ty timing diff report
Summary Statistics
2
Speedups (factor < 0.9)
7
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| pwndbg |
0.223
|
0.292
|
1.31×
|
| pandas |
1.417
|
1.662
|
1.17×
|
| scikit-learn |
1.423
|
1.620
|
1.14×
|
| pycryptodome |
0.197
|
0.221
|
1.12×
|
| egglog-python |
0.310
|
0.273
|
0.88×
|
| mitmproxy |
0.281
|
0.314
|
1.12×
|
| setuptools |
0.336
|
0.296
|
0.88×
|
| hydpy |
0.403
|
0.449
|
1.12×
|
| sympy |
1.988
|
2.196
|
1.10×
|
| attrs |
0.089
|
0.097
|
1.09×
|
| dulwich |
0.278
|
0.255
|
0.92×
|
| operator |
0.122
|
0.132
|
1.08×
|
| more-itertools |
0.092
|
0.085
|
0.92×
|
| graphql-core |
0.190
|
0.204
|
1.07×
|
| aiortc |
0.084
|
0.089
|
1.07×
|
| dedupe |
0.067
|
0.072
|
1.07×
|
| pyodide |
0.197
|
0.209
|
1.06×
|
| hydra-zen |
0.143
|
0.152
|
1.06×
|
| PyWinCtl |
0.063
|
0.067
|
1.06×
|
| altair |
0.290
|
0.309
|
1.06×
|
| mkdocs |
0.122
|
0.129
|
1.06×
|
| pyp |
0.061
|
0.064
|
1.06×
|
| anyio |
0.115
|
0.108
|
0.94×
|
| discord.py |
0.273
|
0.258
|
0.94×
|
| pandas-stubs |
8.137
|
8.606
|
1.06×
|
| pytest-robotframework |
0.052
|
0.054
|
1.05×
|
| zipp |
0.045
|
0.048
|
1.05×
|
| pyproject-metadata |
0.052
|
0.054
|
1.05×
|
| async-utils |
0.055
|
0.057
|
1.05×
|
| websockets |
0.069
|
0.066
|
0.95×
|
| aioredis |
0.114
|
0.108
|
0.95×
|
| asynq |
0.063
|
0.061
|
0.96×
|
| svcs |
0.046
|
0.048
|
1.04×
|
| CPython (cases_generator) |
0.068
|
0.065
|
0.96×
|
| nox |
0.055
|
0.058
|
1.04×
|
| cwltool |
0.163
|
0.156
|
0.96×
|
| scipy-stubs |
0.526
|
0.547
|
1.04×
|
| CPython (peg_generator) |
0.050
|
0.052
|
1.04×
|
| AutoSplit |
0.117
|
0.122
|
1.04×
|
| cloud-init |
0.402
|
0.386
|
0.96×
|
| bokeh |
0.274
|
0.284
|
1.04×
|
| janus |
0.057
|
0.059
|
1.04×
|
| ppb-vector |
0.039
|
0.041
|
1.04×
|
| isort |
0.561
|
0.582
|
1.04×
|
| typeshed-stats |
0.112
|
0.108
|
0.96×
|
| black |
0.105
|
0.109
|
1.04×
|
| pyjwt |
0.048
|
0.050
|
1.04×
|
| scipy |
2.576
|
2.666
|
1.04×
|
| xarray |
0.621
|
0.643
|
1.03×
|
| manticore |
2.173
|
2.097
|
0.97×
|
| koda-validate |
0.083
|
0.080
|
0.97×
|
| poetry |
0.201
|
0.207
|
1.03×
|
| pylox |
0.062
|
0.065
|
1.03×
|
| pip |
0.323
|
0.313
|
0.97×
|
| downforeveryone |
0.037
|
0.036
|
0.97×
|
| cibuildwheel |
0.062
|
0.064
|
1.03×
|
| scikit-build-core |
0.094
|
0.097
|
1.03×
|
| sockeye |
0.105
|
0.108
|
1.03×
|
| prefect |
0.826
|
0.851
|
1.03×
|
| meson |
0.538
|
0.522
|
0.97×
|
| build |
0.051
|
0.050
|
0.97×
|
| rotki |
0.671
|
0.652
|
0.97×
|
| flake8 |
0.059
|
0.061
|
1.03×
|
| CPython (Argument Clinic) |
0.066
|
0.064
|
0.97×
|
| mongo-python-driver |
0.282
|
0.275
|
0.97×
|
| vision |
0.371
|
0.361
|
0.97×
|
| optuna |
0.209
|
0.215
|
1.03×
|
| nionutils |
0.073
|
0.075
|
1.03×
|
| aiohttp |
0.263
|
0.270
|
1.03×
|
| paroxython |
0.047
|
0.048
|
1.03×
|
| pylint |
0.113
|
0.116
|
1.02×
|
| httpx-caching |
0.050
|
0.051
|
1.02×
|
| materialize |
0.355
|
0.347
|
0.98×
|
| porcupine |
0.096
|
0.094
|
0.98×
|
| yarl |
0.060
|
0.058
|
0.98×
|
| dacite |
0.033
|
0.033
|
1.02×
|
| mypy |
1.040
|
1.061
|
1.02×
|
| python-htmlgen |
0.051
|
0.052
|
1.02×
|
| packaging |
0.060
|
0.061
|
1.02×
|
| zope.interface |
0.114
|
0.112
|
0.98×
|
| pegen |
0.042
|
0.043
|
1.02×
|
| python-sop |
0.056
|
0.057
|
1.02×
|
| Expression |
0.080
|
0.081
|
1.02×
|
| arviz |
0.162
|
0.165
|
1.02×
|
| git-revise |
0.055
|
0.056
|
1.02×
|
| urllib3 |
0.141
|
0.144
|
1.02×
|
| dragonchain |
0.100
|
0.098
|
0.98×
|
| twine |
0.056
|
0.057
|
1.02×
|
| speedrun.com_global_scoreboard_webapp |
0.064
|
0.065
|
1.02×
|
| scrapy |
0.273
|
0.278
|
1.02×
|
| imagehash |
0.107
|
0.109
|
1.02×
|
| pyppeteer |
0.057
|
0.058
|
1.02×
|
| pybind11 |
0.086
|
0.085
|
0.98×
|
| kornia |
0.202
|
0.205
|
1.01×
|
| schemathesis |
0.181
|
0.183
|
1.01×
|
| artigraph |
0.089
|
0.090
|
1.01×
|
| alectryon |
0.035
|
0.035
|
1.01×
|
| streamlit |
0.206
|
0.209
|
1.01×
|
| trio |
0.180
|
0.177
|
0.99×
|
| freqtrade |
0.439
|
0.445
|
1.01×
|
| com2ann |
0.056
|
0.057
|
1.01×
|
| pywin32 |
0.378
|
0.383
|
1.01×
|
| cki-lib |
0.085
|
0.084
|
0.99×
|
| check-jsonschema |
0.043
|
0.044
|
1.01×
|
| schema_salad |
0.144
|
0.146
|
1.01×
|
| bidict |
0.044
|
0.045
|
1.01×
|
| werkzeug |
0.125
|
0.127
|
1.01×
|
| zulip |
0.972
|
0.983
|
1.01×
|
| pyinstrument |
0.049
|
0.048
|
0.99×
|
| paasta |
0.186
|
0.188
|
1.01×
|
| tornado |
0.195
|
0.193
|
0.99×
|
| DateType |
0.046
|
0.047
|
1.01×
|
| spack |
0.740
|
0.748
|
1.01×
|
| kopf |
0.083
|
0.083
|
0.99×
|
| static-frame |
0.660
|
0.654
|
0.99×
|
| Tanjun |
0.136
|
0.135
|
0.99×
|
| stone |
0.141
|
0.143
|
1.01×
|
| antidote |
0.096
|
0.096
|
0.99×
|
| core |
2.966
|
2.987
|
1.01×
|
| dd-trace-py |
1.115
|
1.107
|
0.99×
|
| mkosi |
0.167
|
0.168
|
1.01×
|
| bandersnatch |
0.075
|
0.075
|
1.01×
|
| psycopg |
0.234
|
0.236
|
1.01×
|
| pandera |
0.755
|
0.760
|
1.01×
|
| mypy_primer |
0.062
|
0.063
|
1.01×
|
| colour |
2.520
|
2.535
|
1.01×
|
| rich |
0.130
|
0.129
|
0.99×
|
| apprise |
0.284
|
0.283
|
0.99×
|
| openlibrary |
0.222
|
0.223
|
1.01×
|
| flake8-pyi |
0.070
|
0.069
|
0.99×
|
| django-test-migrations |
0.031
|
0.031
|
1.00×
|
| cryptography |
0.236
|
0.237
|
1.00×
|
| ignite |
0.229
|
0.228
|
1.00×
|
| starlette |
0.096
|
0.096
|
1.00×
|
| python-chess |
0.143
|
0.142
|
1.00×
|
| jinja |
0.108
|
0.109
|
1.00×
|
| jax |
0.832
|
0.829
|
1.00×
|
| PyGithub |
0.261
|
0.260
|
1.00×
|
| aiohttp-devtools |
0.068
|
0.068
|
1.00×
|
| rclip |
0.074
|
0.074
|
1.00×
|
| sphinx |
0.332
|
0.331
|
1.00×
|
| parso |
0.228
|
0.228
|
1.00×
|
| comtypes |
0.135
|
0.135
|
1.00×
|
| archinstall |
0.188
|
0.189
|
1.00×
|
| alerta |
0.135
|
0.135
|
1.00×
|
| itsdangerous |
0.034
|
0.034
|
1.00×
|
| pydantic |
0.419
|
0.418
|
1.00×
|
| strawberry |
0.172
|
0.172
|
1.00×
|
| mypy-protobuf |
0.104
|
0.104
|
1.00×
|
| pytest |
0.273
|
0.273
|
1.00×
|
| boostedblob |
0.076
|
0.076
|
1.00×
|
| xarray-dataclasses |
0.217
|
0.217
|
1.00×
|
| numpy-stl |
0.173
|
0.172
|
1.00×
|
| ibis |
0.429
|
0.428
|
1.00×
|
| django-stubs |
0.281
|
0.281
|
1.00×
|
| beartype |
0.140
|
0.140
|
1.00×
|