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[ARTICLE · art-48428] src=blog.kilo.ai ↗ pub= topic=artificial-intelligence verified=true sentiment=↑ positive

From Preview to Production: Tencent's Hy3 Model Has Arrived

Tencent released the General Availability version of its Hy3 AI model, now free for a limited time on the Kilo platform. The 295B-parameter Mixture-of-Experts model features improved reasoning, reduced hallucination rates, and enhanced tool calling, aiming to boost developer productivity in coding tasks.

read3 min views1 publishedJul 6, 2026
From Preview to Production: Tencent's Hy3 Model Has Arrived
Image: Blog (auto-discovered)

Free in Kilo for a limited time

Remember Hy3 Preview—the model that completely shook up our workflows during its trial phase? As one of our most popular free preview models for coding, it quickly became the go-to assistant for devs looking to build smarter, faster, and more efficiently.

We’re thrilled to announce that the much-anticipated General Availability (GA) release of ** Hy3, **totally free for a limited time everywhere you use

Kilo. That means you get elite, production-grade AI assistance right in your VS Code sidebar, cloud agents, our CLI, you name it! All completely free of charge with high limits thanks to compute from

Novita.

Why Hy3 is Your New Coding Superpower

Developed by the team at Tencent, the GA release of Hy3 isn’t just a minor update; it’s a massive leap forward in reasoning, agentic workflows, and production-grade stability.

Moving beyond the preview stage, the team scaled up Reinforcement Learning (RL) training and fine-tuned post-training data quality. In blind tests with real-world expert workflows, Hy3 consistently outperformed similar-sized models and rivaled flagship open-source models with 2x to 5x the parameters.

By utilizing Kilo’s VS Code extension, you can seamlessly bring these massive upgrades straight into your active workspace. Key real-world improvements in the GA release include:

Production-Grade Tool Calling: Massive upgrades to tool-call success rates and error recovery, drastically minimizing invalid calls or infinite loops while using agentic features in your editor.Plummeting Hallucinations: Thanks to rigorous data cleaning and specific training constraints, the internal hallucination rate has dropped from 12.5% to just 5.4%—meaning more accurate code syntax and fewer phantom bugs.Long-Context Intent Tracking: Upgraded multi-turn dialogue capabilities ensure your complex coding intents don’t drift or decay over long, multi-step refactoring sessions in your codebase.

In my view, Tencent’s expertise in video game development across their massive portfolio has helped improve this model’s capabilities around coding in general. It’s highly efficient (following the trend from both closed and open labs lately) and strong at both front-end and back-end development tasks.

Under the Hood: The Specs

Hy3 continues the trend of recent open-weight releases focused on both efficiency and capabilities for daily agentic work. Here are the specs:

Architecture: Mixture-of-Experts (MoE)Total Parameters: 295BActivated Parameters: 21BContext Length: 256KNumber of Experts: 192 experts, top-8 activated It’s great to see the 256K context length for Kilo users with large codebases and complex projects, and with 295B total parameters (while keeping inference lightning-fast by activating 21B parameters per token), Hy3 is perfectly engineered to parse entire files and tackle massive documentation without breaking a sweat—making it the ultimate companion for your VS Code environment.

We’ll get the stats live in PinchBench and KiloBench soon as well. Watch the Kilo Leaderboard for updates.

Start Building for Free Today

It’s time to move your daily dev projects out of the preview era and into full, robust production without ever leaving your editor.

Just select ** Tencent Hy3** from the model dropdown wherever you use Kilo. Happy coding!

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