ty timing diff report
Summary Statistics
7
Speedups (factor < 0.9)
10
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| spark |
1.137
|
1.501
|
1.32×
|
| pwndbg |
0.327
|
0.400
|
1.22×
|
| mitmproxy |
0.932
|
0.746
|
0.80×
|
| meson |
0.737
|
0.881
|
1.20×
|
| schemathesis |
0.308
|
0.255
|
0.83×
|
| materialize |
0.392
|
0.327
|
0.83×
|
| freqtrade |
0.438
|
0.368
|
0.84×
|
| vision |
0.410
|
0.473
|
1.15×
|
| porcupine |
0.097
|
0.111
|
1.15×
|
| rotki |
0.605
|
0.684
|
1.13×
|
| sphinx |
0.300
|
0.338
|
1.13×
|
| pip |
0.870
|
0.764
|
0.88×
|
| pycryptodome |
0.246
|
0.275
|
1.12×
|
| beartype |
0.153
|
0.169
|
1.11×
|
| streamlit |
0.233
|
0.207
|
0.89×
|
| scipy |
2.035
|
2.255
|
1.11×
|
| openlibrary |
0.244
|
0.218
|
0.89×
|
| graphql-core |
0.202
|
0.222
|
1.10×
|
| alerta |
0.140
|
0.126
|
0.90×
|
| archinstall |
0.223
|
0.204
|
0.92×
|
| paasta |
0.219
|
0.237
|
1.08×
|
| zulip |
0.881
|
0.954
|
1.08×
|
| ibis |
0.483
|
0.522
|
1.08×
|
| dragonchain |
0.104
|
0.112
|
1.07×
|
| spack |
0.713
|
0.765
|
1.07×
|
| scikit-learn |
0.901
|
0.964
|
1.07×
|
| sympy |
2.630
|
2.800
|
1.06×
|
| mypy_primer |
0.104
|
0.098
|
0.94×
|
| pybind11 |
0.106
|
0.099
|
0.94×
|
| mypy |
1.051
|
1.114
|
1.06×
|
| scipy-stubs |
0.609
|
0.645
|
1.06×
|
| strawberry |
0.132
|
0.125
|
0.94×
|
| svcs |
0.067
|
0.063
|
0.94×
|
| werkzeug |
0.149
|
0.141
|
0.94×
|
| colour |
6.949
|
6.560
|
0.94×
|
| artigraph |
0.121
|
0.128
|
1.06×
|
| poetry |
0.218
|
0.206
|
0.95×
|
| pyinstrument |
0.066
|
0.070
|
1.05×
|
| egglog-python |
0.704
|
0.669
|
0.95×
|
| django-test-migrations |
0.040
|
0.038
|
0.95×
|
| speedrun.com_global_scoreboard_webapp |
0.092
|
0.087
|
0.95×
|
| rclip |
0.092
|
0.088
|
0.95×
|
| pywin32 |
0.375
|
0.393
|
1.05×
|
| pandas |
1.567
|
1.640
|
1.05×
|
| flake8 |
0.070
|
0.073
|
1.05×
|
| jinja |
0.136
|
0.142
|
1.05×
|
| pytest-robotframework |
0.077
|
0.074
|
0.95×
|
| hydpy |
0.467
|
0.488
|
1.05×
|
| operator |
0.186
|
0.178
|
0.95×
|
| dacite |
0.043
|
0.045
|
1.05×
|
| mypy-protobuf |
0.144
|
0.150
|
1.04×
|
| ignite |
0.227
|
0.237
|
1.04×
|
| PyGithub |
0.309
|
0.321
|
1.04×
|
| bandersnatch |
0.083
|
0.086
|
1.04×
|
| psycopg |
0.230
|
0.239
|
1.04×
|
| bokeh |
0.306
|
0.318
|
1.04×
|
| cibuildwheel |
0.086
|
0.083
|
0.96×
|
| dd-trace-py |
1.307
|
1.359
|
1.04×
|
| pyodide |
0.288
|
0.299
|
1.04×
|
| CPython (peg_generator) |
0.072
|
0.069
|
0.96×
|
| dulwich |
0.356
|
0.342
|
0.96×
|
| ppb-vector |
0.052
|
0.050
|
0.96×
|
| asynq |
0.076
|
0.079
|
1.04×
|
| pytest-autoprofile |
0.110
|
0.106
|
0.96×
|
| core |
3.022
|
3.127
|
1.03×
|
| setuptools |
0.581
|
0.561
|
0.97×
|
| schema_salad |
0.293
|
0.284
|
0.97×
|
| cki-lib |
0.097
|
0.093
|
0.97×
|
| boostedblob |
0.109
|
0.113
|
1.03×
|
| urllib3 |
0.167
|
0.161
|
0.97×
|
| aiohttp-devtools |
0.094
|
0.097
|
1.03×
|
| starlette |
0.114
|
0.111
|
0.97×
|
| zope.interface |
0.141
|
0.137
|
0.97×
|
| twine |
0.074
|
0.077
|
1.03×
|
| pylox |
0.092
|
0.090
|
0.97×
|
| yarl |
0.076
|
0.078
|
1.03×
|
| pyjwt |
0.069
|
0.070
|
1.03×
|
| websockets |
0.096
|
0.098
|
1.03×
|
| jax |
0.749
|
0.769
|
1.03×
|
| httpx-caching |
0.071
|
0.069
|
0.98×
|
| rich |
0.133
|
0.136
|
1.02×
|
| pylint |
0.138
|
0.135
|
0.98×
|
| cryptography |
0.314
|
0.306
|
0.98×
|
| AutoSplit |
0.153
|
0.157
|
1.02×
|
| itsdangerous |
0.045
|
0.046
|
1.02×
|
| PyWinCtl |
0.088
|
0.091
|
1.02×
|
| comtypes |
0.150
|
0.147
|
0.98×
|
| optuna |
0.313
|
0.320
|
1.02×
|
| koda-validate |
0.118
|
0.121
|
1.02×
|
| tornado |
0.227
|
0.232
|
1.02×
|
| xarray |
0.758
|
0.774
|
1.02×
|
| sockeye |
0.129
|
0.126
|
0.98×
|
| CPython (cases_generator) |
0.102
|
0.104
|
1.02×
|
| cloud-init |
0.604
|
0.617
|
1.02×
|
| DateType |
0.062
|
0.060
|
0.98×
|
| discord.py |
0.327
|
0.333
|
1.02×
|
| downforeveryone |
0.046
|
0.047
|
1.02×
|
| dedupe |
0.118
|
0.121
|
1.02×
|
| com2ann |
0.086
|
0.088
|
1.02×
|
| build |
0.075
|
0.076
|
1.02×
|
| cwltool |
0.194
|
0.198
|
1.02×
|
| bidict |
0.068
|
0.067
|
0.98×
|
| isort |
0.250
|
0.246
|
0.98×
|
| mkdocs |
0.155
|
0.153
|
0.98×
|
| zipp |
0.065
|
0.066
|
1.02×
|
| python-chess |
0.203
|
0.207
|
1.02×
|
| alectryon |
0.050
|
0.049
|
0.99×
|
| git-revise |
0.078
|
0.080
|
1.01×
|
| hydra-zen |
0.718
|
0.708
|
0.99×
|
| python-sop |
0.087
|
0.088
|
1.01×
|
| mongo-python-driver |
0.633
|
0.624
|
0.99×
|
| arviz |
0.230
|
0.227
|
0.99×
|
| janus |
0.080
|
0.081
|
1.01×
|
| anyio |
0.164
|
0.166
|
1.01×
|
| xarray-dataclasses |
0.315
|
0.311
|
0.99×
|
| pydantic |
1.070
|
1.058
|
0.99×
|
| CPython (Argument Clinic) |
0.099
|
0.100
|
1.01×
|
| black |
0.159
|
0.157
|
0.99×
|
| ecosystem-analyzer |
0.117
|
0.118
|
1.01×
|
| docstring-adder |
0.167
|
0.165
|
0.99×
|
| packaging |
0.080
|
0.079
|
0.99×
|
| django-modern-rest |
0.124
|
0.123
|
0.99×
|
| apprise |
0.882
|
0.874
|
0.99×
|
| attrs |
0.139
|
0.138
|
0.99×
|
| pandera |
1.199
|
1.189
|
0.99×
|
| aiortc |
0.115
|
0.114
|
0.99×
|
| aiohttp |
0.267
|
0.269
|
1.01×
|
| static-frame |
0.913
|
0.920
|
1.01×
|
| more-itertools |
0.221
|
0.219
|
0.99×
|
| typeshed-stats |
0.160
|
0.159
|
0.99×
|
| aioredis |
0.245
|
0.243
|
0.99×
|
| async-utils |
0.079
|
0.079
|
0.99×
|
| Expression |
0.103
|
0.102
|
0.99×
|
| nox |
0.079
|
0.079
|
0.99×
|
| pegen |
0.055
|
0.054
|
0.99×
|
| prefect |
1.397
|
1.389
|
0.99×
|
| kopf |
0.096
|
0.096
|
0.99×
|
| steam.py |
0.291
|
0.289
|
0.99×
|
| pytest |
0.282
|
0.281
|
1.00×
|
| kornia |
0.216
|
0.215
|
1.00×
|
| flake8-pyi |
0.113
|
0.113
|
1.00×
|
| altair |
0.337
|
0.335
|
1.00×
|
| pyppeteer |
0.087
|
0.086
|
1.00×
|
| django-stubs |
0.295
|
0.294
|
1.00×
|
| numpy-stl |
0.252
|
0.253
|
1.00×
|
| mkosi |
0.262
|
0.262
|
1.00×
|
| antidote |
0.177
|
0.177
|
1.00×
|
| imagehash |
0.158
|
0.159
|
1.00×
|
| trio |
0.242
|
0.242
|
1.00×
|
| scrapy |
0.279
|
0.278
|
1.00×
|
| scikit-build-core |
0.106
|
0.105
|
1.00×
|
| check-jsonschema |
0.063
|
0.063
|
1.00×
|
| nionutils |
0.169
|
0.169
|
1.00×
|
| pyproject-metadata |
0.079
|
0.079
|
1.00×
|
| Tanjun |
0.173
|
0.173
|
1.00×
|
| paroxython |
0.072
|
0.072
|
1.00×
|
| manticore |
4.233
|
4.237
|
1.00×
|
| pandas-stubs |
3.199
|
3.196
|
1.00×
|
| python-htmlgen |
0.057
|
0.057
|
1.00×
|
| stone |
0.156
|
0.156
|
1.00×
|
| parso |
0.192
|
0.192
|
1.00×
|
| pyp |
0.097
|
0.097
|
1.00×
|