ty timing diff report
Summary Statistics
5
Speedups (factor < 0.9)
3
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pandas |
1.343
|
1.639
|
1.22×
|
| graphql-core |
0.237
|
0.189
|
0.80×
|
| cwltool |
0.213
|
0.182
|
0.85×
|
| cryptography |
0.210
|
0.236
|
1.13×
|
| pip |
0.309
|
0.347
|
1.12×
|
| xarray |
0.657
|
0.578
|
0.88×
|
| rich |
0.137
|
0.121
|
0.88×
|
| alerta |
0.130
|
0.116
|
0.89×
|
| scikit-learn |
1.631
|
1.481
|
0.91×
|
| altair |
0.359
|
0.392
|
1.09×
|
| dacite |
0.034
|
0.031
|
0.91×
|
| mongo-python-driver |
0.245
|
0.264
|
1.08×
|
| mypy-protobuf |
0.099
|
0.106
|
1.08×
|
| aiohttp |
0.278
|
0.257
|
0.93×
|
| werkzeug |
0.132
|
0.141
|
1.07×
|
| pylox |
0.068
|
0.073
|
1.07×
|
| pytest-robotframework |
0.066
|
0.071
|
1.07×
|
| hydpy |
0.419
|
0.448
|
1.07×
|
| scipy |
2.074
|
1.936
|
0.93×
|
| archinstall |
0.222
|
0.236
|
1.07×
|
| starlette |
0.094
|
0.099
|
1.06×
|
| egglog-python |
0.399
|
0.374
|
0.94×
|
| mitmproxy |
0.331
|
0.310
|
0.94×
|
| optuna |
0.191
|
0.203
|
1.06×
|
| bokeh |
0.265
|
0.281
|
1.06×
|
| trio |
0.174
|
0.184
|
1.06×
|
| flake8 |
0.062
|
0.059
|
0.94×
|
| bandersnatch |
0.081
|
0.085
|
1.05×
|
| setuptools |
0.287
|
0.303
|
1.05×
|
| pwndbg |
0.307
|
0.323
|
1.05×
|
| aioredis |
0.152
|
0.144
|
0.95×
|
| meson |
0.491
|
0.515
|
1.05×
|
| mkosi |
0.154
|
0.162
|
1.05×
|
| kopf |
0.080
|
0.084
|
1.05×
|
| poetry |
0.220
|
0.210
|
0.95×
|
| mypy |
1.009
|
1.053
|
1.04×
|
| pybind11 |
0.090
|
0.094
|
1.04×
|
| AutoSplit |
0.116
|
0.121
|
1.04×
|
| PyWinCtl |
0.084
|
0.080
|
0.96×
|
| vision |
0.394
|
0.378
|
0.96×
|
| downforeveryone |
0.036
|
0.037
|
1.04×
|
| sympy |
2.062
|
1.980
|
0.96×
|
| rclip |
0.070
|
0.072
|
1.04×
|
| isort |
0.605
|
0.629
|
1.04×
|
| antidote |
0.098
|
0.102
|
1.04×
|
| artigraph |
0.084
|
0.088
|
1.04×
|
| CPython (peg_generator) |
0.066
|
0.064
|
0.96×
|
| nox |
0.073
|
0.076
|
1.04×
|
| aiohttp-devtools |
0.068
|
0.065
|
0.96×
|
| materialize |
0.386
|
0.400
|
1.04×
|
| itsdangerous |
0.032
|
0.034
|
1.04×
|
| python-htmlgen |
0.056
|
0.058
|
1.04×
|
| mypy_primer |
0.082
|
0.085
|
1.04×
|
| cki-lib |
0.082
|
0.079
|
0.96×
|
| mkdocs |
0.140
|
0.135
|
0.96×
|
| apprise |
0.292
|
0.302
|
1.03×
|
| yarl |
0.057
|
0.059
|
1.03×
|
| pandera |
0.744
|
0.769
|
1.03×
|
| pandas-stubs |
11.199
|
11.563
|
1.03×
|
| streamlit |
0.204
|
0.211
|
1.03×
|
| svcs |
0.046
|
0.047
|
1.03×
|
| pyodide |
0.201
|
0.195
|
0.97×
|
| static-frame |
0.664
|
0.644
|
0.97×
|
| django-stubs |
0.286
|
0.278
|
0.97×
|
| django-test-migrations |
0.038
|
0.039
|
1.03×
|
| twine |
0.059
|
0.057
|
0.97×
|
| packaging |
0.071
|
0.073
|
1.03×
|
| urllib3 |
0.143
|
0.139
|
0.97×
|
| scipy-stubs |
0.526
|
0.540
|
1.03×
|
| alectryon |
0.046
|
0.045
|
0.97×
|
| pyinstrument |
0.048
|
0.047
|
0.98×
|
| dedupe |
0.071
|
0.069
|
0.98×
|
| pylint |
0.118
|
0.115
|
0.98×
|
| pytest |
0.274
|
0.268
|
0.98×
|
| discord.py |
0.293
|
0.300
|
1.02×
|
| boostedblob |
0.079
|
0.077
|
0.98×
|
| aiortc |
0.085
|
0.087
|
1.02×
|
| comtypes |
0.131
|
0.128
|
0.98×
|
| arviz |
0.213
|
0.218
|
1.02×
|
| python-chess |
0.138
|
0.135
|
0.98×
|
| zipp |
0.059
|
0.060
|
1.02×
|
| spack |
0.742
|
0.727
|
0.98×
|
| cibuildwheel |
0.073
|
0.074
|
1.02×
|
| schemathesis |
0.186
|
0.189
|
1.02×
|
| jinja |
0.120
|
0.123
|
1.02×
|
| manticore |
3.042
|
3.102
|
1.02×
|
| scrapy |
0.271
|
0.276
|
1.02×
|
| scikit-build-core |
0.104
|
0.106
|
1.02×
|
| nionutils |
0.089
|
0.087
|
0.98×
|
| anyio |
0.134
|
0.136
|
1.02×
|
| psycopg |
0.229
|
0.225
|
0.98×
|
| prefect |
0.758
|
0.745
|
0.98×
|
| pyppeteer |
0.056
|
0.055
|
0.98×
|
| websockets |
0.069
|
0.068
|
0.98×
|
| stone |
0.143
|
0.145
|
1.02×
|
| zope.interface |
0.112
|
0.110
|
0.98×
|
| pegen |
0.056
|
0.055
|
0.98×
|
| flake8-pyi |
0.093
|
0.094
|
1.02×
|
| imagehash |
0.110
|
0.108
|
0.98×
|
| core |
2.871
|
2.915
|
1.02×
|
| async-utils |
0.059
|
0.060
|
1.01×
|
| porcupine |
0.095
|
0.094
|
0.99×
|
| check-jsonschema |
0.043
|
0.043
|
0.99×
|
| rotki |
0.661
|
0.653
|
0.99×
|
| speedrun.com_global_scoreboard_webapp |
0.080
|
0.079
|
0.99×
|
| pyjwt |
0.064
|
0.063
|
0.99×
|
| sphinx |
0.326
|
0.330
|
1.01×
|
| zulip |
0.963
|
0.975
|
1.01×
|
| python-sop |
0.054
|
0.055
|
1.01×
|
| more-itertools |
1.308
|
1.292
|
0.99×
|
| attrs |
0.098
|
0.097
|
0.99×
|
| cloud-init |
0.403
|
0.408
|
1.01×
|
| PyGithub |
0.254
|
0.257
|
1.01×
|
| DateType |
0.045
|
0.045
|
0.99×
|
| CPython (Argument Clinic) |
0.082
|
0.081
|
0.99×
|
| strawberry |
0.177
|
0.175
|
0.99×
|
| dulwich |
0.249
|
0.247
|
0.99×
|
| parso |
0.180
|
0.178
|
0.99×
|
| pycryptodome |
0.217
|
0.214
|
0.99×
|
| com2ann |
0.073
|
0.073
|
0.99×
|
| paasta |
0.185
|
0.183
|
0.99×
|
| pydantic |
0.547
|
0.542
|
0.99×
|
| ibis |
0.431
|
0.428
|
0.99×
|
| bidict |
0.054
|
0.054
|
1.01×
|
| Tanjun |
0.133
|
0.134
|
1.01×
|
| asynq |
0.067
|
0.066
|
0.99×
|
| hydra-zen |
0.197
|
0.199
|
1.01×
|
| black |
0.107
|
0.107
|
0.99×
|
| schema_salad |
0.173
|
0.171
|
0.99×
|
| operator |
0.120
|
0.121
|
1.01×
|
| colour |
2.620
|
2.600
|
0.99×
|
| typeshed-stats |
0.142
|
0.143
|
1.01×
|
| numpy-stl |
0.178
|
0.177
|
0.99×
|
| paroxython |
0.063
|
0.062
|
0.99×
|
| sockeye |
0.109
|
0.109
|
1.01×
|
| dragonchain |
0.103
|
0.103
|
0.99×
|
| pyp |
0.084
|
0.084
|
1.01×
|
| koda-validate |
0.082
|
0.082
|
1.01×
|
| pywin32 |
0.399
|
0.401
|
1.00×
|
| beartype |
0.137
|
0.138
|
1.00×
|
| jax |
0.752
|
0.748
|
1.00×
|
| xarray-dataclasses |
0.288
|
0.287
|
1.00×
|
| tornado |
0.196
|
0.195
|
1.00×
|
| kornia |
0.204
|
0.205
|
1.00×
|
| dd-trace-py |
1.094
|
1.098
|
1.00×
|
| freqtrade |
0.922
|
0.925
|
1.00×
|
| git-revise |
0.075
|
0.075
|
1.00×
|
| httpx-caching |
0.064
|
0.064
|
1.00×
|
| janus |
0.072
|
0.072
|
1.00×
|
| ppb-vector |
0.048
|
0.048
|
1.00×
|
| pyproject-metadata |
0.068
|
0.068
|
1.00×
|
| CPython (cases_generator) |
0.064
|
0.064
|
1.00×
|
| openlibrary |
0.225
|
0.225
|
1.00×
|
| ignite |
0.227
|
0.227
|
1.00×
|
| build |
0.063
|
0.063
|
1.00×
|
| Expression |
0.086
|
0.086
|
1.00×
|