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LangMart: Meituan: LongCat Flash Chat

Openrouter
131K
Context
$0.2000
Input /1M
$0.8000
Output /1M
N/A
Max Output

LangMart: Meituan: LongCat Flash Chat

Model Overview

Property Value
Model ID openrouter/meituan/longcat-flash-chat
Name Meituan: LongCat Flash Chat
Provider meituan
Released 2025-09-09

Description

LongCat-Flash-Chat is a large-scale Mixture-of-Experts (MoE) model with 560B total parameters, of which 18.6B–31.3B (≈27B on average) are dynamically activated per input. It introduces a shortcut-connected MoE design to reduce communication overhead and achieve high throughput while maintaining training stability through advanced scaling strategies such as hyperparameter transfer, deterministic computation, and multi-stage optimization.

This release, LongCat-Flash-Chat, is a non-thinking foundation model optimized for conversational and agentic tasks. It supports long context windows up to 128K tokens and shows competitive performance across reasoning, coding, instruction following, and domain benchmarks, with particular strengths in tool use and complex multi-step interactions.

Description

LangMart: Meituan: LongCat Flash Chat is a language model provided by meituan. This model offers advanced capabilities for natural language processing tasks.

Provider

meituan

Specifications

Spec Value
Context Window 131,072 tokens
Modalities text->text
Input Modalities text
Output Modalities text

Pricing

Type Price
Input $0.20 per 1M tokens
Output $0.80 per 1M tokens

Capabilities

  • Max tokens
  • Temperature
  • Top p

Detailed Analysis

Meituan: LongCat Flash Chat