ty timing diff report
Summary Statistics
2
Speedups (factor < 0.9)
12
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| freqtrade |
0.643
|
1.300
|
2.02×
|
| xarray |
0.585
|
1.118
|
1.91×
|
| pandera |
0.778
|
1.413
|
1.82×
|
| scipy |
2.312
|
4.058
|
1.76×
|
| pandas-stubs |
10.789
|
17.779
|
1.65×
|
| mongo-python-driver |
0.236
|
0.283
|
1.20×
|
| ibis |
0.436
|
0.517
|
1.19×
|
| hydpy |
0.420
|
0.486
|
1.16×
|
| sympy |
2.161
|
1.841
|
0.85×
|
| scipy-stubs |
0.561
|
0.634
|
1.13×
|
| hydra-zen |
0.143
|
0.162
|
1.13×
|
| apprise |
0.340
|
0.301
|
0.89×
|
| pylox |
0.064
|
0.071
|
1.11×
|
| static-frame |
0.659
|
0.728
|
1.10×
|
| numpy-stl |
0.159
|
0.174
|
1.10×
|
| scikit-learn |
2.228
|
2.013
|
0.90×
|
| koda-validate |
0.081
|
0.088
|
1.09×
|
| aioredis |
0.110
|
0.120
|
1.09×
|
| zulip |
1.005
|
0.913
|
0.91×
|
| pytest-robotframework |
0.053
|
0.058
|
1.09×
|
| vision |
0.357
|
0.386
|
1.08×
|
| porcupine |
0.089
|
0.096
|
1.08×
|
| dd-trace-py |
1.246
|
1.150
|
0.92×
|
| ppb-vector |
0.042
|
0.039
|
0.93×
|
| cryptography |
0.243
|
0.225
|
0.93×
|
| bidict |
0.046
|
0.043
|
0.93×
|
| pywin32 |
0.414
|
0.386
|
0.93×
|
| cwltool |
0.153
|
0.163
|
1.07×
|
| imagehash |
0.111
|
0.117
|
1.06×
|
| alerta |
0.126
|
0.133
|
1.06×
|
| itsdangerous |
0.034
|
0.035
|
1.06×
|
| materialize |
0.354
|
0.375
|
1.06×
|
| nionutils |
0.085
|
0.089
|
1.06×
|
| optuna |
0.202
|
0.213
|
1.06×
|
| mypy-protobuf |
0.098
|
0.104
|
1.05×
|
| jax |
0.745
|
0.786
|
1.05×
|
| trio |
0.175
|
0.183
|
1.05×
|
| operator |
0.126
|
0.132
|
1.05×
|
| Expression |
0.082
|
0.086
|
1.05×
|
| pyjwt |
0.050
|
0.047
|
0.95×
|
| pycryptodome |
0.216
|
0.227
|
1.05×
|
| pip |
0.344
|
0.360
|
1.05×
|
| altair |
0.317
|
0.332
|
1.05×
|
| pegen |
0.040
|
0.042
|
1.04×
|
| websockets |
0.064
|
0.067
|
1.04×
|
| django-test-migrations |
0.030
|
0.031
|
1.04×
|
| anyio |
0.110
|
0.115
|
1.04×
|
| meson |
0.532
|
0.511
|
0.96×
|
| pwndbg |
0.243
|
0.233
|
0.96×
|
| CPython (Argument Clinic) |
0.063
|
0.065
|
1.04×
|
| mitmproxy |
0.285
|
0.295
|
1.04×
|
| streamlit |
0.199
|
0.192
|
0.96×
|
| paasta |
0.186
|
0.193
|
1.04×
|
| schema_salad |
0.136
|
0.141
|
1.04×
|
| mypy |
1.018
|
1.054
|
1.04×
|
| aiohttp-devtools |
0.066
|
0.069
|
1.03×
|
| artigraph |
0.087
|
0.090
|
1.03×
|
| com2ann |
0.057
|
0.055
|
0.97×
|
| scikit-build-core |
0.092
|
0.095
|
1.03×
|
| manticore |
2.092
|
2.163
|
1.03×
|
| egglog-python |
0.299
|
0.309
|
1.03×
|
| speedrun.com_global_scoreboard_webapp |
0.065
|
0.067
|
1.03×
|
| CPython (peg_generator) |
0.049
|
0.050
|
1.03×
|
| rich |
0.126
|
0.130
|
1.03×
|
| python-chess |
0.137
|
0.133
|
0.97×
|
| DateType |
0.045
|
0.047
|
1.03×
|
| rclip |
0.071
|
0.073
|
1.03×
|
| discord.py |
0.275
|
0.283
|
1.03×
|
| sockeye |
0.102
|
0.105
|
1.03×
|
| scrapy |
0.273
|
0.266
|
0.97×
|
| more-itertools |
1.381
|
1.343
|
0.97×
|
| PyGithub |
0.266
|
0.259
|
0.97×
|
| bokeh |
0.284
|
0.276
|
0.97×
|
| strawberry |
0.179
|
0.175
|
0.97×
|
| alectryon |
0.036
|
0.037
|
1.02×
|
| zipp |
0.047
|
0.049
|
1.02×
|
| colour |
2.382
|
2.328
|
0.98×
|
| kornia |
0.198
|
0.202
|
1.02×
|
| dacite |
0.031
|
0.032
|
1.02×
|
| python-sop |
0.054
|
0.055
|
1.02×
|
| django-stubs |
0.285
|
0.291
|
1.02×
|
| dulwich |
0.265
|
0.270
|
1.02×
|
| httpx-caching |
0.050
|
0.049
|
0.98×
|
| cki-lib |
0.084
|
0.085
|
1.02×
|
| schemathesis |
0.184
|
0.188
|
1.02×
|
| starlette |
0.093
|
0.095
|
1.02×
|
| cloud-init |
0.394
|
0.402
|
1.02×
|
| mkdocs |
0.122
|
0.124
|
1.02×
|
| pyinstrument |
0.048
|
0.049
|
1.02×
|
| CPython (cases_generator) |
0.064
|
0.063
|
0.98×
|
| check-jsonschema |
0.043
|
0.044
|
1.02×
|
| psycopg |
0.234
|
0.230
|
0.98×
|
| pybind11 |
0.085
|
0.084
|
0.98×
|
| build |
0.053
|
0.054
|
1.02×
|
| dragonchain |
0.100
|
0.102
|
1.02×
|
| comtypes |
0.138
|
0.140
|
1.02×
|
| pylint |
0.111
|
0.113
|
1.02×
|
| attrs |
0.096
|
0.094
|
0.98×
|
| isort |
0.572
|
0.562
|
0.98×
|
| arviz |
0.167
|
0.164
|
0.98×
|
| pandas |
1.381
|
1.404
|
1.02×
|
| downforeveryone |
0.036
|
0.036
|
1.02×
|
| AutoSplit |
0.117
|
0.115
|
0.98×
|
| dedupe |
0.071
|
0.072
|
1.02×
|
| zope.interface |
0.108
|
0.110
|
1.02×
|
| nox |
0.058
|
0.057
|
0.98×
|
| flake8-pyi |
0.070
|
0.071
|
1.02×
|
| jinja |
0.110
|
0.108
|
0.99×
|
| PyWinCtl |
0.063
|
0.063
|
0.99×
|
| werkzeug |
0.121
|
0.123
|
1.01×
|
| ignite |
0.229
|
0.225
|
0.99×
|
| stone |
0.123
|
0.124
|
1.01×
|
| mkosi |
0.158
|
0.160
|
1.01×
|
| typeshed-stats |
0.108
|
0.109
|
1.01×
|
| spack |
0.730
|
0.739
|
1.01×
|
| paroxython |
0.047
|
0.047
|
1.01×
|
| svcs |
0.047
|
0.046
|
0.99×
|
| yarl |
0.059
|
0.060
|
1.01×
|
| python-htmlgen |
0.051
|
0.050
|
0.99×
|
| urllib3 |
0.138
|
0.140
|
1.01×
|
| xarray-dataclasses |
0.218
|
0.220
|
1.01×
|
| pyproject-metadata |
0.054
|
0.054
|
1.01×
|
| bandersnatch |
0.075
|
0.074
|
0.99×
|
| git-revise |
0.056
|
0.056
|
1.01×
|
| aiohttp |
0.270
|
0.267
|
0.99×
|
| black |
0.112
|
0.110
|
0.99×
|
| async-utils |
0.058
|
0.059
|
1.01×
|
| openlibrary |
0.228
|
0.226
|
0.99×
|
| packaging |
0.057
|
0.056
|
0.99×
|
| sphinx |
0.320
|
0.317
|
0.99×
|
| cibuildwheel |
0.062
|
0.062
|
1.01×
|
| graphql-core |
0.265
|
0.262
|
0.99×
|
| core |
2.983
|
2.957
|
0.99×
|
| pyp |
0.065
|
0.065
|
1.01×
|
| tornado |
0.197
|
0.196
|
0.99×
|
| kopf |
0.083
|
0.082
|
0.99×
|
| janus |
0.055
|
0.056
|
1.01×
|
| mypy_primer |
0.065
|
0.066
|
1.01×
|
| setuptools |
0.283
|
0.281
|
0.99×
|
| beartype |
0.154
|
0.153
|
0.99×
|
| rotki |
0.664
|
0.668
|
1.01×
|
| antidote |
0.105
|
0.104
|
0.99×
|
| twine |
0.057
|
0.057
|
1.01×
|
| pyodide |
0.201
|
0.202
|
1.01×
|
| pydantic |
0.415
|
0.418
|
1.01×
|
| asynq |
0.061
|
0.061
|
1.00×
|
| poetry |
0.202
|
0.201
|
1.00×
|
| archinstall |
0.193
|
0.192
|
1.00×
|
| prefect |
0.740
|
0.743
|
1.00×
|
| Tanjun |
0.135
|
0.136
|
1.00×
|
| boostedblob |
0.075
|
0.075
|
1.00×
|
| pyppeteer |
0.056
|
0.056
|
1.00×
|
| parso |
0.208
|
0.207
|
1.00×
|
| aiortc |
0.087
|
0.087
|
1.00×
|
| pytest |
0.274
|
0.274
|
1.00×
|
| flake8 |
0.060
|
0.060
|
1.00×
|