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China's Meituan Says New AI Model Trained on Domestic Chips

The open-weight model uses a 1-million-token context window and undercuts many rivals with a flash-sale API, Meituan said.

  • On Tuesday, Beijing-based Meituan unveiled LongCat-2.0, a 1.6-trillion-parameter large language model claimed as the industry's first to complete full-process training and inference on a 50,000-chip domestic compute cluster.
  • The development addresses China's push to build advanced artificial intelligence without relying on restricted Western hardware. Unlike competitors using domestic chips only for inference, the firm demonstrated its ability to "conduct frontier-scale training on alternative hardware platforms."
  • Excelling at agentic software engineering tasks, the model features a 1-million-token context window. It registered an empirical 59.5 on SWE-bench Pro, surpassing OpenAI's GPT-5.5 benchmark of 58.6.
  • Meituan released the architecture under a permissive MIT license, allowing enterprises to integrate it into proprietary tools without disclosing modifications. The firm introduced a structured "Token Pack" framework with flash sales four times daily.
  • This transition marks Meituan's evolution from a delivery super app into a global AI infrastructure competitor. The firm claims LongCat-2.0's performance rivals Google's Gemini 3.1 Pro released in February.
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China's Meituan says new AI model trained on domestic chips

Meituan says the performance of its new large language model, LongCat-2.0, is comparable to Google's Gemini 3.1 Pro, which was released in February.

·Singapore, Singapore
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South China Morning Post broke the news in Hong Kong on Tuesday, June 30, 2026.
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