ty timing diff report
Summary Statistics
5
Speedups (factor < 0.9)
6
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| scikit-learn |
0.826
|
0.639
|
0.77×
|
| arviz |
0.207
|
0.170
|
0.83×
|
| spack |
0.560
|
0.467
|
0.83×
|
| xarray-dataclasses |
0.012
|
0.014
|
1.16×
|
| pydantic |
0.113
|
0.130
|
1.15×
|
| graphql-core |
0.134
|
0.118
|
0.88×
|
| sockeye |
0.075
|
0.084
|
1.12×
|
| cki-lib |
0.072
|
0.080
|
1.11×
|
| rotki |
0.605
|
0.538
|
0.89×
|
| starlette |
0.055
|
0.061
|
1.11×
|
| anyio |
0.091
|
0.100
|
1.10×
|
| pyodide |
0.084
|
0.092
|
1.09×
|
| rich |
0.092
|
0.084
|
0.91×
|
| svcs |
0.047
|
0.052
|
1.09×
|
| schema_salad |
0.118
|
0.129
|
1.09×
|
| pybind11 |
0.067
|
0.061
|
0.91×
|
| alectryon |
0.033
|
0.036
|
1.09×
|
| comtypes |
0.074
|
0.080
|
1.09×
|
| schemathesis |
0.283
|
0.258
|
0.91×
|
| artigraph |
0.090
|
0.097
|
1.08×
|
| itsdangerous |
0.031
|
0.033
|
1.08×
|
| scikit-build-core |
0.085
|
0.091
|
1.07×
|
| pytest |
0.188
|
0.200
|
1.07×
|
| Expression |
0.055
|
0.058
|
1.06×
|
| mypy |
0.602
|
0.563
|
0.94×
|
| strawberry |
0.086
|
0.080
|
0.94×
|
| django-test-migrations |
0.024
|
0.026
|
1.06×
|
| koda-validate |
0.127
|
0.119
|
0.94×
|
| apprise |
0.309
|
0.290
|
0.94×
|
| aiohttp-devtools |
0.061
|
0.064
|
1.06×
|
| more-itertools |
0.076
|
0.072
|
0.94×
|
| pywin32 |
0.266
|
0.281
|
1.05×
|
| materialize |
0.210
|
0.221
|
1.05×
|
| meson |
0.388
|
0.409
|
1.05×
|
| Tanjun |
0.115
|
0.121
|
1.05×
|
| mongo-python-driver |
0.137
|
0.130
|
0.95×
|
| git-revise |
0.054
|
0.051
|
0.95×
|
| tornado |
0.104
|
0.099
|
0.95×
|
| dulwich |
0.181
|
0.190
|
1.05×
|
| alerta |
0.081
|
0.084
|
1.05×
|
| bandersnatch |
0.057
|
0.054
|
0.95×
|
| colour |
0.753
|
0.719
|
0.96×
|
| paroxython |
0.046
|
0.048
|
1.04×
|
| pyppeteer |
0.054
|
0.056
|
1.04×
|
| antidote |
0.130
|
0.136
|
1.04×
|
| zulip |
0.578
|
0.553
|
0.96×
|
| kopf |
0.078
|
0.075
|
0.96×
|
| aiortc |
0.081
|
0.084
|
1.04×
|
| openlibrary |
0.140
|
0.145
|
1.04×
|
| black |
0.077
|
0.080
|
1.04×
|
| django-stubs |
0.148
|
0.154
|
1.04×
|
| jax |
0.558
|
0.580
|
1.04×
|
| dedupe |
0.074
|
0.077
|
1.04×
|
| pandera |
0.181
|
0.175
|
0.96×
|
| nionutils |
0.050
|
0.052
|
1.03×
|
| typeshed-stats |
0.116
|
0.120
|
1.03×
|
| rclip |
0.057
|
0.055
|
0.97×
|
| operator |
0.099
|
0.102
|
1.03×
|
| pandas |
1.489
|
1.440
|
0.97×
|
| dragonchain |
0.082
|
0.079
|
0.97×
|
| AutoSplit |
0.148
|
0.153
|
1.03×
|
| bidict |
0.040
|
0.039
|
0.97×
|
| yarl |
0.054
|
0.055
|
1.03×
|
| check-jsonschema |
0.047
|
0.048
|
1.03×
|
| xarray |
0.472
|
0.486
|
1.03×
|
| aioredis |
0.104
|
0.107
|
1.03×
|
| beartype |
0.063
|
0.062
|
0.97×
|
| async-utils |
0.052
|
0.054
|
1.03×
|
| twine |
0.061
|
0.059
|
0.97×
|
| bokeh |
0.147
|
0.151
|
1.03×
|
| dacite |
0.030
|
0.030
|
0.98×
|
| PyWinCtl |
0.064
|
0.063
|
0.98×
|
| speedrun.com_global_scoreboard_webapp |
0.072
|
0.073
|
1.02×
|
| pandas-stubs |
1.047
|
1.071
|
1.02×
|
| httpx-caching |
0.061
|
0.062
|
1.02×
|
| nox |
0.063
|
0.065
|
1.02×
|
| pip |
0.773
|
0.791
|
1.02×
|
| attrs |
0.082
|
0.084
|
1.02×
|
| mypy-protobuf |
0.048
|
0.049
|
1.02×
|
| janus |
0.060
|
0.061
|
1.02×
|
| python-htmlgen |
0.036
|
0.036
|
0.98×
|
| mkosi |
0.164
|
0.167
|
1.02×
|
| isort |
0.062
|
0.063
|
1.02×
|
| flake8-pyi |
0.084
|
0.086
|
1.02×
|
| porcupine |
0.080
|
0.082
|
1.02×
|
| zipp |
0.050
|
0.049
|
0.98×
|
| stone |
0.074
|
0.075
|
1.02×
|
| optuna |
0.195
|
0.198
|
1.02×
|
| poetry |
0.159
|
0.161
|
1.02×
|
| parso |
0.045
|
0.046
|
1.02×
|
| boostedblob |
0.085
|
0.083
|
0.98×
|
| python-chess |
0.108
|
0.110
|
1.02×
|
| trio |
0.117
|
0.119
|
1.02×
|
| kornia |
0.141
|
0.139
|
0.98×
|
| mypy_primer |
0.065
|
0.066
|
1.02×
|
| cwltool |
0.186
|
0.183
|
0.98×
|
| pylint |
0.086
|
0.087
|
1.02×
|
| imagehash |
0.099
|
0.097
|
0.98×
|
| sphinx |
0.222
|
0.218
|
0.98×
|
| hydra-zen |
0.114
|
0.112
|
0.98×
|
| aiohttp |
0.081
|
0.080
|
0.98×
|
| mitmproxy |
0.199
|
0.202
|
1.02×
|
| egglog-python |
0.663
|
0.653
|
0.98×
|
| DateType |
0.048
|
0.047
|
0.98×
|
| ignite |
0.150
|
0.148
|
0.98×
|
| scrapy |
0.176
|
0.173
|
0.98×
|
| discord.py |
0.208
|
0.211
|
1.01×
|
| prefect |
0.493
|
0.486
|
0.99×
|
| pycryptodome |
0.119
|
0.117
|
0.99×
|
| sympy |
1.304
|
1.287
|
0.99×
|
| ibis |
0.277
|
0.273
|
0.99×
|
| streamlit |
0.132
|
0.130
|
0.99×
|
| pyp |
0.071
|
0.072
|
1.01×
|
| pwndbg |
0.260
|
0.263
|
1.01×
|
| pegen |
0.042
|
0.042
|
0.99×
|
| ppb-vector |
0.041
|
0.041
|
1.01×
|
| dd-trace-py |
0.663
|
0.670
|
1.01×
|
| PyGithub |
0.151
|
0.152
|
1.01×
|
| downforeveryone |
0.036
|
0.036
|
0.99×
|
| mkdocs |
0.080
|
0.081
|
1.01×
|
| psycopg |
0.133
|
0.132
|
0.99×
|
| core |
1.839
|
1.823
|
0.99×
|
| paasta |
0.144
|
0.143
|
0.99×
|
| pyinstrument |
0.058
|
0.059
|
1.01×
|
| pyjwt |
0.041
|
0.042
|
1.01×
|
| asynq |
0.057
|
0.057
|
1.01×
|
| hydpy |
0.256
|
0.258
|
1.01×
|
| jinja |
0.310
|
0.307
|
0.99×
|
| pylox |
0.306
|
0.308
|
1.01×
|
| altair |
0.238
|
0.237
|
0.99×
|
| urllib3 |
0.101
|
0.101
|
0.99×
|
| websockets |
0.069
|
0.069
|
1.01×
|
| freqtrade |
0.170
|
0.169
|
0.99×
|
| python-sop |
0.056
|
0.057
|
1.01×
|
| flake8 |
0.059
|
0.059
|
1.00×
|
| com2ann |
0.057
|
0.057
|
1.00×
|
| werkzeug |
0.092
|
0.092
|
1.00×
|
| vision |
0.319
|
0.320
|
1.00×
|
| setuptools |
0.315
|
0.316
|
1.00×
|
| pytest-robotframework |
0.055
|
0.055
|
1.00×
|
| static-frame |
0.482
|
0.481
|
1.00×
|
| scipy |
3.724
|
3.730
|
1.00×
|
| packaging |
0.051
|
0.051
|
1.00×
|
| cloud-init |
0.364
|
0.363
|
1.00×
|
| manticore |
1.345
|
1.344
|
1.00×
|
| zope.interface |
0.072
|
0.072
|
1.00×
|