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Hunyuan 3 Preview

Open Source

TencentReleased on 2026-04-23

Tencent's first open-source release after a full rebuild of its pretraining and RL infrastructure. 295B MoE with 21B active parameters, 256K context, and hybrid fast/slow thinking. Scores 74.4 on SWE-Bench Verified and 87.2 on GPQA Diamond, with notable gains in coding and long-horizon agent tasks (drives up to 495-step tool-use chains). Led by chief AI scientist Shunyu Yao (ex-OpenAI, ReAct and Tree-of-Thoughts contributor).

84
Overall Score

Core Specs

262K
Context Window
33K
Max Output
ReasoningOpen Sourcetext

Pros & Cons

Sentiment0% +0% ·0% −

Pros

  • +Open weights (Tencent Hy Community License)
  • +295B MoE with only 21B active — large-model quality at mid-model inference cost
  • +256K native context
  • +Strong coding + agent benchmarks (SWE-Bench 74.4, TerminalBench 54.4)
  • +Multi-token prediction (MTP) layer for speculative decoding

Cons

  • Released <24h ago — real-world feedback thin
  • Not fully Apache-licensed — community license has commercial-scale restrictions
  • Deployment requires 8× H20-3e-class GPUs for full precision
  • Text-only (no vision)

Pricing

Input (per 1M tokens)$0.00
Output (per 1M tokens)$0.00
Free trial available
Updated on 2026-04-24

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Benchmarks

sweBenchVerified74.4%
terminalBench254.4%
gpqaDiamond87.2%
hle30%
mmlu87.42%
mmluPro65.76%
math76.28%
gsm8k95.37%
liveCodeBenchV634.86%

Reliability

Incidents (30d)0