ty timing diff report
Summary Statistics
7
Speedups (factor < 0.9)
13
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| jax |
1.433
|
1.874
|
1.31×
|
| schemathesis |
0.127
|
0.164
|
1.28×
|
| scikit-build-core |
0.085
|
0.100
|
1.17×
|
| scikit-learn |
1.000
|
1.172
|
1.17×
|
| mitmproxy |
0.238
|
0.199
|
0.84×
|
| pandera |
0.433
|
0.364
|
0.84×
|
| parso |
0.074
|
0.085
|
1.16×
|
| spack |
0.722
|
0.617
|
0.85×
|
| porcupine |
0.077
|
0.087
|
1.13×
|
| openlibrary |
0.167
|
0.187
|
1.12×
|
| apprise |
0.370
|
0.416
|
1.12×
|
| graphql-core |
0.196
|
0.221
|
1.12×
|
| twine |
0.063
|
0.070
|
1.12×
|
| strawberry |
0.121
|
0.107
|
0.88×
|
| optuna |
0.224
|
0.249
|
1.11×
|
| pywin32 |
0.326
|
0.292
|
0.89×
|
| stone |
0.128
|
0.142
|
1.10×
|
| beartype |
0.083
|
0.091
|
1.10×
|
| ignite |
0.188
|
0.168
|
0.90×
|
| cloud-init |
0.442
|
0.397
|
0.90×
|
| werkzeug |
0.125
|
0.113
|
0.91×
|
| schema_salad |
0.200
|
0.181
|
0.91×
|
| meson |
0.678
|
0.616
|
0.91×
|
| yarl |
0.062
|
0.067
|
1.09×
|
| pip |
0.612
|
0.667
|
1.09×
|
| sphinx |
0.304
|
0.330
|
1.09×
|
| trio |
0.139
|
0.151
|
1.08×
|
| imagehash |
0.107
|
0.115
|
1.08×
|
| httpx-caching |
0.068
|
0.063
|
0.92×
|
| psycopg |
0.163
|
0.150
|
0.92×
|
| attrs |
0.085
|
0.092
|
1.08×
|
| xarray-dataclasses |
0.013
|
0.014
|
1.08×
|
| mkdocs |
0.096
|
0.103
|
1.08×
|
| kornia |
0.188
|
0.202
|
1.08×
|
| pyodide |
0.097
|
0.104
|
1.08×
|
| python-htmlgen |
0.043
|
0.040
|
0.93×
|
| ibis |
0.341
|
0.316
|
0.93×
|
| sympy |
1.798
|
1.929
|
1.07×
|
| zulip |
0.886
|
0.821
|
0.93×
|
| pwndbg |
0.308
|
0.330
|
1.07×
|
| hydpy |
0.307
|
0.328
|
1.07×
|
| downforeveryone |
0.039
|
0.037
|
0.93×
|
| static-frame |
0.917
|
0.857
|
0.93×
|
| alectryon |
0.037
|
0.039
|
1.06×
|
| pytest |
0.298
|
0.317
|
1.06×
|
| pytest-robotframework |
0.061
|
0.065
|
1.06×
|
| arviz |
0.248
|
0.232
|
0.94×
|
| zope.interface |
0.116
|
0.108
|
0.94×
|
| freqtrade |
0.229
|
0.215
|
0.94×
|
| comtypes |
0.099
|
0.104
|
1.06×
|
| rclip |
0.062
|
0.066
|
1.06×
|
| AutoSplit |
0.175
|
0.185
|
1.06×
|
| antidote |
0.164
|
0.173
|
1.06×
|
| com2ann |
0.074
|
0.070
|
0.94×
|
| kopf |
0.098
|
0.103
|
1.06×
|
| dedupe |
0.102
|
0.107
|
1.05×
|
| git-revise |
0.069
|
0.065
|
0.95×
|
| cki-lib |
0.081
|
0.086
|
1.05×
|
| isort |
0.073
|
0.077
|
1.05×
|
| bandersnatch |
0.078
|
0.074
|
0.95×
|
| streamlit |
0.155
|
0.163
|
1.05×
|
| colour |
1.220
|
1.157
|
0.95×
|
| paasta |
0.179
|
0.188
|
1.05×
|
| django-test-migrations |
0.025
|
0.026
|
1.05×
|
| rich |
0.124
|
0.118
|
0.95×
|
| speedrun.com_global_scoreboard_webapp |
0.080
|
0.083
|
1.05×
|
| scipy |
8.865
|
9.286
|
1.05×
|
| poetry |
0.204
|
0.195
|
0.95×
|
| django-stubs |
0.184
|
0.176
|
0.95×
|
| pyinstrument |
0.060
|
0.063
|
1.05×
|
| scrapy |
0.230
|
0.219
|
0.96×
|
| svcs |
0.051
|
0.053
|
1.04×
|
| rotki |
0.951
|
0.910
|
0.96×
|
| nionutils |
0.084
|
0.088
|
1.04×
|
| black |
0.083
|
0.087
|
1.04×
|
| cwltool |
0.216
|
0.225
|
1.04×
|
| setuptools |
0.426
|
0.444
|
1.04×
|
| nox |
0.082
|
0.079
|
0.96×
|
| bidict |
0.049
|
0.047
|
0.96×
|
| aiohttp |
0.114
|
0.118
|
1.04×
|
| artigraph |
0.127
|
0.122
|
0.96×
|
| flake8 |
0.063
|
0.065
|
1.04×
|
| pyppeteer |
0.089
|
0.092
|
1.04×
|
| dulwich |
0.316
|
0.327
|
1.04×
|
| pegen |
0.051
|
0.050
|
0.96×
|
| hydra-zen |
0.129
|
0.133
|
1.04×
|
| asynq |
0.058
|
0.056
|
0.96×
|
| ppb-vector |
0.042
|
0.043
|
1.04×
|
| pandas |
2.462
|
2.551
|
1.04×
|
| aioredis |
0.156
|
0.161
|
1.03×
|
| boostedblob |
0.085
|
0.088
|
1.03×
|
| python-sop |
0.060
|
0.062
|
1.03×
|
| check-jsonschema |
0.052
|
0.053
|
1.03×
|
| jinja |
0.242
|
0.249
|
1.03×
|
| sockeye |
0.106
|
0.102
|
0.97×
|
| python-chess |
0.178
|
0.183
|
1.03×
|
| mkosi |
0.204
|
0.198
|
0.97×
|
| pybind11 |
0.074
|
0.076
|
1.03×
|
| mongo-python-driver |
0.168
|
0.164
|
0.97×
|
| Expression |
0.064
|
0.065
|
1.03×
|
| dragonchain |
0.094
|
0.092
|
0.98×
|
| pyp |
0.080
|
0.082
|
1.02×
|
| mypy |
0.722
|
0.740
|
1.02×
|
| PyGithub |
0.219
|
0.224
|
1.02×
|
| itsdangerous |
0.035
|
0.034
|
0.98×
|
| altair |
0.423
|
0.413
|
0.98×
|
| bokeh |
0.192
|
0.196
|
1.02×
|
| aiohttp-devtools |
0.081
|
0.079
|
0.98×
|
| DateType |
0.063
|
0.064
|
1.02×
|
| starlette |
0.079
|
0.078
|
0.98×
|
| dacite |
0.032
|
0.033
|
1.02×
|
| paroxython |
0.052
|
0.053
|
1.02×
|
| vision |
0.454
|
0.445
|
0.98×
|
| pandas-stubs |
1.598
|
1.629
|
1.02×
|
| packaging |
0.058
|
0.057
|
0.98×
|
| alerta |
0.111
|
0.109
|
0.98×
|
| xarray |
0.847
|
0.832
|
0.98×
|
| dd-trace-py |
0.969
|
0.953
|
0.98×
|
| pylint |
0.113
|
0.115
|
1.02×
|
| core |
2.323
|
2.359
|
1.02×
|
| pydantic |
47.792
|
48.530
|
1.02×
|
| flake8-pyi |
0.101
|
0.102
|
1.01×
|
| koda-validate |
0.114
|
0.112
|
0.99×
|
| typeshed-stats |
0.137
|
0.139
|
1.01×
|
| mypy-protobuf |
0.201
|
0.199
|
0.99×
|
| PyWinCtl |
0.078
|
0.079
|
1.01×
|
| more-itertools |
0.094
|
0.095
|
1.01×
|
| pyjwt |
0.054
|
0.054
|
1.01×
|
| materialize |
0.254
|
0.251
|
0.99×
|
| pylox |
1.043
|
1.052
|
1.01×
|
| urllib3 |
0.131
|
0.130
|
0.99×
|
| manticore |
3.401
|
3.430
|
1.01×
|
| prefect |
0.550
|
0.546
|
0.99×
|
| anyio |
0.136
|
0.137
|
1.01×
|
| Tanjun |
0.154
|
0.155
|
1.01×
|
| egglog-python |
16.925
|
17.027
|
1.01×
|
| operator |
0.152
|
0.153
|
1.01×
|
| aiortc |
0.102
|
0.102
|
1.00×
|
| zipp |
0.053
|
0.053
|
1.00×
|
| janus |
0.073
|
0.073
|
1.00×
|
| tornado |
0.167
|
0.167
|
1.00×
|
| mypy_primer |
0.070
|
0.070
|
1.00×
|
| async-utils |
0.054
|
0.055
|
1.00×
|
| pycryptodome |
0.234
|
0.234
|
1.00×
|
| discord.py |
0.458
|
0.458
|
1.00×
|
| websockets |
0.084
|
0.084
|
1.00×
|