v0.11.0

pola-rs/polarsv0.11.0Mar 17, 2026by adeebshihadeh

AI Summary

This update introduces a new driving model trained with a learned simulator and improves longitudinal performance. It also significantly reduces standby power consumption and adds support for Kia K7 2017 and Lexus LS 2018.

Key Highlights

New driving model trained using a learned simulator
Improved longitudinal performance in Experimental mode
77% reduction in comma four standby power usage
Added support for Kia K7 2017 and Lexus LS 2018

New Features

New driving model

Full Release Notes

Check out our [release blog post](https://blog.comma.ai/011release/) for more details!
* New driving model #36798
  * Fully trained using a learned simulator
  * Improved longitudinal performance in Experimental mode
* Reduce comma four standby power usage by 77% to 52 mW
* Kia K7 2017 support thanks to royjr!
* Lexus LS 2018 support thanks to Hacheoy!