1. [Home](https://www.g2.com/) 2. ... 3. [Emerging AI Software](https://www.g2.com/categories/emerging-ai-software) 4. [Foolgry Discussions](https://www.g2.com/products/foolgry/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_c1293802eb4cbd5c095e64101ca4d551/foolgry.png "Product Avatar Image") ](/products/foolgry/reviews) [ Foolgry ](/products/foolgry/reviews) 0 ratings LongCat Flash is Meituan's inaugural open-source large language model, boasting 560 billion parameters and a cutting-edge Mixture-of-Experts (MoE) architecture. This design enables dynamic activation of 18.6 to 31.3 billion parameters per token, achieving an inference speed exceeding 100 tokens per second. LongCat Flash sets new standards in the open-source AI community by delivering exceptional performance, cost efficiency, and accessibility. Key Features and Functionality: - Ultra-Fast Inference Speed: Processes over 100 tokens per second with minimal first-token latency, ensuring real-time responsiveness ideal for conversational AI applications. - Cost Optimization: Offers inference costs as low as $0.7 per million output tokens, representing a 70% reduction compared to competitors, making it economically viable for scalable deployments. - Open Source Accessibility: Released under the Apache 2.0 license, LongCat Flash supports both research and commercial use, fostering transparency and community collaboration. - Advanced Agentic Capabilities: Excels in tool utilization, multi-step reasoning, and complex environment interactions, outperforming other open-source models in specialized agentic benchmarks. - Innovative MoE Architecture: Employs a revolutionary MoE design with zero-computation experts and shortcut-connected MoE, optimizing resource utilization and enabling low-latency, high-throughput inference. Primary Value and User Solutions: LongCat Flash addresses the growing demand for high-performance, cost-effective, and accessible large language models. Its ultra-fast processing speed and reduced operational costs make it an attractive solution for developers and businesses seeking to integrate advanced language capabilities into their applications. The open-source nature of LongCat Flash encourages innovation and collaboration, allowing users to customize and enhance the model to meet specific needs. By excelling in complex reasoning tasks and agentic scenarios, LongCat Flash empowers users to develop sophisticated AI applications that require nuanced understanding and decision-making abilities. Show More When users leave Foolgry reviews, G2 also collects common questions about the day-to-day use of Foolgry. These questions are then answered by our community of 850k professionals. Submit your question below and join in on the G2 Discussion. * * * ### 0.0 Nps Score ### All Foolgry Discussions Search Most CommentedMost HelpfulCommon QuestionsNewest All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Common Questions Newest Filter by All Discussions Discussions with Comments Common Questions Discussions without Comments Sorry... There are no questions about Foolgry yet. ## Start a New Software Discussion Have a software question? Get answers from real users and experts [Start A Discussion](/products/foolgry/discussions/new?entry_point=discussions%23product) * * * ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_c1293802eb4cbd5c095e64101ca4d551/foolgry.png "Product Avatar Image") ### Have you used Foolgry before? Answer a few questions to help the Foolgry community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/login?context=product_review&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ffoolgry%2Fdiscuss%3Fsmall_ask%3Dfoolgry) No