US EditionHow Moonshot's Kimi K2.5 Helps AI Builders Spin up Agent Swarms Easier than Ever
Moonshot AI's Kimi K2.5 supports up to 100 coordinated agents and 1,500 tool calls, enabling faster, cheaper visual coding with a Modified MIT license for hyperscale use.
- On January 27, 2026, China-based startup Moonshot AI released the open-source Kimi K2.5 model and the open-source Kimi Code tool, which integrates with IDEs like VSCode and Cursor.
- Trained on 15 trillion mixed visual and text tokens, Kimi K2.5 upgrades Kimi K2 into a coding and vision model embedding agent swarm orchestration.
- Benchmarks show that Kimi K2.5 scored 50.2% on the Humanity's Last Exam and 76.8% on SWE-bench Verified, while its visual debugging and website reconstruction features enable reasoning over videos.
- Enterprises can scale more efficiently as Kimi K2.5 self-directs 100 sub-agents and 1,500 tool calls, while its Modified MIT License requires `Kimi K2.5` attribution for over 100 million MAU or $20 million USD monthly revenue.
- Moonshot's backers and founder position it strongly after raising $500 million last month at a $4.3 billion valuation, facing rivals like Deepseek set to launch next month and Anthropic with $1 billion ARR.
14 Articles
14 Articles
How Moonshot's Kimi K2.5 helps AI builders spin up agent swarms easier than ever
Chinese company Moonshot AI upgraded its open-sourced Kimi K2 model, transforming it into a coding and vision model with an architecture that supports an agent swarm orchestration. The new model, Moonshot Kimi K2.5, is a good option for enterprises that want agents that can automatically pass off actions instead of having a framework be a central decision-maker.The company characterized Kimi K2.5 as an “all-in-one model” that supports both visua…
Kimi K2.5 Beats Gemini 3 on Price While Matching Skills in Real Projects
What if the best AI model wasn’t locked behind a paywall or proprietary restrictions? Imagine an open source powerhouse that not only rivals but outright outperforms industry giants like Gemini 3 and Opus 4.5. World of AI explores how Kimi K2.5, developed by Moonshot AI, is redefining the landscape of artificial intelligence with its new […] The post Kimi K2.5 Beats Gemini 3 on Price While Matching Skills in Real Projects appeared first on Geeky…
Moonshot K2.5 AI Raises the Stakes as China’s Model Makers Brace for DeepSeek’s Next Move
China’s artificial intelligence race is entering a sharper, more consequential phase, and Alibaba-backed Moonshot AI is signaling that it intends to remain among the front-runners. With the release of an upgraded version of its flagship Kimi model, the company is not just shipping new features. It is making a statement about where it believes the […] The post Moonshot K2.5 AI Raises the Stakes as China’s Model Makers Brace for DeepSeek’s Next Mo…
In an artificial intelligence race increasingly dominated by American ads, the Chinese startup Moonshot AI has just launched a cobblestone in the pond with Kimi K2.5, a model that could well redistribute the cards.
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