ty timing diff report
Summary Statistics
3
Speedups (factor < 0.9)
10
Slowdowns (factor > 1.1)
Project Timing Comparison
| Project |
Old Time [s] |
New Time [s] |
Factor |
| jax |
1.321
|
1.752
|
1.33×
|
| optuna |
0.239
|
0.179
|
0.75×
|
| altair |
0.214
|
0.265
|
1.24×
|
| sockeye |
0.090
|
0.105
|
1.17×
|
| scikit-build-core |
0.081
|
0.094
|
1.16×
|
| sphinx |
0.268
|
0.309
|
1.15×
|
| freqtrade |
0.189
|
0.217
|
1.15×
|
| alerta |
0.104
|
0.089
|
0.86×
|
| downforeveryone |
0.034
|
0.039
|
1.14×
|
| meson |
0.467
|
0.530
|
1.14×
|
| itsdangerous |
0.031
|
0.035
|
1.13×
|
| cloud-init |
0.404
|
0.354
|
0.88×
|
| prefect |
0.506
|
0.558
|
1.10×
|
| rich |
0.118
|
0.107
|
0.91×
|
| werkzeug |
0.116
|
0.127
|
1.09×
|
| spack |
0.536
|
0.489
|
0.91×
|
| pyinstrument |
0.055
|
0.060
|
1.09×
|
| apprise |
0.329
|
0.356
|
1.08×
|
| scikit-learn |
0.784
|
0.848
|
1.08×
|
| pybind11 |
0.073
|
0.067
|
0.92×
|
| python-htmlgen |
0.035
|
0.038
|
1.08×
|
| pyodide |
0.116
|
0.107
|
0.92×
|
| openlibrary |
0.158
|
0.170
|
1.08×
|
| zulip |
0.813
|
0.872
|
1.07×
|
| pandera |
0.246
|
0.264
|
1.07×
|
| flake8 |
0.058
|
0.062
|
1.07×
|
| bandersnatch |
0.069
|
0.074
|
1.07×
|
| async-utils |
0.052
|
0.056
|
1.06×
|
| ibis |
0.297
|
0.316
|
1.06×
|
| pytest-robotframework |
0.060
|
0.063
|
1.06×
|
| mitmproxy |
0.219
|
0.232
|
1.06×
|
| asynq |
0.051
|
0.055
|
1.06×
|
| django-stubs |
0.165
|
0.175
|
1.06×
|
| trio |
0.137
|
0.129
|
0.94×
|
| tornado |
0.134
|
0.142
|
1.06×
|
| check-jsonschema |
0.050
|
0.053
|
1.06×
|
| schemathesis |
0.134
|
0.127
|
0.94×
|
| pycryptodome |
0.204
|
0.215
|
1.06×
|
| paasta |
0.171
|
0.162
|
0.94×
|
| typeshed-stats |
0.123
|
0.130
|
1.06×
|
| git-revise |
0.059
|
0.062
|
1.06×
|
| bokeh |
0.181
|
0.191
|
1.05×
|
| cki-lib |
0.080
|
0.084
|
1.05×
|
| rotki |
0.837
|
0.882
|
1.05×
|
| hydpy |
0.280
|
0.265
|
0.95×
|
| operator |
0.135
|
0.142
|
1.05×
|
| anyio |
0.117
|
0.122
|
1.05×
|
| httpx-caching |
0.060
|
0.063
|
1.05×
|
| discord.py |
0.377
|
0.359
|
0.95×
|
| packaging |
0.053
|
0.056
|
1.05×
|
| paroxython |
0.051
|
0.054
|
1.05×
|
| zope.interface |
0.098
|
0.102
|
1.05×
|
| isort |
0.069
|
0.072
|
1.05×
|
| com2ann |
0.065
|
0.068
|
1.04×
|
| dd-trace-py |
0.918
|
0.958
|
1.04×
|
| dacite |
0.031
|
0.033
|
1.04×
|
| AutoSplit |
0.167
|
0.174
|
1.04×
|
| mongo-python-driver |
0.169
|
0.177
|
1.04×
|
| hydra-zen |
0.124
|
0.129
|
1.04×
|
| more-itertools |
0.092
|
0.096
|
1.04×
|
| ignite |
0.163
|
0.156
|
0.96×
|
| PyGithub |
0.212
|
0.203
|
0.96×
|
| beartype |
0.077
|
0.074
|
0.96×
|
| alectryon |
0.035
|
0.036
|
1.04×
|
| dulwich |
0.321
|
0.309
|
0.96×
|
| scrapy |
0.203
|
0.196
|
0.96×
|
| pylint |
0.104
|
0.101
|
0.96×
|
| dragonchain |
0.086
|
0.089
|
1.04×
|
| Tanjun |
0.142
|
0.148
|
1.04×
|
| pywin32 |
0.307
|
0.295
|
0.96×
|
| parso |
0.072
|
0.075
|
1.04×
|
| strawberry |
0.099
|
0.103
|
1.04×
|
| yarl |
0.058
|
0.060
|
1.04×
|
| attrs |
0.086
|
0.089
|
1.04×
|
| aiohttp |
0.106
|
0.110
|
1.03×
|
| python-sop |
0.058
|
0.060
|
1.03×
|
| PyWinCtl |
0.070
|
0.072
|
1.03×
|
| rclip |
0.062
|
0.060
|
0.97×
|
| schema_salad |
0.178
|
0.183
|
1.03×
|
| mypy_primer |
0.066
|
0.068
|
1.03×
|
| mkdocs |
0.086
|
0.089
|
1.03×
|
| pytest |
0.261
|
0.269
|
1.03×
|
| xarray-dataclasses |
0.013
|
0.012
|
0.97×
|
| websockets |
0.072
|
0.074
|
1.03×
|
| mypy-protobuf |
0.191
|
0.197
|
1.03×
|
| django-test-migrations |
0.026
|
0.026
|
0.97×
|
| poetry |
0.184
|
0.189
|
1.03×
|
| psycopg |
0.157
|
0.153
|
0.97×
|
| nionutils |
0.078
|
0.080
|
1.03×
|
| scipy |
7.988
|
7.785
|
0.97×
|
| speedrun.com_global_scoreboard_webapp |
0.078
|
0.080
|
1.03×
|
| cwltool |
0.203
|
0.208
|
1.02×
|
| manticore |
1.595
|
1.631
|
1.02×
|
| pyjwt |
0.047
|
0.048
|
1.02×
|
| core |
2.310
|
2.262
|
0.98×
|
| flake8-pyi |
0.101
|
0.103
|
1.02×
|
| pyp |
0.077
|
0.079
|
1.02×
|
| graphql-core |
0.186
|
0.183
|
0.98×
|
| colour |
0.939
|
0.921
|
0.98×
|
| pyppeteer |
0.087
|
0.088
|
1.02×
|
| vision |
0.418
|
0.410
|
0.98×
|
| antidote |
0.163
|
0.160
|
0.98×
|
| materialize |
0.228
|
0.232
|
1.02×
|
| janus |
0.070
|
0.071
|
1.02×
|
| pegen |
0.048
|
0.049
|
1.02×
|
| svcs |
0.051
|
0.052
|
1.02×
|
| python-chess |
0.172
|
0.170
|
0.98×
|
| porcupine |
0.080
|
0.079
|
0.98×
|
| black |
0.087
|
0.085
|
0.98×
|
| sympy |
1.779
|
1.751
|
0.98×
|
| nox |
0.068
|
0.069
|
1.01×
|
| arviz |
0.228
|
0.231
|
1.01×
|
| koda-validate |
0.111
|
0.112
|
1.01×
|
| dedupe |
0.099
|
0.100
|
1.01×
|
| kornia |
0.186
|
0.189
|
1.01×
|
| starlette |
0.066
|
0.066
|
0.99×
|
| pwndbg |
0.296
|
0.299
|
1.01×
|
| setuptools |
0.388
|
0.384
|
0.99×
|
| aioredis |
0.139
|
0.140
|
1.01×
|
| comtypes |
0.101
|
0.100
|
0.99×
|
| ppb-vector |
0.041
|
0.042
|
1.01×
|
| static-frame |
0.756
|
0.749
|
0.99×
|
| xarray |
0.719
|
0.713
|
0.99×
|
| aiortc |
0.103
|
0.102
|
0.99×
|
| zipp |
0.053
|
0.054
|
1.01×
|
| aiohttp-devtools |
0.074
|
0.074
|
1.01×
|
| streamlit |
0.155
|
0.156
|
1.01×
|
| mypy |
0.662
|
0.666
|
1.01×
|
| jinja |
0.249
|
0.247
|
0.99×
|
| twine |
0.060
|
0.060
|
1.01×
|
| pandas |
2.012
|
2.002
|
1.00×
|
| artigraph |
0.115
|
0.116
|
1.00×
|
| stone |
0.124
|
0.125
|
1.00×
|
| pandas-stubs |
1.102
|
1.107
|
1.00×
|
| imagehash |
0.101
|
0.101
|
1.00×
|
| pip |
0.590
|
0.587
|
1.00×
|
| mkosi |
0.182
|
0.182
|
1.00×
|
| Expression |
0.060
|
0.060
|
1.00×
|
| urllib3 |
0.120
|
0.121
|
1.00×
|
| DateType |
0.055
|
0.055
|
1.00×
|
| pylox |
1.044
|
1.046
|
1.00×
|
| bidict |
0.047
|
0.047
|
1.00×
|
| egglog-python |
0.495
|
0.494
|
1.00×
|
| kopf |
0.081
|
0.080
|
1.00×
|
| boostedblob |
0.088
|
0.088
|
1.00×
|
| pydantic |
3.430
|
3.431
|
1.00×
|