ty timing diff report
Summary Statistics
3
Speedups (factor < 0.9)
3
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pandas |
1.261
|
1.805
|
1.43×
|
| colour |
12.544
|
9.428
|
0.75×
|
| graphql-core |
0.207
|
0.241
|
1.17×
|
| pwndbg |
0.304
|
0.262
|
0.86×
|
| aiohttp |
0.466
|
0.513
|
1.10×
|
| discord.py |
0.289
|
0.260
|
0.90×
|
| kopf |
0.084
|
0.076
|
0.91×
|
| xarray-dataclasses |
0.018
|
0.020
|
1.09×
|
| strawberry |
0.229
|
0.210
|
0.92×
|
| spack |
0.787
|
0.852
|
1.08×
|
| jax |
1.732
|
1.590
|
0.92×
|
| freqtrade |
0.495
|
0.536
|
1.08×
|
| rotki |
0.720
|
0.663
|
0.92×
|
| mongo-python-driver |
0.331
|
0.307
|
0.93×
|
| sympy |
3.678
|
3.930
|
1.07×
|
| asynq |
0.064
|
0.068
|
1.06×
|
| pandera |
0.293
|
0.310
|
1.06×
|
| com2ann |
0.053
|
0.056
|
1.06×
|
| pyodide |
0.128
|
0.136
|
1.06×
|
| yarl |
0.064
|
0.061
|
0.94×
|
| streamlit |
0.205
|
0.194
|
0.94×
|
| anyio |
0.114
|
0.120
|
1.06×
|
| pandas-stubs |
5.437
|
5.735
|
1.05×
|
| mitmproxy |
0.322
|
0.304
|
0.95×
|
| bandersnatch |
0.073
|
0.077
|
1.05×
|
| nionutils |
0.071
|
0.075
|
1.05×
|
| check-jsonschema |
0.042
|
0.044
|
1.05×
|
| pip |
0.443
|
0.420
|
0.95×
|
| pyproject-metadata |
0.048
|
0.050
|
1.05×
|
| optuna |
0.201
|
0.211
|
1.05×
|
| cryptography |
0.229
|
0.240
|
1.05×
|
| artigraph |
0.084
|
0.080
|
0.95×
|
| boostedblob |
0.073
|
0.076
|
1.05×
|
| cwltool |
0.162
|
0.155
|
0.96×
|
| aiortc |
0.101
|
0.097
|
0.96×
|
| alerta |
0.118
|
0.113
|
0.96×
|
| python-htmlgen |
0.048
|
0.050
|
1.04×
|
| altair |
0.316
|
0.302
|
0.96×
|
| beartype |
0.202
|
0.193
|
0.96×
|
| zope.interface |
0.106
|
0.102
|
0.96×
|
| AutoSplit |
0.110
|
0.115
|
1.04×
|
| pyp |
0.063
|
0.060
|
0.96×
|
| pywin32 |
0.490
|
0.509
|
1.04×
|
| dulwich |
0.281
|
0.292
|
1.04×
|
| poetry |
0.209
|
0.201
|
0.96×
|
| bidict |
0.043
|
0.045
|
1.04×
|
| schema_salad |
0.146
|
0.151
|
1.04×
|
| pytest |
0.282
|
0.272
|
0.96×
|
| apprise |
0.320
|
0.331
|
1.04×
|
| egglog-python |
0.240
|
0.232
|
0.96×
|
| black |
0.151
|
0.157
|
1.04×
|
| PyWinCtl |
0.070
|
0.067
|
0.96×
|
| stone |
0.136
|
0.141
|
1.03×
|
| comtypes |
0.146
|
0.141
|
0.97×
|
| PyGithub |
0.263
|
0.255
|
0.97×
|
| hydpy |
0.537
|
0.555
|
1.03×
|
| kornia |
0.206
|
0.199
|
0.97×
|
| packaging |
0.050
|
0.049
|
0.97×
|
| pycryptodome |
0.195
|
0.202
|
1.03×
|
| cloud-init |
0.416
|
0.402
|
0.97×
|
| werkzeug |
0.137
|
0.141
|
1.03×
|
| cibuildwheel |
0.058
|
0.060
|
1.03×
|
| svcs |
0.045
|
0.044
|
0.97×
|
| janus |
0.054
|
0.056
|
1.03×
|
| trio |
0.192
|
0.186
|
0.97×
|
| dd-trace-py |
1.208
|
1.173
|
0.97×
|
| materialize |
0.355
|
0.365
|
1.03×
|
| more-itertools |
0.099
|
0.102
|
1.03×
|
| archinstall |
0.163
|
0.168
|
1.03×
|
| pyppeteer |
0.057
|
0.059
|
1.03×
|
| setuptools |
0.374
|
0.384
|
1.03×
|
| pytest-robotframework |
0.051
|
0.053
|
1.03×
|
| ignite |
0.232
|
0.226
|
0.97×
|
| mypy_primer |
0.060
|
0.061
|
1.03×
|
| scrapy |
0.268
|
0.274
|
1.02×
|
| pyinstrument |
0.048
|
0.047
|
0.98×
|
| ibis |
0.416
|
0.426
|
1.02×
|
| mkosi |
0.173
|
0.169
|
0.98×
|
| itsdangerous |
0.031
|
0.032
|
1.02×
|
| openlibrary |
0.215
|
0.219
|
1.02×
|
| python-sop |
0.052
|
0.051
|
0.98×
|
| scikit-build-core |
0.088
|
0.090
|
1.02×
|
| aioredis |
0.108
|
0.111
|
1.02×
|
| build |
0.048
|
0.049
|
1.02×
|
| cki-lib |
0.080
|
0.078
|
0.98×
|
| parso |
0.482
|
0.492
|
1.02×
|
| Tanjun |
0.126
|
0.129
|
1.02×
|
| hydra-zen |
0.186
|
0.189
|
1.02×
|
| xarray |
0.774
|
0.789
|
1.02×
|
| scipy |
7.475
|
7.330
|
0.98×
|
| attrs |
0.090
|
0.092
|
1.02×
|
| pylox |
0.063
|
0.064
|
1.02×
|
| twine |
0.052
|
0.053
|
1.02×
|
| mkdocs |
0.118
|
0.120
|
1.02×
|
| scikit-learn |
3.305
|
3.251
|
0.98×
|
| mypy-protobuf |
0.096
|
0.098
|
1.02×
|
| scipy-stubs |
0.479
|
0.471
|
0.98×
|
| operator |
0.114
|
0.113
|
0.98×
|
| sockeye |
0.106
|
0.107
|
1.01×
|
| schemathesis |
0.173
|
0.175
|
1.01×
|
| speedrun.com_global_scoreboard_webapp |
0.060
|
0.061
|
1.01×
|
| nox |
0.052
|
0.053
|
1.01×
|
| antidote |
0.092
|
0.094
|
1.01×
|
| zipp |
0.047
|
0.046
|
0.99×
|
| dragonchain |
0.101
|
0.103
|
1.01×
|
| tornado |
0.197
|
0.200
|
1.01×
|
| dedupe |
0.068
|
0.067
|
0.99×
|
| rich |
0.124
|
0.125
|
1.01×
|
| dacite |
0.033
|
0.032
|
0.99×
|
| alectryon |
0.035
|
0.035
|
0.99×
|
| meson |
0.543
|
0.550
|
1.01×
|
| jinja |
0.175
|
0.173
|
0.99×
|
| Expression |
0.079
|
0.080
|
1.01×
|
| pegen |
0.041
|
0.041
|
1.01×
|
| manticore |
1.898
|
1.878
|
0.99×
|
| flake8 |
0.059
|
0.059
|
1.01×
|
| rclip |
0.085
|
0.086
|
1.01×
|
| numpy-stl |
0.314
|
0.317
|
1.01×
|
| python-chess |
0.224
|
0.222
|
0.99×
|
| isort |
1.646
|
1.663
|
1.01×
|
| arviz |
0.092
|
0.092
|
1.01×
|
| websockets |
0.066
|
0.067
|
1.01×
|
| psycopg |
0.243
|
0.245
|
1.01×
|
| paasta |
0.173
|
0.175
|
1.01×
|
| django-test-migrations |
0.030
|
0.030
|
0.99×
|
| zulip |
0.996
|
0.988
|
0.99×
|
| prefect |
0.712
|
0.707
|
0.99×
|
| async-utils |
0.046
|
0.046
|
0.99×
|
| downforeveryone |
0.034
|
0.034
|
0.99×
|
| core |
2.978
|
2.958
|
0.99×
|
| vision |
0.398
|
0.395
|
0.99×
|
| pylint |
0.133
|
0.134
|
1.01×
|
| ppb-vector |
0.038
|
0.038
|
0.99×
|
| typeshed-stats |
0.101
|
0.101
|
0.99×
|
| koda-validate |
0.110
|
0.111
|
1.01×
|
| static-frame |
0.682
|
0.685
|
1.01×
|
| porcupine |
0.096
|
0.095
|
0.99×
|
| bokeh |
0.271
|
0.272
|
1.00×
|
| git-revise |
0.056
|
0.055
|
1.00×
|
| urllib3 |
0.142
|
0.141
|
1.00×
|
| starlette |
0.089
|
0.089
|
1.00×
|
| DateType |
0.059
|
0.060
|
1.00×
|
| aiohttp-devtools |
0.065
|
0.065
|
1.00×
|
| paroxython |
0.046
|
0.046
|
1.00×
|
| imagehash |
0.103
|
0.104
|
1.00×
|
| httpx-caching |
0.048
|
0.048
|
1.00×
|
| sphinx |
0.329
|
0.330
|
1.00×
|
| django-stubs |
0.243
|
0.243
|
1.00×
|
| flake8-pyi |
0.065
|
0.065
|
1.00×
|
| mypy |
1.028
|
1.027
|
1.00×
|
| pydantic |
0.386
|
0.386
|
1.00×
|
| pybind11 |
0.089
|
0.089
|
1.00×
|
| pyjwt |
0.046
|
0.046
|
1.00×
|