# Meituan launches LongCat-2.5, a native multimodal model for long-horizon agents

> Source: <https://runtimewire.com/article/meituan-longcat-2-5-native-multimodal-agentic-model>
> Published: 2026-11-02 16:06:18+00:00

# Meituan launches LongCat-2.5, a native multimodal model for long-horizon agents

**Meituan's 1.6-trillion-parameter model adds native vision to long-horizon coding, with a 1M-token API window and GitHub and Hugging Face releases still to come.**

        By [RuntimeWire Staff](https://runtimewire.com/author/runtimewire-staff)
        · Published 
        · Updated 

Primary source: [Hacker News](https://longcat.ai/blog/longcat-2.5/)

## Why it matters

LongCat-2.5 shows a large platform company pushing frontier-scale agentic coding with native vision, a 1M-token window, and low cached-input pricing.

Meituan, co-founded by Wang Xing, released [LongCat-2.5](https://longcat.ai/blog/longcat-2.5/?ref=runtimewire) on November 2nd, according to [Meituan's announcement](https://www.meituan.com/news/NN261102280001343?ref=runtimewire). The native multimodal model is built for long-horizon agentic work, with 1.6 trillion total parameters and approximately 48 billion activated per token. The release pushes Meituan's model line further into sustained coding work, where an agent has to hold a project together across many steps.…

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