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tencent/hy3
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Hy3

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:...

7/6/2026
262,144 tokens
#31 Text (Chinese)

Specifications

Modalities

Input
text
Output
text

Supported Parameters

frequency_penalty
include_reasoning
logit_bias
max_completion_tokens
max_tokens
min_p
presence_penalty
reasoning
reasoning_effort
repetition_penalty
response_format
seed
stop
structured_outputs
temperature
tool_choice
tools
top_k
top_p

Max Output Tokens

262,144

Reasoning Configuration

Default
Thinking on (effort: high)
Selectable effort levels
high
low
none
Turning thinking off
Possible (reasoning.enabled: false)

How to control thinking, and what it costs

Frequently asked questions

Is Hy3 available on FastMetal?
Not at the moment. GLM 5.3 Flash, from the same lab, is available on the FastMetal API today.
What is the context window of Hy3?
262,144 tokens, shared between the prompt and the response.
How does Hy3 rank?
#60 on the public arena's Overall board (ELO 1,455). Ranks move as the leaderboard is updated.

Leaderboard

Text
OverallELO: 1,455
#60
ChineseELO: 1,517
#31
EnglishELO: 1,468
#53
frenchELO: 1,485
#41
spanishELO: 1,461
#42
russianELO: 1,466
#46
CodingELO: 1,502
#61
MathELO: 1,475
#35
Creative WritingELO: 1,423
#70
Instruction FollowingELO: 1,445
#61
Hard PromptsELO: 1,475
#64
Multi-TurnELO: 1,457
#71
Code
OverallELO: 1,510
#39