Hy3 is a 295B-parameter Mixture-of-Experts model from Tencent (21B active, 192 experts with top-8 routing) built for reasoning, agentic workflows, and real-world production use. It supports a configurable reasoning effort:...
Performance Tier
Balanced
Tencent Hy3 is a balanced model from Tencent : strong performance at a reasonable price.
Strong cost-performance ratio. Reliable for most professional use cases without premium pricing.
Pricing
This model is included in Elosia plans
Eco
Minimal cost. Ideal for very high volume or simple tasks.
Sparse mixture of experts: 192 experts with top-8 routing over 80 layers, so each token engages only a small share of the network
Agentic search is an explicit evaluation axis, with multi-step browsing and deep-search suites reported next to the coding and reasoning ones
Genuine openness: Apache 2.0 weights plus a published FP8 build, documented vLLM and SGLang deployment, and only 21B active parameters out of 295B, which keeps the per-token compute low
Tool calling through a dedicated hy_v3 parser, on a 262K-token context window with up to 128K of output
Limitations
Weak factual coverage: faced with a question it does not master, it invents more often than it abstains, which tempers the anti-hallucination claim of the model card
Competition mathematics is the soft axis, in Tencent's own table, well behind its scientific reasoning. Text only, no multimodality