ty timing diff report
Summary Statistics
7
Speedups (factor < 0.9)
6
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| graphql-core |
0.209
|
0.255
|
1.22×
|
| rotki |
0.591
|
0.715
|
1.21×
|
| cloud-init |
0.673
|
0.538
|
0.80×
|
| spark |
1.428
|
1.148
|
0.80×
|
| ibis |
0.554
|
0.463
|
0.84×
|
| mitmproxy |
0.893
|
0.748
|
0.84×
|
| scikit-learn |
1.050
|
0.896
|
0.85×
|
| xarray |
0.637
|
0.715
|
1.12×
|
| bokeh |
0.303
|
0.340
|
1.12×
|
| pandas |
1.454
|
1.283
|
0.88×
|
| werkzeug |
0.152
|
0.135
|
0.89×
|
| jax |
0.654
|
0.727
|
1.11×
|
| pandas-stubs |
3.365
|
3.738
|
1.11×
|
| hydpy |
0.516
|
0.467
|
0.90×
|
| optuna |
0.341
|
0.309
|
0.91×
|
| openlibrary |
0.247
|
0.225
|
0.91×
|
| beartype |
0.154
|
0.167
|
1.09×
|
| mongo-python-driver |
0.554
|
0.599
|
1.08×
|
| discord.py |
0.333
|
0.306
|
0.92×
|
| downforeveryone |
0.044
|
0.047
|
1.07×
|
| zulip |
1.067
|
0.998
|
0.94×
|
| core |
2.889
|
3.063
|
1.06×
|
| sockeye |
0.120
|
0.127
|
1.06×
|
| sphinx |
0.333
|
0.353
|
1.06×
|
| artigraph |
0.106
|
0.100
|
0.94×
|
| paasta |
0.222
|
0.209
|
0.94×
|
| meson |
0.867
|
0.822
|
0.95×
|
| pytest-robotframework |
0.075
|
0.071
|
0.95×
|
| kopf |
0.090
|
0.095
|
1.05×
|
| ppb-vector |
0.052
|
0.049
|
0.95×
|
| archinstall |
0.212
|
0.221
|
1.05×
|
| aiortc |
0.118
|
0.112
|
0.95×
|
| pytest |
0.291
|
0.278
|
0.96×
|
| mypy_primer |
0.093
|
0.097
|
1.04×
|
| urllib3 |
0.161
|
0.168
|
1.04×
|
| zipp |
0.063
|
0.066
|
1.04×
|
| apprise |
0.867
|
0.831
|
0.96×
|
| svcs |
0.068
|
0.065
|
0.96×
|
| django-test-migrations |
0.038
|
0.039
|
1.04×
|
| pycryptodome |
0.277
|
0.266
|
0.96×
|
| static-frame |
0.836
|
0.869
|
1.04×
|
| packaging |
0.076
|
0.079
|
1.04×
|
| egglog-python |
0.506
|
0.486
|
0.96×
|
| operator |
0.177
|
0.184
|
1.04×
|
| pywin32 |
0.383
|
0.398
|
1.04×
|
| django-stubs |
0.293
|
0.282
|
0.96×
|
| cryptography |
0.298
|
0.309
|
1.04×
|
| poetry |
0.234
|
0.225
|
0.96×
|
| streamlit |
0.203
|
0.210
|
1.04×
|
| steam.py |
0.291
|
0.281
|
0.97×
|
| python-htmlgen |
0.061
|
0.059
|
0.97×
|
| trio |
0.212
|
0.205
|
0.97×
|
| aiohttp-devtools |
0.094
|
0.097
|
1.03×
|
| psycopg |
0.233
|
0.240
|
1.03×
|
| black |
0.158
|
0.162
|
1.03×
|
| anyio |
0.162
|
0.166
|
1.03×
|
| yarl |
0.061
|
0.059
|
0.97×
|
| check-jsonschema |
0.057
|
0.059
|
1.03×
|
| pyppeteer |
0.087
|
0.089
|
1.03×
|
| python-sop |
0.083
|
0.085
|
1.03×
|
| starlette |
0.100
|
0.103
|
1.03×
|
| prefect |
1.390
|
1.428
|
1.03×
|
| mypy-protobuf |
0.144
|
0.148
|
1.03×
|
| pyjwt |
0.069
|
0.071
|
1.03×
|
| schema_salad |
0.277
|
0.284
|
1.03×
|
| schemathesis |
0.264
|
0.271
|
1.03×
|
| rclip |
0.092
|
0.089
|
0.97×
|
| spack |
0.735
|
0.754
|
1.03×
|
| itsdangerous |
0.044
|
0.045
|
1.03×
|
| setuptools |
0.581
|
0.567
|
0.98×
|
| strawberry |
0.122
|
0.125
|
1.02×
|
| CPython (Argument Clinic) |
0.095
|
0.098
|
1.02×
|
| scikit-build-core |
0.107
|
0.104
|
0.98×
|
| dd-trace-py |
1.328
|
1.360
|
1.02×
|
| numpy-stl |
0.177
|
0.181
|
1.02×
|
| paroxython |
0.069
|
0.068
|
0.98×
|
| arviz |
0.222
|
0.227
|
1.02×
|
| alectryon |
0.039
|
0.039
|
0.98×
|
| async-utils |
0.079
|
0.081
|
1.02×
|
| isort |
0.249
|
0.255
|
1.02×
|
| build |
0.075
|
0.074
|
0.98×
|
| Tanjun |
0.150
|
0.153
|
1.02×
|
| nionutils |
0.170
|
0.174
|
1.02×
|
| ignite |
0.245
|
0.250
|
1.02×
|
| mypy |
1.018
|
0.998
|
0.98×
|
| bidict |
0.061
|
0.062
|
1.02×
|
| twine |
0.059
|
0.058
|
0.98×
|
| pylox |
0.088
|
0.086
|
0.98×
|
| tornado |
0.219
|
0.223
|
1.02×
|
| pyodide |
0.245
|
0.249
|
1.02×
|
| nox |
0.061
|
0.062
|
1.02×
|
| AutoSplit |
0.158
|
0.155
|
0.98×
|
| pwndbg |
0.392
|
0.385
|
0.98×
|
| manticore |
4.127
|
4.197
|
1.02×
|
| speedrun.com_global_scoreboard_webapp |
0.088
|
0.087
|
0.98×
|
| python-chess |
0.162
|
0.160
|
0.98×
|
| flake8-pyi |
0.116
|
0.118
|
1.02×
|
| jinja |
0.121
|
0.119
|
0.98×
|
| more-itertools |
0.158
|
0.161
|
1.02×
|
| pyproject-metadata |
0.080
|
0.081
|
1.01×
|
| dragonchain |
0.103
|
0.105
|
1.01×
|
| porcupine |
0.099
|
0.097
|
0.99×
|
| pandera |
1.165
|
1.179
|
1.01×
|
| dacite |
0.045
|
0.045
|
0.99×
|
| aiohttp |
0.268
|
0.265
|
0.99×
|
| httpx-caching |
0.068
|
0.068
|
1.01×
|
| sympy |
2.903
|
2.870
|
0.99×
|
| colour |
6.926
|
7.004
|
1.01×
|
| typeshed-stats |
0.159
|
0.161
|
1.01×
|
| stone |
0.159
|
0.157
|
0.99×
|
| aioredis |
0.240
|
0.238
|
0.99×
|
| zope.interface |
0.132
|
0.131
|
0.99×
|
| bandersnatch |
0.074
|
0.074
|
0.99×
|
| scrapy |
0.270
|
0.273
|
1.01×
|
| DateType |
0.060
|
0.059
|
0.99×
|
| pegen |
0.045
|
0.045
|
1.01×
|
| django-modern-rest |
0.123
|
0.124
|
1.01×
|
| hydra-zen |
0.534
|
0.538
|
1.01×
|
| attrs |
0.139
|
0.140
|
1.01×
|
| cwltool |
0.188
|
0.187
|
0.99×
|
| alerta |
0.133
|
0.132
|
0.99×
|
| cki-lib |
0.084
|
0.085
|
1.01×
|
| mkosi |
0.263
|
0.264
|
1.01×
|
| PyGithub |
0.314
|
0.312
|
0.99×
|
| scipy-stubs |
0.592
|
0.596
|
1.01×
|
| pydantic |
1.068
|
1.061
|
0.99×
|
| materialize |
0.389
|
0.391
|
1.01×
|
| CPython (cases_generator) |
0.078
|
0.078
|
0.99×
|
| com2ann |
0.086
|
0.087
|
1.01×
|
| pytest-autoprofile |
0.110
|
0.110
|
1.01×
|
| imagehash |
0.158
|
0.159
|
1.01×
|
| dedupe |
0.093
|
0.093
|
1.01×
|
| janus |
0.082
|
0.082
|
0.99×
|
| asynq |
0.075
|
0.074
|
0.99×
|
| pip |
0.838
|
0.843
|
1.01×
|
| dulwich |
0.338
|
0.339
|
1.00×
|
| pyp |
0.072
|
0.072
|
1.00×
|
| vision |
0.387
|
0.389
|
1.00×
|
| parso |
0.150
|
0.150
|
1.00×
|
| docstring-adder |
0.165
|
0.165
|
1.00×
|
| koda-validate |
0.124
|
0.124
|
1.00×
|
| xarray-dataclasses |
0.306
|
0.305
|
1.00×
|
| flake8 |
0.063
|
0.064
|
1.00×
|
| git-revise |
0.079
|
0.079
|
1.00×
|
| scipy |
2.076
|
2.069
|
1.00×
|
| pybind11 |
0.104
|
0.104
|
1.00×
|
| PyWinCtl |
0.091
|
0.090
|
1.00×
|
| mkdocs |
0.155
|
0.154
|
1.00×
|
| boostedblob |
0.084
|
0.084
|
1.00×
|
| ecosystem-analyzer |
0.117
|
0.118
|
1.00×
|
| Expression |
0.100
|
0.100
|
1.00×
|
| kornia |
0.208
|
0.209
|
1.00×
|
| rich |
0.131
|
0.131
|
1.00×
|
| antidote |
0.169
|
0.168
|
1.00×
|
| CPython (peg_generator) |
0.070
|
0.070
|
1.00×
|
| pylint |
0.133
|
0.133
|
1.00×
|
| websockets |
0.094
|
0.094
|
1.00×
|
| pyinstrument |
0.052
|
0.052
|
1.00×
|
| freqtrade |
0.385
|
0.385
|
1.00×
|
| cibuildwheel |
0.084
|
0.084
|
1.00×
|
| altair |
0.339
|
0.339
|
1.00×
|
| comtypes |
0.163
|
0.163
|
1.00×
|