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
Affordable
Low cost. Suitable for sustained use and high-volume interactions.
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