ty timing diff report
Summary Statistics
7
Speedups (factor < 0.9)
12
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| cryptography |
0.305
|
0.236
|
0.77×
|
| pandas-stubs |
14.018
|
11.192
|
0.80×
|
| mitmproxy |
0.474
|
0.403
|
0.85×
|
| freqtrade |
0.511
|
0.439
|
0.86×
|
| pybind11 |
0.090
|
0.102
|
1.14×
|
| cwltool |
0.165
|
0.188
|
1.14×
|
| pandas |
1.424
|
1.232
|
0.86×
|
| alerta |
0.165
|
0.187
|
1.13×
|
| werkzeug |
0.140
|
0.159
|
1.13×
|
| vision |
0.358
|
0.403
|
1.13×
|
| paroxython |
0.060
|
0.067
|
1.12×
|
| materialize |
0.358
|
0.400
|
1.12×
|
| mypy_primer |
0.089
|
0.079
|
0.89×
|
| mongo-python-driver |
0.233
|
0.260
|
1.11×
|
| pywin32 |
0.402
|
0.447
|
1.11×
|
| arviz |
0.252
|
0.224
|
0.89×
|
| beartype |
0.176
|
0.195
|
1.11×
|
| aiortc |
0.105
|
0.116
|
1.10×
|
| nox |
0.074
|
0.082
|
1.10×
|
| black |
0.141
|
0.155
|
1.10×
|
| CPython (cases_generator) |
0.094
|
0.084
|
0.90×
|
| setuptools |
0.440
|
0.398
|
0.90×
|
| PyGithub |
0.284
|
0.311
|
1.09×
|
| dragonchain |
0.123
|
0.112
|
0.91×
|
| svcs |
0.061
|
0.066
|
1.09×
|
| psycopg |
0.237
|
0.259
|
1.09×
|
| itsdangerous |
0.043
|
0.047
|
1.09×
|
| graphql-core |
0.197
|
0.214
|
1.08×
|
| ibis |
0.604
|
0.553
|
0.92×
|
| pyjwt |
0.076
|
0.082
|
1.08×
|
| zipp |
0.068
|
0.074
|
1.08×
|
| porcupine |
0.120
|
0.110
|
0.92×
|
| rclip |
0.098
|
0.090
|
0.92×
|
| pandera |
1.032
|
1.117
|
1.08×
|
| pytest |
0.279
|
0.302
|
1.08×
|
| alectryon |
0.049
|
0.045
|
0.92×
|
| dd-trace-py |
1.285
|
1.385
|
1.08×
|
| speedrun.com_global_scoreboard_webapp |
0.083
|
0.090
|
1.08×
|
| strawberry |
0.126
|
0.136
|
1.08×
|
| schemathesis |
0.245
|
0.264
|
1.08×
|
| zulip |
1.076
|
0.995
|
0.92×
|
| discord.py |
0.263
|
0.282
|
1.07×
|
| ignite |
0.258
|
0.276
|
1.07×
|
| kopf |
0.089
|
0.083
|
0.93×
|
| janus |
0.082
|
0.077
|
0.93×
|
| mypy |
1.166
|
1.243
|
1.07×
|
| sympy |
2.847
|
2.657
|
0.93×
|
| pyodide |
0.303
|
0.283
|
0.93×
|
| comtypes |
0.139
|
0.148
|
1.06×
|
| nionutils |
0.144
|
0.153
|
1.06×
|
| CPython (Argument Clinic) |
0.088
|
0.083
|
0.94×
|
| flake8 |
0.065
|
0.069
|
1.06×
|
| artigraph |
0.112
|
0.118
|
1.06×
|
| bokeh |
0.331
|
0.312
|
0.94×
|
| websockets |
0.080
|
0.085
|
1.06×
|
| attrs |
0.123
|
0.116
|
0.94×
|
| mkdocs |
0.137
|
0.129
|
0.94×
|
| dacite |
0.040
|
0.042
|
1.06×
|
| openlibrary |
0.225
|
0.237
|
1.06×
|
| urllib3 |
0.178
|
0.168
|
0.95×
|
| altair |
0.365
|
0.385
|
1.05×
|
| trio |
0.255
|
0.242
|
0.95×
|
| meson |
0.667
|
0.632
|
0.95×
|
| aiohttp-devtools |
0.091
|
0.095
|
1.05×
|
| streamlit |
0.231
|
0.243
|
1.05×
|
| PyWinCtl |
0.087
|
0.083
|
0.95×
|
| apprise |
0.295
|
0.309
|
1.05×
|
| downforeveryone |
0.046
|
0.049
|
1.05×
|
| cibuildwheel |
0.084
|
0.088
|
1.05×
|
| python-htmlgen |
0.071
|
0.068
|
0.95×
|
| scipy-stubs |
0.555
|
0.530
|
0.95×
|
| typeshed-stats |
0.153
|
0.160
|
1.04×
|
| paasta |
0.201
|
0.210
|
1.04×
|
| asynq |
0.069
|
0.066
|
0.96×
|
| mypy-protobuf |
0.168
|
0.175
|
1.04×
|
| rich |
0.130
|
0.135
|
1.04×
|
| yarl |
0.074
|
0.077
|
1.04×
|
| schema_salad |
0.277
|
0.266
|
0.96×
|
| prefect |
0.790
|
0.820
|
1.04×
|
| numpy-stl |
0.236
|
0.245
|
1.04×
|
| pyproject-metadata |
0.069
|
0.071
|
1.04×
|
| httpx-caching |
0.073
|
0.071
|
0.97×
|
| hydpy |
0.441
|
0.457
|
1.03×
|
| anyio |
0.150
|
0.155
|
1.03×
|
| koda-validate |
0.108
|
0.112
|
1.03×
|
| com2ann |
0.088
|
0.085
|
0.97×
|
| more-itertools |
0.144
|
0.139
|
0.97×
|
| pyp |
0.088
|
0.085
|
0.97×
|
| python-sop |
0.075
|
0.077
|
1.03×
|
| zope.interface |
0.126
|
0.122
|
0.97×
|
| pegen |
0.056
|
0.054
|
0.97×
|
| xarray-dataclasses |
0.289
|
0.298
|
1.03×
|
| isort |
0.200
|
0.194
|
0.97×
|
| jax |
0.914
|
0.940
|
1.03×
|
| operator |
0.181
|
0.176
|
0.97×
|
| pwndbg |
0.378
|
0.367
|
0.97×
|
| pylox |
0.084
|
0.082
|
0.97×
|
| cki-lib |
0.094
|
0.096
|
1.03×
|
| build |
0.078
|
0.080
|
1.03×
|
| scikit-build-core |
0.128
|
0.131
|
1.03×
|
| dedupe |
0.115
|
0.112
|
0.97×
|
| xarray |
0.568
|
0.553
|
0.97×
|
| jinja |
0.119
|
0.122
|
1.03×
|
| async-utils |
0.083
|
0.085
|
1.02×
|
| antidote |
0.119
|
0.116
|
0.98×
|
| pip |
0.342
|
0.334
|
0.98×
|
| check-jsonschema |
0.062
|
0.063
|
1.02×
|
| sockeye |
0.108
|
0.111
|
1.02×
|
| flake8-pyi |
0.105
|
0.108
|
1.02×
|
| pycryptodome |
0.240
|
0.246
|
1.02×
|
| bandersnatch |
0.088
|
0.087
|
0.98×
|
| CPython (peg_generator) |
0.067
|
0.069
|
1.02×
|
| django-test-migrations |
0.047
|
0.048
|
1.02×
|
| poetry |
0.218
|
0.214
|
0.98×
|
| rotki |
0.666
|
0.680
|
1.02×
|
| AutoSplit |
0.168
|
0.171
|
1.02×
|
| colour |
1.596
|
1.627
|
1.02×
|
| git-revise |
0.072
|
0.073
|
1.02×
|
| packaging |
0.073
|
0.072
|
0.98×
|
| aioredis |
0.159
|
0.162
|
1.02×
|
| pylint |
0.127
|
0.129
|
1.02×
|
| ppb-vector |
0.049
|
0.049
|
1.02×
|
| pyppeteer |
0.091
|
0.093
|
1.01×
|
| manticore |
3.463
|
3.514
|
1.01×
|
| optuna |
0.332
|
0.327
|
0.99×
|
| python-chess |
0.175
|
0.177
|
1.01×
|
| static-frame |
0.845
|
0.835
|
0.99×
|
| spack |
0.715
|
0.724
|
1.01×
|
| scikit-learn |
1.125
|
1.139
|
1.01×
|
| boostedblob |
0.108
|
0.109
|
1.01×
|
| scipy |
2.281
|
2.255
|
0.99×
|
| stone |
0.168
|
0.167
|
0.99×
|
| kornia |
0.202
|
0.204
|
1.01×
|
| scrapy |
0.266
|
0.269
|
1.01×
|
| bidict |
0.057
|
0.058
|
1.01×
|
| hydra-zen |
0.168
|
0.169
|
1.01×
|
| imagehash |
0.163
|
0.162
|
0.99×
|
| tornado |
0.211
|
0.210
|
0.99×
|
| mkosi |
0.223
|
0.225
|
1.01×
|
| dulwich |
0.275
|
0.278
|
1.01×
|
| egglog-python |
0.397
|
0.394
|
0.99×
|
| pydantic |
0.500
|
0.504
|
1.01×
|
| archinstall |
0.217
|
0.218
|
1.01×
|
| core |
3.727
|
3.752
|
1.01×
|
| pytest-robotframework |
0.073
|
0.073
|
1.01×
|
| twine |
0.075
|
0.075
|
1.01×
|
| django-stubs |
0.344
|
0.342
|
0.99×
|
| Expression |
0.088
|
0.088
|
1.00×
|
| starlette |
0.102
|
0.102
|
1.00×
|
| sphinx |
0.347
|
0.348
|
1.00×
|
| parso |
0.200
|
0.199
|
1.00×
|
| DateType |
0.067
|
0.067
|
1.00×
|
| cloud-init |
0.482
|
0.481
|
1.00×
|
| Tanjun |
0.160
|
0.160
|
1.00×
|
| aiohttp |
0.260
|
0.259
|
1.00×
|
| pyinstrument |
0.067
|
0.067
|
1.00×
|