ty timing diff report
Summary Statistics
1
Speedups (factor < 0.9)
112
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| egglog-python |
0.281
|
0.439
|
1.56×
|
| pyjwt |
0.050
|
0.077
|
1.54×
|
| com2ann |
0.055
|
0.084
|
1.51×
|
| cwltool |
0.153
|
0.230
|
1.50×
|
| numpy-stl |
0.168
|
0.250
|
1.49×
|
| AutoSplit |
0.114
|
0.169
|
1.49×
|
| zipp |
0.046
|
0.068
|
1.48×
|
| alectryon |
0.037
|
0.054
|
1.47×
|
| pwndbg |
0.273
|
0.401
|
1.47×
|
| python-sop |
0.055
|
0.080
|
1.47×
|
| manticore |
2.113
|
3.080
|
1.46×
|
| rclip |
0.069
|
0.100
|
1.45×
|
| bidict |
0.044
|
0.064
|
1.45×
|
| dedupe |
0.073
|
0.104
|
1.43×
|
| hydra-zen |
0.143
|
0.205
|
1.43×
|
| operator |
0.121
|
0.172
|
1.42×
|
| yarl |
0.055
|
0.078
|
1.42×
|
| arviz |
0.164
|
0.232
|
1.41×
|
| nox |
0.055
|
0.078
|
1.41×
|
| flake8-pyi |
0.067
|
0.095
|
1.40×
|
| more-itertools |
1.310
|
1.834
|
1.40×
|
| twine |
0.058
|
0.081
|
1.40×
|
| build |
0.052
|
0.073
|
1.39×
|
| paroxython |
0.048
|
0.067
|
1.38×
|
| imagehash |
0.108
|
0.150
|
1.38×
|
| PyWinCtl |
0.064
|
0.088
|
1.38×
|
| setuptools |
0.274
|
0.377
|
1.38×
|
| xarray-dataclasses |
0.219
|
0.301
|
1.38×
|
| CPython (cases_generator) |
0.066
|
0.091
|
1.38×
|
| pandera |
0.752
|
1.034
|
1.38×
|
| freqtrade |
0.899
|
1.235
|
1.37×
|
| aioredis |
0.112
|
0.154
|
1.37×
|
| git-revise |
0.057
|
0.078
|
1.37×
|
| pyp |
0.065
|
0.089
|
1.37×
|
| DateType |
0.046
|
0.063
|
1.36×
|
| speedrun.com_global_scoreboard_webapp |
0.064
|
0.087
|
1.36×
|
| pyinstrument |
0.051
|
0.070
|
1.36×
|
| anyio |
0.109
|
0.147
|
1.36×
|
| CPython (peg_generator) |
0.053
|
0.071
|
1.35×
|
| boostedblob |
0.076
|
0.102
|
1.35×
|
| pyproject-metadata |
0.054
|
0.072
|
1.35×
|
| typeshed-stats |
0.109
|
0.147
|
1.35×
|
| scikit-learn |
1.429
|
1.919
|
1.34×
|
| async-utils |
0.059
|
0.079
|
1.34×
|
| svcs |
0.047
|
0.063
|
1.34×
|
| pylox |
0.061
|
0.082
|
1.34×
|
| pydantic |
0.417
|
0.559
|
1.34×
|
| janus |
0.058
|
0.078
|
1.34×
|
| koda-validate |
0.084
|
0.112
|
1.34×
|
| check-jsonschema |
0.046
|
0.061
|
1.34×
|
| aiohttp-devtools |
0.069
|
0.091
|
1.33×
|
| nionutils |
0.086
|
0.113
|
1.32×
|
| packaging |
0.058
|
0.077
|
1.32×
|
| httpx-caching |
0.049
|
0.065
|
1.32×
|
| CPython (Argument Clinic) |
0.065
|
0.085
|
1.30×
|
| pyppeteer |
0.058
|
0.076
|
1.30×
|
| aiortc |
0.086
|
0.112
|
1.30×
|
| parso |
0.186
|
0.240
|
1.29×
|
| altair |
0.305
|
0.393
|
1.29×
|
| pytest-robotframework |
0.052
|
0.067
|
1.29×
|
| pegen |
0.042
|
0.054
|
1.29×
|
| archinstall |
0.192
|
0.246
|
1.28×
|
| pip |
0.333
|
0.426
|
1.28×
|
| static-frame |
0.644
|
0.824
|
1.28×
|
| beartype |
0.132
|
0.169
|
1.28×
|
| downforeveryone |
0.038
|
0.048
|
1.28×
|
| ppb-vector |
0.041
|
0.052
|
1.28×
|
| mypy_primer |
0.064
|
0.082
|
1.28×
|
| django-test-migrations |
0.035
|
0.044
|
1.27×
|
| pyodide |
0.207
|
0.264
|
1.27×
|
| alerta |
0.133
|
0.168
|
1.27×
|
| pandas |
1.607
|
1.196
|
0.74×
|
| cibuildwheel |
0.062
|
0.078
|
1.26×
|
| bandersnatch |
0.074
|
0.093
|
1.26×
|
| itsdangerous |
0.036
|
0.045
|
1.25×
|
| stone |
0.125
|
0.157
|
1.25×
|
| sockeye |
0.103
|
0.128
|
1.24×
|
| flake8 |
0.058
|
0.072
|
1.24×
|
| mkdocs |
0.121
|
0.148
|
1.22×
|
| schema_salad |
0.146
|
0.179
|
1.22×
|
| black |
0.099
|
0.121
|
1.22×
|
| websockets |
0.068
|
0.082
|
1.22×
|
| mypy-protobuf |
0.101
|
0.122
|
1.21×
|
| python-chess |
0.141
|
0.170
|
1.21×
|
| dragonchain |
0.101
|
0.122
|
1.21×
|
| mkosi |
0.168
|
0.201
|
1.20×
|
| zope.interface |
0.112
|
0.134
|
1.20×
|
| antidote |
0.101
|
0.120
|
1.20×
|
| aiohttp |
0.241
|
0.287
|
1.19×
|
| discord.py |
0.264
|
0.314
|
1.19×
|
| pylint |
0.109
|
0.130
|
1.19×
|
| Tanjun |
0.133
|
0.157
|
1.18×
|
| cryptography |
0.240
|
0.284
|
1.18×
|
| artigraph |
0.088
|
0.104
|
1.18×
|
| dacite |
0.033
|
0.039
|
1.18×
|
| strawberry |
0.177
|
0.209
|
1.18×
|
| scikit-build-core |
0.095
|
0.111
|
1.17×
|
| kopf |
0.084
|
0.098
|
1.17×
|
| vision |
0.371
|
0.430
|
1.16×
|
| jinja |
0.106
|
0.123
|
1.16×
|
| urllib3 |
0.136
|
0.156
|
1.15×
|
| attrs |
0.100
|
0.114
|
1.14×
|
| comtypes |
0.135
|
0.154
|
1.14×
|
| pandas-stubs |
12.119
|
13.781
|
1.14×
|
| rich |
0.126
|
0.142
|
1.13×
|
| bokeh |
0.278
|
0.311
|
1.12×
|
| PyGithub |
0.257
|
0.288
|
1.12×
|
| cki-lib |
0.086
|
0.096
|
1.11×
|
| xarray |
0.602
|
0.670
|
1.11×
|
| streamlit |
0.201
|
0.223
|
1.11×
|
| tornado |
0.195
|
0.216
|
1.11×
|
| schemathesis |
0.189
|
0.209
|
1.10×
|
| starlette |
0.096
|
0.106
|
1.10×
|
| pybind11 |
0.092
|
0.101
|
1.10×
|
| werkzeug |
0.133
|
0.145
|
1.09×
|
| hydpy |
0.420
|
0.459
|
1.09×
|
| trio |
0.183
|
0.200
|
1.09×
|
| paasta |
0.187
|
0.204
|
1.09×
|
| apprise |
0.323
|
0.294
|
0.91×
|
| asynq |
0.064
|
0.070
|
1.09×
|
| isort |
0.580
|
0.629
|
1.08×
|
| Expression |
0.081
|
0.087
|
1.08×
|
| scipy-stubs |
0.528
|
0.568
|
1.08×
|
| python-htmlgen |
0.053
|
0.057
|
1.07×
|
| scipy |
2.562
|
2.720
|
1.06×
|
| poetry |
0.212
|
0.225
|
1.06×
|
| dulwich |
0.273
|
0.289
|
1.06×
|
| optuna |
0.209
|
0.221
|
1.06×
|
| colour |
2.709
|
2.559
|
0.94×
|
| ibis |
0.427
|
0.403
|
0.94×
|
| sphinx |
0.315
|
0.332
|
1.05×
|
| sympy |
1.891
|
1.994
|
1.05×
|
| mitmproxy |
0.339
|
0.322
|
0.95×
|
| graphql-core |
0.240
|
0.252
|
1.05×
|
| scrapy |
0.278
|
0.291
|
1.05×
|
| pywin32 |
0.388
|
0.406
|
1.05×
|
| cloud-init |
0.418
|
0.434
|
1.04×
|
| dd-trace-py |
1.134
|
1.175
|
1.04×
|
| mypy |
1.084
|
1.118
|
1.03×
|
| materialize |
0.355
|
0.366
|
1.03×
|
| psycopg |
0.238
|
0.232
|
0.97×
|
| ignite |
0.231
|
0.237
|
1.03×
|
| porcupine |
0.097
|
0.099
|
1.02×
|
| prefect |
0.841
|
0.861
|
1.02×
|
| mongo-python-driver |
0.282
|
0.276
|
0.98×
|
| rotki |
0.653
|
0.641
|
0.98×
|
| meson |
0.530
|
0.520
|
0.98×
|
| django-stubs |
0.288
|
0.283
|
0.98×
|
| kornia |
0.209
|
0.212
|
1.02×
|
| openlibrary |
0.231
|
0.228
|
0.98×
|
| zulip |
0.998
|
0.985
|
0.99×
|
| core |
3.028
|
2.996
|
0.99×
|
| pytest |
0.278
|
0.280
|
1.01×
|
| spack |
0.746
|
0.742
|
0.99×
|
| pycryptodome |
0.233
|
0.234
|
1.00×
|
| jax |
0.753
|
0.754
|
1.00×
|