ty timing diff report
Summary Statistics
4
Speedups (factor < 0.9)
5
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| spark |
0.659
|
0.806
|
1.22×
|
| pandas |
1.322
|
1.112
|
0.84×
|
| jax |
0.723
|
0.629
|
0.87×
|
| optuna |
0.156
|
0.173
|
1.11×
|
| apprise |
0.324
|
0.361
|
1.11×
|
| pwndbg |
0.188
|
0.209
|
1.11×
|
| porcupine |
0.054
|
0.059
|
1.11×
|
| starlette |
0.080
|
0.071
|
0.89×
|
| scikit-learn |
0.641
|
0.577
|
0.90×
|
| pylox |
0.051
|
0.056
|
1.10×
|
| cwltool |
0.121
|
0.110
|
0.91×
|
| aiohttp |
0.182
|
0.199
|
1.09×
|
| openlibrary |
0.175
|
0.190
|
1.09×
|
| streamlit |
0.205
|
0.188
|
0.92×
|
| koda-validate |
0.051
|
0.047
|
0.92×
|
| bokeh |
0.249
|
0.228
|
0.92×
|
| discord.py |
0.204
|
0.188
|
0.92×
|
| xarray |
0.572
|
0.529
|
0.93×
|
| zipp |
0.039
|
0.042
|
1.07×
|
| django-modern-rest |
0.083
|
0.089
|
1.07×
|
| bandersnatch |
0.067
|
0.063
|
0.93×
|
| check-jsonschema |
0.041
|
0.043
|
1.07×
|
| setuptools |
0.239
|
0.223
|
0.93×
|
| pandera |
0.269
|
0.287
|
1.07×
|
| scipy-stubs |
1.010
|
0.945
|
0.94×
|
| hydra-zen |
0.124
|
0.116
|
0.94×
|
| pyppeteer |
0.051
|
0.054
|
1.06×
|
| DateType |
0.044
|
0.042
|
0.94×
|
| trio |
0.152
|
0.161
|
1.06×
|
| prefect |
0.572
|
0.538
|
0.94×
|
| freqtrade |
0.168
|
0.159
|
0.94×
|
| tornado |
0.120
|
0.113
|
0.95×
|
| meson |
0.365
|
0.384
|
1.05×
|
| pyp |
0.060
|
0.063
|
1.05×
|
| mongo-python-driver |
0.161
|
0.153
|
0.95×
|
| AutoSplit |
0.106
|
0.100
|
0.95×
|
| anyio |
0.088
|
0.092
|
1.05×
|
| schemathesis |
0.203
|
0.213
|
1.05×
|
| jinja |
0.083
|
0.087
|
1.05×
|
| pyproject-metadata |
0.056
|
0.058
|
1.05×
|
| PyGithub |
0.136
|
0.142
|
1.05×
|
| CPython (Argument Clinic) |
0.060
|
0.057
|
0.96×
|
| pywin32 |
0.350
|
0.366
|
1.04×
|
| parso |
0.079
|
0.076
|
0.96×
|
| Tanjun |
0.107
|
0.111
|
1.04×
|
| pydantic |
0.317
|
0.330
|
1.04×
|
| scipy |
1.568
|
1.505
|
0.96×
|
| pybind11 |
0.058
|
0.056
|
0.96×
|
| paroxython |
0.039
|
0.040
|
1.04×
|
| asynq |
0.045
|
0.046
|
1.04×
|
| zulip |
0.674
|
0.650
|
0.96×
|
| nox |
0.050
|
0.051
|
1.04×
|
| mkosi |
0.129
|
0.125
|
0.96×
|
| cryptography |
0.181
|
0.175
|
0.96×
|
| werkzeug |
0.089
|
0.093
|
1.04×
|
| aiortc |
0.070
|
0.068
|
0.97×
|
| typeshed-stats |
0.095
|
0.098
|
1.03×
|
| strawberry |
0.091
|
0.088
|
0.97×
|
| ibis |
0.472
|
0.455
|
0.97×
|
| pegen |
0.041
|
0.042
|
1.03×
|
| CPython (cases_generator) |
0.060
|
0.062
|
1.03×
|
| django-stubs |
0.153
|
0.148
|
0.97×
|
| svcs |
0.045
|
0.047
|
1.03×
|
| yarl |
0.056
|
0.058
|
1.03×
|
| packaging |
0.048
|
0.049
|
1.03×
|
| beartype |
0.081
|
0.083
|
1.03×
|
| CPython (peg_generator) |
0.042
|
0.044
|
1.03×
|
| colour |
0.904
|
0.876
|
0.97×
|
| cibuildwheel |
0.055
|
0.053
|
0.97×
|
| materialize |
0.281
|
0.290
|
1.03×
|
| spack |
0.617
|
0.599
|
0.97×
|
| schema_salad |
0.149
|
0.153
|
1.03×
|
| cloud-init |
0.309
|
0.317
|
1.03×
|
| sockeye |
0.082
|
0.084
|
1.03×
|
| imagehash |
0.099
|
0.102
|
1.03×
|
| pyjwt |
0.045
|
0.046
|
1.03×
|
| boostedblob |
0.071
|
0.069
|
0.97×
|
| zope.interface |
0.075
|
0.073
|
0.97×
|
| urllib3 |
0.100
|
0.097
|
0.97×
|
| isort |
0.108
|
0.111
|
1.03×
|
| psycopg |
0.149
|
0.145
|
0.97×
|
| pytest-robotframework |
0.076
|
0.075
|
0.97×
|
| operator |
0.104
|
0.101
|
0.98×
|
| more-itertools |
0.103
|
0.105
|
1.02×
|
| vision |
0.274
|
0.280
|
1.02×
|
| pytest |
0.182
|
0.186
|
1.02×
|
| bidict |
0.042
|
0.043
|
1.02×
|
| pyinstrument |
0.045
|
0.046
|
1.02×
|
| ppb-vector |
0.035
|
0.036
|
1.02×
|
| pandas-stubs |
0.353
|
0.361
|
1.02×
|
| attrs |
0.078
|
0.080
|
1.02×
|
| itsdangerous |
0.032
|
0.031
|
0.98×
|
| pycryptodome |
0.139
|
0.136
|
0.98×
|
| python-chess |
0.126
|
0.128
|
1.02×
|
| downforeveryone |
0.037
|
0.038
|
1.02×
|
| mypy-protobuf |
0.090
|
0.092
|
1.02×
|
| cki-lib |
0.062
|
0.063
|
1.02×
|
| kopf |
0.064
|
0.062
|
0.98×
|
| nionutils |
0.067
|
0.066
|
0.98×
|
| kornia |
0.157
|
0.160
|
1.02×
|
| ignite |
0.190
|
0.186
|
0.98×
|
| arviz |
0.143
|
0.140
|
0.98×
|
| manticore |
1.037
|
1.055
|
1.02×
|
| egglog-python |
0.463
|
0.456
|
0.98×
|
| PyWinCtl |
0.056
|
0.057
|
1.02×
|
| django-test-migrations |
0.038
|
0.037
|
0.98×
|
| alectryon |
0.037
|
0.036
|
0.98×
|
| static-frame |
0.557
|
0.565
|
1.02×
|
| flake8 |
0.046
|
0.047
|
1.02×
|
| dacite |
0.030
|
0.029
|
0.99×
|
| flake8-pyi |
0.067
|
0.068
|
1.01×
|
| pyodide |
0.149
|
0.147
|
0.99×
|
| sphinx |
0.235
|
0.232
|
0.99×
|
| git-revise |
0.048
|
0.047
|
0.99×
|
| janus |
0.051
|
0.052
|
1.01×
|
| mypy |
0.706
|
0.696
|
0.99×
|
| mkdocs |
0.082
|
0.083
|
1.01×
|
| speedrun.com_global_scoreboard_webapp |
0.053
|
0.052
|
0.99×
|
| Expression |
0.082
|
0.080
|
0.99×
|
| dedupe |
0.078
|
0.077
|
0.99×
|
| numpy-stl |
0.156
|
0.158
|
1.01×
|
| python-sop |
0.049
|
0.049
|
1.01×
|
| sympy |
2.359
|
2.332
|
0.99×
|
| rclip |
0.057
|
0.056
|
0.99×
|
| antidote |
0.077
|
0.077
|
1.01×
|
| altair |
0.169
|
0.171
|
1.01×
|
| mypy_primer |
0.054
|
0.054
|
1.01×
|
| aiohttp-devtools |
0.060
|
0.059
|
0.99×
|
| rotki |
0.593
|
0.599
|
1.01×
|
| rich |
0.077
|
0.078
|
1.01×
|
| alerta |
0.088
|
0.088
|
1.01×
|
| mitmproxy |
0.179
|
0.178
|
0.99×
|
| websockets |
0.054
|
0.055
|
1.01×
|
| xarray-dataclasses |
0.197
|
0.196
|
0.99×
|
| hydpy |
0.385
|
0.388
|
1.01×
|
| httpx-caching |
0.048
|
0.048
|
1.01×
|
| pytest-autoprofile |
0.064
|
0.064
|
0.99×
|
| black |
0.094
|
0.094
|
1.01×
|
| graphql-core |
0.163
|
0.164
|
1.01×
|
| steam.py |
0.167
|
0.168
|
1.01×
|
| build |
0.051
|
0.052
|
1.00×
|
| core |
2.500
|
2.511
|
1.00×
|
| comtypes |
0.089
|
0.088
|
1.00×
|
| ecosystem-analyzer |
0.079
|
0.079
|
1.00×
|
| poetry |
0.149
|
0.149
|
1.00×
|
| dragonchain |
0.064
|
0.064
|
1.00×
|
| pylint |
0.126
|
0.126
|
1.00×
|
| scikit-build-core |
0.089
|
0.088
|
1.00×
|
| docstring-adder |
0.081
|
0.081
|
1.00×
|
| python-htmlgen |
0.038
|
0.038
|
1.00×
|
| scrapy |
0.169
|
0.169
|
1.00×
|
| twine |
0.055
|
0.055
|
1.00×
|
| paasta |
0.149
|
0.149
|
1.00×
|
| archinstall |
0.130
|
0.131
|
1.00×
|
| artigraph |
0.088
|
0.088
|
1.00×
|
| async-utils |
0.051
|
0.051
|
1.00×
|
| dd-trace-py |
1.033
|
1.032
|
1.00×
|
| com2ann |
0.054
|
0.054
|
1.00×
|
| pip |
0.266
|
0.266
|
1.00×
|
| dulwich |
0.245
|
0.245
|
1.00×
|
| aioredis |
0.131
|
0.131
|
1.00×
|
| stone |
0.168
|
0.168
|
1.00×
|