| strawberry |
0.095
|
0.102
|
1.07×
|
| twine |
0.062
|
0.066
|
1.07×
|
| schema_salad |
0.174
|
0.185
|
1.06×
|
| parso |
0.073
|
0.077
|
1.06×
|
| itsdangerous |
0.031
|
0.033
|
1.06×
|
| pytest-robotframework |
0.061
|
0.064
|
1.06×
|
| scrapy |
0.193
|
0.204
|
1.06×
|
| jax |
1.745
|
1.845
|
1.06×
|
| beartype |
0.080
|
0.076
|
0.95×
|
| optuna |
0.228
|
0.216
|
0.95×
|
| cki-lib |
0.080
|
0.084
|
1.05×
|
| werkzeug |
0.124
|
0.118
|
0.95×
|
| prefect |
0.515
|
0.490
|
0.95×
|
| ignite |
0.173
|
0.165
|
0.95×
|
| vision |
0.417
|
0.397
|
0.95×
|
| mitmproxy |
0.204
|
0.214
|
1.05×
|
| sympy |
1.742
|
1.822
|
1.05×
|
| mypy |
0.657
|
0.686
|
1.04×
|
| asynq |
0.055
|
0.052
|
0.96×
|
| httpx-caching |
0.061
|
0.063
|
1.04×
|
| dulwich |
0.326
|
0.312
|
0.96×
|
| bokeh |
0.186
|
0.178
|
0.96×
|
| ppb-vector |
0.041
|
0.043
|
1.04×
|
| urllib3 |
0.125
|
0.130
|
1.04×
|
| tornado |
0.141
|
0.147
|
1.04×
|
| zope.interface |
0.101
|
0.097
|
0.96×
|
| bidict |
0.047
|
0.049
|
1.04×
|
| spack |
0.606
|
0.629
|
1.04×
|
| nionutils |
0.078
|
0.081
|
1.04×
|
| scikit-learn |
1.078
|
1.115
|
1.04×
|
| porcupine |
0.079
|
0.082
|
1.03×
|
| black |
0.085
|
0.088
|
1.03×
|
| rclip |
0.066
|
0.064
|
0.97×
|
| yarl |
0.060
|
0.062
|
1.03×
|
| altair |
0.436
|
0.422
|
0.97×
|
| hydra-zen |
0.132
|
0.128
|
0.97×
|
| pandera |
0.371
|
0.359
|
0.97×
|
| paasta |
0.164
|
0.169
|
1.03×
|
| com2ann |
0.067
|
0.068
|
1.03×
|
| poetry |
0.188
|
0.183
|
0.97×
|
| boostedblob |
0.088
|
0.091
|
1.03×
|
| django-stubs |
0.172
|
0.167
|
0.97×
|
| xarray |
0.884
|
0.860
|
0.97×
|
| comtypes |
0.111
|
0.108
|
0.97×
|
| anyio |
0.125
|
0.128
|
1.03×
|
| colour |
1.120
|
1.149
|
1.03×
|
| aiohttp |
0.107
|
0.104
|
0.97×
|
| scikit-build-core |
0.095
|
0.093
|
0.98×
|
| zulip |
0.844
|
0.864
|
1.02×
|
| dragonchain |
0.082
|
0.081
|
0.98×
|
| pandas |
2.392
|
2.445
|
1.02×
|
| flake8 |
0.061
|
0.060
|
0.98×
|
| PyWinCtl |
0.074
|
0.073
|
0.98×
|
| ibis |
0.331
|
0.325
|
0.98×
|
| meson |
0.572
|
0.583
|
1.02×
|
| aiohttp-devtools |
0.079
|
0.080
|
1.02×
|
| dd-trace-py |
0.933
|
0.951
|
1.02×
|
| zipp |
0.054
|
0.053
|
0.98×
|
| pwndbg |
0.301
|
0.295
|
0.98×
|
| hydpy |
0.291
|
0.286
|
0.98×
|
| typeshed-stats |
0.139
|
0.141
|
1.02×
|
| pylint |
0.111
|
0.109
|
0.98×
|
| jinja |
0.232
|
0.236
|
1.02×
|
| apprise |
0.352
|
0.346
|
0.98×
|
| DateType |
0.064
|
0.063
|
0.98×
|
| operator |
0.145
|
0.147
|
1.02×
|
| Expression |
0.061
|
0.062
|
1.02×
|
| starlette |
0.069
|
0.070
|
1.02×
|
| python-chess |
0.170
|
0.167
|
0.98×
|
| isort |
0.069
|
0.070
|
1.02×
|
| AutoSplit |
0.175
|
0.173
|
0.99×
|
| pegen |
0.050
|
0.051
|
1.01×
|
| imagehash |
0.107
|
0.106
|
0.99×
|
| mypy-protobuf |
0.199
|
0.196
|
0.99×
|
| koda-validate |
0.113
|
0.111
|
0.99×
|
| speedrun.com_global_scoreboard_webapp |
0.079
|
0.080
|
1.01×
|
| attrs |
0.087
|
0.088
|
1.01×
|
| Tanjun |
0.150
|
0.148
|
0.99×
|
| pycryptodome |
0.209
|
0.206
|
0.99×
|
| websockets |
0.073
|
0.074
|
1.01×
|
| stone |
0.129
|
0.128
|
0.99×
|
| svcs |
0.051
|
0.052
|
1.01×
|
| pandas-stubs |
1.581
|
1.564
|
0.99×
|
| static-frame |
0.819
|
0.810
|
0.99×
|
| freqtrade |
0.209
|
0.207
|
0.99×
|
| manticore |
1.564
|
1.548
|
0.99×
|
| pylox |
1.039
|
1.029
|
0.99×
|
| python-sop |
0.062
|
0.063
|
1.01×
|
| flake8-pyi |
0.105
|
0.106
|
1.01×
|
| check-jsonschema |
0.052
|
0.052
|
0.99×
|
| PyGithub |
0.202
|
0.200
|
0.99×
|
| bandersnatch |
0.073
|
0.073
|
1.01×
|
| discord.py |
0.441
|
0.444
|
1.01×
|
| pydantic |
46.502
|
46.156
|
0.99×
|
| mkosi |
0.199
|
0.201
|
1.01×
|
| kornia |
0.190
|
0.189
|
0.99×
|
| git-revise |
0.059
|
0.059
|
0.99×
|
| more-itertools |
0.095
|
0.094
|
0.99×
|
| mkdocs |
0.091
|
0.091
|
0.99×
|
| egglog-python |
16.925
|
16.820
|
0.99×
|
| nox |
0.068
|
0.068
|
0.99×
|
| pyinstrument |
0.059
|
0.059
|
1.00×
|
| cloud-init |
0.422
|
0.420
|
1.00×
|
| janus |
0.071
|
0.072
|
1.00×
|
| graphql-core |
0.194
|
0.193
|
1.00×
|
| pyppeteer |
0.088
|
0.087
|
1.00×
|
| downforeveryone |
0.036
|
0.037
|
1.00×
|
| async-utils |
0.054
|
0.054
|
1.00×
|
| antidote |
0.167
|
0.166
|
1.00×
|
| arviz |
0.244
|
0.245
|
1.00×
|
| packaging |
0.054
|
0.054
|
1.00×
|
| aioredis |
0.138
|
0.138
|
1.00×
|
| pywin32 |
0.309
|
0.310
|
1.00×
|
| core |
2.211
|
2.218
|
1.00×
|
| dedupe |
0.107
|
0.106
|
1.00×
|
| alerta |
0.099
|
0.099
|
1.00×
|
| dacite |
0.033
|
0.033
|
1.00×
|
| pybind11 |
0.069
|
0.069
|
1.00×
|
| paroxython |
0.055
|
0.055
|
1.00×
|
| alectryon |
0.035
|
0.036
|
1.00×
|
| artigraph |
0.120
|
0.120
|
1.00×
|
| mypy_primer |
0.071
|
0.071
|
1.00×
|
| sphinx |
0.266
|
0.266
|
1.00×
|
| pyjwt |
0.050
|
0.050
|
1.00×
|
| pyp |
0.078
|
0.078
|
1.00×
|
| aiortc |
0.101
|
0.101
|
1.00×
|