ty timing diff report
Summary Statistics
5
Speedups (factor < 0.9)
1
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pandas-stubs |
10.129
|
6.756
|
0.67×
|
| scikit-learn |
1.536
|
1.031
|
0.67×
|
| pip |
0.454
|
0.321
|
0.71×
|
| pwndbg |
0.332
|
0.271
|
0.81×
|
| pandas |
1.613
|
1.336
|
0.83×
|
| apprise |
0.290
|
0.329
|
1.14×
|
| mitmproxy |
0.295
|
0.324
|
1.10×
|
| pywin32 |
0.393
|
0.356
|
0.91×
|
| pandera |
0.779
|
0.706
|
0.91×
|
| pytest-robotframework |
0.057
|
0.051
|
0.91×
|
| aiortc |
0.084
|
0.092
|
1.09×
|
| mongo-python-driver |
0.260
|
0.238
|
0.92×
|
| cryptography |
0.229
|
0.210
|
0.92×
|
| setuptools |
0.268
|
0.290
|
1.08×
|
| alerta |
0.130
|
0.120
|
0.92×
|
| cki-lib |
0.079
|
0.085
|
1.07×
|
| cibuildwheel |
0.058
|
0.062
|
1.07×
|
| flake8-pyi |
0.066
|
0.071
|
1.07×
|
| spack |
0.769
|
0.718
|
0.93×
|
| svcs |
0.044
|
0.047
|
1.07×
|
| nionutils |
0.087
|
0.082
|
0.94×
|
| cwltool |
0.156
|
0.146
|
0.94×
|
| trio |
0.183
|
0.172
|
0.94×
|
| freqtrade |
0.369
|
0.347
|
0.94×
|
| discord.py |
0.299
|
0.281
|
0.94×
|
| porcupine |
0.095
|
0.089
|
0.94×
|
| scikit-build-core |
0.089
|
0.094
|
1.06×
|
| altair |
0.320
|
0.302
|
0.94×
|
| mkdocs |
0.125
|
0.118
|
0.95×
|
| xarray |
0.592
|
0.559
|
0.95×
|
| comtypes |
0.128
|
0.134
|
1.05×
|
| boostedblob |
0.075
|
0.078
|
1.05×
|
| DateType |
0.049
|
0.046
|
0.95×
|
| mypy-protobuf |
0.099
|
0.104
|
1.05×
|
| mypy_primer |
0.062
|
0.065
|
1.05×
|
| sockeye |
0.106
|
0.101
|
0.95×
|
| antidote |
0.100
|
0.105
|
1.05×
|
| jinja |
0.103
|
0.108
|
1.05×
|
| pydantic |
0.497
|
0.475
|
0.96×
|
| rotki |
0.654
|
0.683
|
1.04×
|
| ibis |
0.452
|
0.432
|
0.96×
|
| pegen |
0.042
|
0.040
|
0.96×
|
| pytest |
0.265
|
0.277
|
1.04×
|
| kopf |
0.082
|
0.079
|
0.96×
|
| pycryptodome |
0.203
|
0.211
|
1.04×
|
| kornia |
0.207
|
0.199
|
0.96×
|
| isort |
0.565
|
0.545
|
0.96×
|
| static-frame |
0.667
|
0.643
|
0.96×
|
| rclip |
0.069
|
0.072
|
1.03×
|
| httpx-caching |
0.050
|
0.049
|
0.97×
|
| aiohttp-devtools |
0.067
|
0.065
|
0.97×
|
| pyproject-metadata |
0.053
|
0.051
|
0.97×
|
| zulip |
1.004
|
0.970
|
0.97×
|
| egglog-python |
0.278
|
0.287
|
1.03×
|
| openlibrary |
0.221
|
0.228
|
1.03×
|
| alectryon |
0.037
|
0.039
|
1.03×
|
| numpy-stl |
0.158
|
0.153
|
0.97×
|
| scrapy |
0.276
|
0.285
|
1.03×
|
| jax |
0.752
|
0.776
|
1.03×
|
| stone |
0.122
|
0.126
|
1.03×
|
| PyWinCtl |
0.063
|
0.061
|
0.97×
|
| pyp |
0.062
|
0.060
|
0.97×
|
| pylox |
0.066
|
0.064
|
0.97×
|
| werkzeug |
0.126
|
0.130
|
1.03×
|
| dedupe |
0.070
|
0.072
|
1.03×
|
| anyio |
0.113
|
0.109
|
0.97×
|
| schemathesis |
0.192
|
0.187
|
0.97×
|
| pyppeteer |
0.059
|
0.058
|
0.97×
|
| bidict |
0.045
|
0.044
|
0.97×
|
| com2ann |
0.055
|
0.053
|
0.97×
|
| archinstall |
0.178
|
0.183
|
1.03×
|
| dd-trace-py |
1.215
|
1.247
|
1.03×
|
| paroxython |
0.047
|
0.048
|
1.03×
|
| attrs |
0.097
|
0.094
|
0.97×
|
| bokeh |
0.281
|
0.288
|
1.03×
|
| rich |
0.128
|
0.125
|
0.98×
|
| hydpy |
0.425
|
0.415
|
0.98×
|
| downforeveryone |
0.036
|
0.036
|
0.98×
|
| strawberry |
0.124
|
0.121
|
0.98×
|
| AutoSplit |
0.113
|
0.115
|
1.02×
|
| scipy |
2.491
|
2.548
|
1.02×
|
| websockets |
0.067
|
0.069
|
1.02×
|
| zipp |
0.044
|
0.045
|
1.02×
|
| imagehash |
0.109
|
0.107
|
0.98×
|
| check-jsonschema |
0.046
|
0.045
|
0.98×
|
| hydra-zen |
0.137
|
0.140
|
1.02×
|
| python-chess |
0.136
|
0.134
|
0.98×
|
| Expression |
0.082
|
0.080
|
0.98×
|
| django-test-migrations |
0.031
|
0.030
|
0.98×
|
| Tanjun |
0.134
|
0.137
|
1.02×
|
| ignite |
0.237
|
0.232
|
0.98×
|
| koda-validate |
0.083
|
0.085
|
1.02×
|
| psycopg |
0.236
|
0.232
|
0.98×
|
| asynq |
0.062
|
0.061
|
0.98×
|
| streamlit |
0.200
|
0.196
|
0.98×
|
| dragonchain |
0.099
|
0.101
|
1.02×
|
| starlette |
0.093
|
0.094
|
1.02×
|
| black |
0.111
|
0.113
|
1.02×
|
| optuna |
0.213
|
0.209
|
0.98×
|
| python-sop |
0.055
|
0.056
|
1.02×
|
| vision |
0.354
|
0.348
|
0.98×
|
| more-itertools |
1.306
|
1.327
|
1.02×
|
| operator |
0.124
|
0.126
|
1.02×
|
| build |
0.050
|
0.049
|
0.98×
|
| graphql-core |
0.198
|
0.195
|
0.98×
|
| python-htmlgen |
0.050
|
0.050
|
0.98×
|
| prefect |
0.733
|
0.744
|
1.02×
|
| twine |
0.057
|
0.057
|
1.01×
|
| CPython (Argument Clinic) |
0.063
|
0.062
|
0.99×
|
| arviz |
0.163
|
0.160
|
0.99×
|
| pyinstrument |
0.048
|
0.047
|
0.99×
|
| CPython (peg_generator) |
0.049
|
0.049
|
1.01×
|
| schema_salad |
0.142
|
0.140
|
0.99×
|
| tornado |
0.194
|
0.196
|
1.01×
|
| cloud-init |
0.407
|
0.413
|
1.01×
|
| nox |
0.056
|
0.055
|
0.99×
|
| parso |
0.194
|
0.191
|
0.99×
|
| beartype |
0.135
|
0.137
|
1.01×
|
| ppb-vector |
0.039
|
0.040
|
1.01×
|
| dacite |
0.032
|
0.032
|
1.01×
|
| artigraph |
0.084
|
0.085
|
1.01×
|
| git-revise |
0.056
|
0.055
|
0.99×
|
| manticore |
2.124
|
2.102
|
0.99×
|
| pyjwt |
0.048
|
0.049
|
1.01×
|
| mypy |
1.066
|
1.077
|
1.01×
|
| PyGithub |
0.256
|
0.259
|
1.01×
|
| zope.interface |
0.107
|
0.106
|
0.99×
|
| paasta |
0.182
|
0.184
|
1.01×
|
| flake8 |
0.062
|
0.061
|
0.99×
|
| typeshed-stats |
0.108
|
0.107
|
0.99×
|
| scipy-stubs |
0.543
|
0.539
|
0.99×
|
| pybind11 |
0.090
|
0.090
|
1.01×
|
| yarl |
0.056
|
0.055
|
0.99×
|
| packaging |
0.057
|
0.056
|
0.99×
|
| mkosi |
0.158
|
0.159
|
1.01×
|
| poetry |
0.205
|
0.206
|
1.01×
|
| xarray-dataclasses |
0.215
|
0.213
|
0.99×
|
| pyodide |
0.212
|
0.210
|
0.99×
|
| aiohttp |
0.251
|
0.250
|
0.99×
|
| bandersnatch |
0.074
|
0.074
|
0.99×
|
| colour |
2.130
|
2.143
|
1.01×
|
| pylint |
0.109
|
0.110
|
1.00×
|
| sympy |
1.893
|
1.884
|
1.00×
|
| itsdangerous |
0.034
|
0.033
|
1.00×
|
| meson |
0.525
|
0.527
|
1.00×
|
| urllib3 |
0.139
|
0.138
|
1.00×
|
| materialize |
0.350
|
0.349
|
1.00×
|
| CPython (cases_generator) |
0.066
|
0.065
|
1.00×
|
| aioredis |
0.110
|
0.110
|
1.00×
|
| dulwich |
0.248
|
0.249
|
1.00×
|
| janus |
0.057
|
0.057
|
1.00×
|
| async-utils |
0.061
|
0.060
|
1.00×
|
| speedrun.com_global_scoreboard_webapp |
0.063
|
0.063
|
1.00×
|
| core |
3.026
|
3.030
|
1.00×
|
| django-stubs |
0.278
|
0.278
|
1.00×
|
| sphinx |
0.319
|
0.319
|
1.00×
|