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 |
| cwltool |
0.155
|
0.199
|
1.28×
|
| graphql-core |
0.203
|
0.251
|
1.24×
|
| scikit-learn |
1.930
|
1.479
|
0.77×
|
| xarray |
0.676
|
0.589
|
0.87×
|
| aiohttp |
0.255
|
0.283
|
1.11×
|
| pandas |
1.631
|
1.454
|
0.89×
|
| pip |
0.388
|
0.430
|
1.11×
|
| pytest-robotframework |
0.052
|
0.058
|
1.10×
|
| pandera |
0.697
|
0.764
|
1.10×
|
| pandas-stubs |
7.447
|
8.146
|
1.09×
|
| materialize |
0.343
|
0.373
|
1.09×
|
| bandersnatch |
0.071
|
0.078
|
1.09×
|
| alerta |
0.120
|
0.130
|
1.08×
|
| ppb-vector |
0.038
|
0.041
|
1.08×
|
| pegen |
0.042
|
0.045
|
1.07×
|
| scipy |
2.847
|
2.638
|
0.93×
|
| websockets |
0.065
|
0.070
|
1.07×
|
| comtypes |
0.134
|
0.125
|
0.93×
|
| django-test-migrations |
0.032
|
0.034
|
1.07×
|
| downforeveryone |
0.036
|
0.038
|
1.06×
|
| aioredis |
0.108
|
0.114
|
1.06×
|
| trio |
0.176
|
0.186
|
1.06×
|
| freqtrade |
0.583
|
0.550
|
0.94×
|
| optuna |
0.221
|
0.209
|
0.94×
|
| bokeh |
0.278
|
0.294
|
1.05×
|
| mitmproxy |
0.315
|
0.332
|
1.05×
|
| alectryon |
0.036
|
0.038
|
1.05×
|
| jinja |
0.109
|
0.115
|
1.05×
|
| pyinstrument |
0.046
|
0.049
|
1.05×
|
| sympy |
1.841
|
1.934
|
1.05×
|
| manticore |
2.043
|
2.144
|
1.05×
|
| apprise |
0.290
|
0.276
|
0.95×
|
| yarl |
0.056
|
0.059
|
1.05×
|
| altair |
0.315
|
0.301
|
0.95×
|
| CPython (Argument Clinic) |
0.063
|
0.066
|
1.04×
|
| Tanjun |
0.133
|
0.139
|
1.04×
|
| cloud-init |
0.394
|
0.411
|
1.04×
|
| dragonchain |
0.096
|
0.100
|
1.04×
|
| AutoSplit |
0.121
|
0.116
|
0.96×
|
| starlette |
0.092
|
0.096
|
1.04×
|
| rotki |
0.645
|
0.672
|
1.04×
|
| python-htmlgen |
0.050
|
0.052
|
1.04×
|
| schema_salad |
0.143
|
0.148
|
1.04×
|
| hydra-zen |
0.141
|
0.147
|
1.04×
|
| speedrun.com_global_scoreboard_webapp |
0.061
|
0.064
|
1.04×
|
| pyjwt |
0.048
|
0.050
|
1.04×
|
| dulwich |
0.264
|
0.254
|
0.96×
|
| CPython (cases_generator) |
0.065
|
0.063
|
0.96×
|
| aiortc |
0.084
|
0.087
|
1.04×
|
| PyWinCtl |
0.067
|
0.064
|
0.96×
|
| nionutils |
0.073
|
0.075
|
1.03×
|
| build |
0.051
|
0.053
|
1.03×
|
| black |
0.104
|
0.108
|
1.03×
|
| spack |
0.703
|
0.727
|
1.03×
|
| dacite |
0.032
|
0.033
|
1.03×
|
| imagehash |
0.106
|
0.109
|
1.03×
|
| zulip |
0.963
|
0.934
|
0.97×
|
| prefect |
0.846
|
0.821
|
0.97×
|
| rclip |
0.071
|
0.073
|
1.03×
|
| pydantic |
0.418
|
0.430
|
1.03×
|
| operator |
0.126
|
0.123
|
0.97×
|
| pytest |
0.263
|
0.270
|
1.03×
|
| nox |
0.057
|
0.058
|
1.03×
|
| zope.interface |
0.109
|
0.112
|
1.03×
|
| Expression |
0.080
|
0.078
|
0.97×
|
| pywin32 |
0.403
|
0.392
|
0.97×
|
| paroxython |
0.048
|
0.049
|
1.03×
|
| cki-lib |
0.083
|
0.085
|
1.03×
|
| python-sop |
0.055
|
0.056
|
1.03×
|
| kornia |
0.201
|
0.205
|
1.02×
|
| scikit-build-core |
0.092
|
0.094
|
1.02×
|
| mypy_primer |
0.064
|
0.063
|
0.98×
|
| flake8 |
0.062
|
0.061
|
0.98×
|
| vision |
0.364
|
0.373
|
1.02×
|
| mkdocs |
0.123
|
0.125
|
1.02×
|
| meson |
0.521
|
0.533
|
1.02×
|
| httpx-caching |
0.051
|
0.052
|
1.02×
|
| boostedblob |
0.074
|
0.076
|
1.02×
|
| sphinx |
0.319
|
0.326
|
1.02×
|
| python-chess |
0.132
|
0.134
|
1.02×
|
| hydpy |
0.414
|
0.423
|
1.02×
|
| CPython (peg_generator) |
0.049
|
0.050
|
1.02×
|
| pycryptodome |
0.219
|
0.214
|
0.98×
|
| svcs |
0.047
|
0.046
|
0.98×
|
| ibis |
0.424
|
0.433
|
1.02×
|
| discord.py |
0.280
|
0.275
|
0.98×
|
| numpy-stl |
0.168
|
0.171
|
1.02×
|
| pyp |
0.063
|
0.064
|
1.02×
|
| poetry |
0.203
|
0.199
|
0.98×
|
| com2ann |
0.058
|
0.057
|
0.98×
|
| koda-validate |
0.083
|
0.084
|
1.02×
|
| werkzeug |
0.123
|
0.125
|
1.02×
|
| pyproject-metadata |
0.053
|
0.053
|
0.98×
|
| mkosi |
0.155
|
0.158
|
1.02×
|
| pyppeteer |
0.061
|
0.060
|
0.98×
|
| xarray-dataclasses |
0.216
|
0.220
|
1.02×
|
| pylint |
0.110
|
0.112
|
1.02×
|
| django-stubs |
0.278
|
0.282
|
1.02×
|
| janus |
0.059
|
0.058
|
0.98×
|
| antidote |
0.099
|
0.101
|
1.02×
|
| urllib3 |
0.137
|
0.135
|
0.98×
|
| setuptools |
0.277
|
0.281
|
1.01×
|
| streamlit |
0.203
|
0.206
|
1.01×
|
| static-frame |
0.638
|
0.647
|
1.01×
|
| asynq |
0.064
|
0.063
|
0.99×
|
| openlibrary |
0.224
|
0.227
|
1.01×
|
| attrs |
0.095
|
0.096
|
1.01×
|
| beartype |
0.134
|
0.136
|
1.01×
|
| mypy-protobuf |
0.103
|
0.105
|
1.01×
|
| twine |
0.056
|
0.057
|
1.01×
|
| typeshed-stats |
0.108
|
0.107
|
0.99×
|
| ignite |
0.229
|
0.232
|
1.01×
|
| cibuildwheel |
0.065
|
0.064
|
0.99×
|
| sockeye |
0.105
|
0.104
|
0.99×
|
| zipp |
0.044
|
0.045
|
1.01×
|
| mypy |
1.008
|
1.020
|
1.01×
|
| flake8-pyi |
0.067
|
0.066
|
0.99×
|
| schemathesis |
0.187
|
0.185
|
0.99×
|
| mongo-python-driver |
0.284
|
0.286
|
1.01×
|
| egglog-python |
0.312
|
0.315
|
1.01×
|
| git-revise |
0.056
|
0.056
|
0.99×
|
| stone |
0.142
|
0.141
|
0.99×
|
| porcupine |
0.095
|
0.094
|
0.99×
|
| artigraph |
0.087
|
0.087
|
0.99×
|
| tornado |
0.194
|
0.196
|
1.01×
|
| dedupe |
0.073
|
0.074
|
1.01×
|
| colour |
2.634
|
2.614
|
0.99×
|
| core |
2.965
|
2.987
|
1.01×
|
| packaging |
0.059
|
0.059
|
1.01×
|
| anyio |
0.111
|
0.112
|
1.01×
|
| arviz |
0.162
|
0.163
|
1.01×
|
| dd-trace-py |
1.129
|
1.122
|
0.99×
|
| scrapy |
0.277
|
0.276
|
0.99×
|
| check-jsonschema |
0.044
|
0.044
|
0.99×
|
| archinstall |
0.193
|
0.195
|
1.01×
|
| rich |
0.128
|
0.129
|
1.01×
|
| kopf |
0.082
|
0.081
|
1.00×
|
| itsdangerous |
0.034
|
0.034
|
1.00×
|
| parso |
0.222
|
0.223
|
1.00×
|
| isort |
0.556
|
0.558
|
1.00×
|
| aiohttp-devtools |
0.068
|
0.068
|
1.00×
|
| pyodide |
0.203
|
0.202
|
1.00×
|
| async-utils |
0.053
|
0.053
|
1.00×
|
| jax |
0.740
|
0.742
|
1.00×
|
| paasta |
0.183
|
0.183
|
1.00×
|
| PyGithub |
0.255
|
0.254
|
1.00×
|
| bidict |
0.044
|
0.044
|
1.00×
|
| pybind11 |
0.088
|
0.087
|
1.00×
|
| pwndbg |
0.275
|
0.275
|
1.00×
|
| psycopg |
0.234
|
0.235
|
1.00×
|
| strawberry |
0.177
|
0.177
|
1.00×
|
| more-itertools |
1.330
|
1.328
|
1.00×
|
| DateType |
0.047
|
0.047
|
1.00×
|
| scipy-stubs |
0.517
|
0.517
|
1.00×
|
| cryptography |
0.217
|
0.217
|
1.00×
|
| pylox |
0.064
|
0.064
|
1.00×
|