ty timing diff report
Summary Statistics
4
Speedups (factor < 0.9)
5
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pip |
0.691
|
0.534
|
0.77×
|
| scipy |
11.420
|
9.030
|
0.79×
|
| streamlit |
0.185
|
0.211
|
1.14×
|
| optuna |
0.230
|
0.261
|
1.13×
|
| colour |
6.747
|
5.995
|
0.89×
|
| asynq |
0.060
|
0.067
|
1.11×
|
| spack |
0.764
|
0.681
|
0.89×
|
| artigraph |
0.118
|
0.131
|
1.11×
|
| sockeye |
0.106
|
0.117
|
1.10×
|
| zipp |
0.051
|
0.056
|
1.10×
|
| rich |
0.134
|
0.147
|
1.09×
|
| pwndbg |
0.317
|
0.345
|
1.09×
|
| cwltool |
0.232
|
0.253
|
1.09×
|
| freqtrade |
0.437
|
0.475
|
1.09×
|
| pandas-stubs |
1.578
|
1.705
|
1.08×
|
| scikit-learn |
2.698
|
2.911
|
1.08×
|
| beartype |
0.094
|
0.100
|
1.07×
|
| arviz |
0.305
|
0.285
|
0.93×
|
| ppb-vector |
0.045
|
0.042
|
0.94×
|
| dedupe |
0.098
|
0.104
|
1.06×
|
| urllib3 |
0.146
|
0.138
|
0.94×
|
| materialize |
0.348
|
0.368
|
1.06×
|
| DateType |
0.059
|
0.062
|
1.06×
|
| pyjwt |
0.054
|
0.057
|
1.06×
|
| zope.interface |
0.120
|
0.127
|
1.06×
|
| PyGithub |
0.296
|
0.312
|
1.06×
|
| aiohttp-devtools |
0.078
|
0.083
|
1.06×
|
| pylint |
0.115
|
0.109
|
0.95×
|
| mypy_primer |
0.074
|
0.078
|
1.05×
|
| schemathesis |
0.166
|
0.175
|
1.05×
|
| twine |
0.063
|
0.066
|
1.05×
|
| manticore |
3.491
|
3.320
|
0.95×
|
| pytest |
0.312
|
0.327
|
1.05×
|
| attrs |
0.092
|
0.097
|
1.05×
|
| apprise |
0.352
|
0.368
|
1.05×
|
| alectryon |
0.036
|
0.037
|
1.05×
|
| ibis |
0.460
|
0.480
|
1.04×
|
| kopf |
0.095
|
0.099
|
1.04×
|
| svcs |
0.052
|
0.054
|
1.04×
|
| pywin32 |
0.362
|
0.378
|
1.04×
|
| schema_salad |
0.195
|
0.187
|
0.96×
|
| openlibrary |
0.215
|
0.224
|
1.04×
|
| paroxython |
0.055
|
0.057
|
1.04×
|
| isort |
0.073
|
0.076
|
1.04×
|
| antidote |
0.264
|
0.253
|
0.96×
|
| python-sop |
0.063
|
0.066
|
1.04×
|
| dacite |
0.031
|
0.033
|
1.04×
|
| werkzeug |
0.154
|
0.149
|
0.96×
|
| aioredis |
0.152
|
0.146
|
0.96×
|
| httpx-caching |
0.061
|
0.063
|
1.04×
|
| bidict |
0.047
|
0.048
|
1.03×
|
| mypy |
0.990
|
1.023
|
1.03×
|
| rotki |
0.952
|
0.920
|
0.97×
|
| mongo-python-driver |
0.220
|
0.213
|
0.97×
|
| cloud-init |
0.473
|
0.457
|
0.97×
|
| pybind11 |
0.099
|
0.095
|
0.97×
|
| comtypes |
0.145
|
0.149
|
1.03×
|
| com2ann |
0.067
|
0.069
|
1.03×
|
| pyppeteer |
0.074
|
0.076
|
1.03×
|
| jinja |
0.245
|
0.237
|
0.97×
|
| scikit-build-core |
0.102
|
0.105
|
1.03×
|
| speedrun.com_global_scoreboard_webapp |
0.082
|
0.085
|
1.03×
|
| PyWinCtl |
0.073
|
0.076
|
1.03×
|
| yarl |
0.062
|
0.064
|
1.03×
|
| packaging |
0.055
|
0.057
|
1.03×
|
| downforeveryone |
0.036
|
0.037
|
1.03×
|
| pandas |
3.247
|
3.341
|
1.03×
|
| tornado |
0.223
|
0.229
|
1.03×
|
| archinstall |
0.268
|
0.275
|
1.03×
|
| strawberry |
0.503
|
0.517
|
1.03×
|
| black |
0.091
|
0.093
|
1.03×
|
| graphql-core |
0.196
|
0.201
|
1.03×
|
| git-revise |
0.067
|
0.069
|
1.03×
|
| jax |
1.841
|
1.791
|
0.97×
|
| pandera |
0.493
|
0.506
|
1.03×
|
| aiohttp |
0.131
|
0.135
|
1.03×
|
| itsdangerous |
0.032
|
0.033
|
1.03×
|
| vision |
0.502
|
0.489
|
0.97×
|
| altair |
0.513
|
0.500
|
0.97×
|
| scipy-stubs |
0.601
|
0.586
|
0.98×
|
| kornia |
0.209
|
0.214
|
1.02×
|
| poetry |
0.229
|
0.224
|
0.98×
|
| paasta |
0.214
|
0.209
|
0.98×
|
| stone |
0.142
|
0.145
|
1.02×
|
| dragonchain |
0.107
|
0.110
|
1.02×
|
| mitmproxy |
0.302
|
0.296
|
0.98×
|
| python-htmlgen |
0.049
|
0.050
|
1.02×
|
| sphinx |
0.361
|
0.369
|
1.02×
|
| mypy-protobuf |
0.081
|
0.082
|
1.02×
|
| porcupine |
0.106
|
0.104
|
0.98×
|
| build |
0.052
|
0.053
|
1.02×
|
| mkdocs |
0.143
|
0.146
|
1.02×
|
| nox |
0.071
|
0.072
|
1.02×
|
| python-chess |
0.175
|
0.172
|
0.98×
|
| check-jsonschema |
0.054
|
0.055
|
1.02×
|
| cibuildwheel |
0.071
|
0.072
|
1.02×
|
| ignite |
0.229
|
0.232
|
1.02×
|
| pyinstrument |
0.059
|
0.060
|
1.02×
|
| psycopg |
0.238
|
0.242
|
1.02×
|
| trio |
0.189
|
0.185
|
0.98×
|
| boostedblob |
0.090
|
0.088
|
0.98×
|
| typeshed-stats |
0.144
|
0.147
|
1.02×
|
| imagehash |
0.148
|
0.150
|
1.02×
|
| zulip |
1.134
|
1.152
|
1.02×
|
| hydpy |
0.654
|
0.665
|
1.02×
|
| setuptools |
0.488
|
0.481
|
0.98×
|
| AutoSplit |
0.172
|
0.175
|
1.02×
|
| pyproject-metadata |
0.061
|
0.062
|
1.02×
|
| egglog-python |
16.828
|
17.081
|
1.02×
|
| pyp |
0.078
|
0.080
|
1.01×
|
| core |
3.044
|
3.000
|
0.99×
|
| django-test-migrations |
0.027
|
0.028
|
1.01×
|
| rclip |
0.108
|
0.109
|
1.01×
|
| janus |
0.070
|
0.071
|
1.01×
|
| nionutils |
0.095
|
0.097
|
1.01×
|
| pyodide |
0.135
|
0.137
|
1.01×
|
| pycryptodome |
0.264
|
0.261
|
0.99×
|
| bokeh |
0.283
|
0.279
|
0.99×
|
| more-itertools |
0.097
|
0.098
|
1.01×
|
| dulwich |
0.290
|
0.293
|
1.01×
|
| meson |
0.700
|
0.692
|
0.99×
|
| websockets |
0.086
|
0.087
|
1.01×
|
| alerta |
0.133
|
0.131
|
0.99×
|
| dd-trace-py |
1.045
|
1.033
|
0.99×
|
| flake8-pyi |
0.100
|
0.101
|
1.01×
|
| Expression |
0.080
|
0.081
|
1.01×
|
| pytest-robotframework |
0.061
|
0.060
|
0.99×
|
| operator |
0.154
|
0.153
|
0.99×
|
| bandersnatch |
0.076
|
0.077
|
1.01×
|
| xarray |
1.749
|
1.767
|
1.01×
|
| sympy |
2.161
|
2.182
|
1.01×
|
| hydra-zen |
0.203
|
0.204
|
1.01×
|
| aiortc |
0.099
|
0.100
|
1.01×
|
| Tanjun |
0.170
|
0.169
|
0.99×
|
| koda-validate |
0.116
|
0.116
|
0.99×
|
| starlette |
0.097
|
0.096
|
1.00×
|
| async-utils |
0.055
|
0.055
|
1.00×
|
| parso |
0.080
|
0.080
|
1.00×
|
| anyio |
0.144
|
0.145
|
1.00×
|
| discord.py |
0.484
|
0.486
|
1.00×
|
| pydantic |
45.637
|
45.491
|
1.00×
|
| xarray-dataclasses |
0.013
|
0.013
|
1.00×
|
| cki-lib |
0.091
|
0.091
|
1.00×
|
| prefect |
0.934
|
0.932
|
1.00×
|
| pylox |
1.049
|
1.048
|
1.00×
|
| flake8 |
0.059
|
0.059
|
1.00×
|
| mkosi |
0.201
|
0.201
|
1.00×
|
| django-stubs |
0.226
|
0.226
|
1.00×
|
| pegen |
0.047
|
0.047
|
1.00×
|
| static-frame |
0.965
|
0.964
|
1.00×
|
| scrapy |
0.289
|
0.289
|
1.00×
|