A new open-weight frontier model just landed in Kilo. It features a massive context window, industry-leading output limits, and reasoning capabilities that rival the best proprietary models for both thinking and coding.
At Kilo, we track the global LLM landscape closely. While much of the conversation focuses on Silicon Valley, some of the most impressive recent breakthroughs in reasoning and coding efficiency are coming from top-tier open source labs in China.
Today, we are deploying a new stealth model from one of these major labs. In our internal benchmarks, it has outperformed nearly every open-weight model we’ve tested on long-context coding tasks.
Due to the stealth nature of this release, we are using its …
A new open-weight frontier model just landed in Kilo. It features a massive context window, industry-leading output limits, and reasoning capabilities that rival the best proprietary models for both thinking and coding.
At Kilo, we track the global LLM landscape closely. While much of the conversation focuses on Silicon Valley, some of the most impressive recent breakthroughs in reasoning and coding efficiency are coming from top-tier open source labs in China.
Today, we are deploying a new stealth model from one of these major labs. In our internal benchmarks, it has outperformed nearly every open-weight model we’ve tested on long-context coding tasks.
Due to the stealth nature of this release, we are using its internal codename: Giga Potato.
Don’t let the name distract you. This is an enterprise-grade reasoning engine designed for heavy lifting — and totally free for anybody to try in Kilo!
Technical Specs
The "Giga Potato" architecture is built for scale and extended interactions. It’s not just a chat model. It’s a synthesis engine.
Context Window: 256k Tokens. The LLM’s impressive context window lets you load entire repositories, comprehensive documentation, and long dependency trees into memory without truncation.
Max Output: 32k Tokens. This massive output lets Giga Potato can generate entire modules, comprehensive test suites, or detailed migration plans in a single pass.
Strict Adherence: The model is showing exceptional discipline in following system prompts, making it ideal for enterprise environments with strict linting and style guidelines. Give it a run in code reviews and let us know what you think!
Try Giga Potato in Kilo Code
**Giga Potato **is available immediately in the Kilo model selector. You’ll find it near the top of the recommended models list, or just search for "Giga Potato" 🥔
We are offering this model Free to use in Kilo during the stealth preview period. We encourage you to push the 256k context window to its limit and see what it can build.