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Hy3 preview

tencent/hy3-preview
  • Tencent
  • Family · Hy3
  • Released 23 Apr 2026
  • Open weights
  • Text → Text
  • Reasoning · adjustable
  • Tools
Not on OSMEXO yet
Spec & list price
Context256K
Max output236K
Input / 1M$0.18
Output / 1M$0.603.3× input
Scores · standing
Intelligence22.7#116/490
Usage
Tokens / day397.5M▼ 27% 7d
Usage rank#238
Requests / day53.8K
Tool calls / req0.02
Per request · 30 days
Avg input4.1K0.3× median
Avg output1.5K2.2× median
Cache hit50%0.7× median
Reasoning share84%1.5× median
Tool-call failures4.1%2.1× median

Consumption

333.3M666.7M1.0B3 Oct17 Oct1 Nov
Peak 945.2M 30 SepLow 283.3M 1 NovRank today #238

News & trends

Trending · 14 days

Benchmarks

bar = share of the top score · Benchmark data: Artificial Analysis
τ²-Bench#41 of 319
92.7%
GPQA Diamond#73 of 445
86.7%
IFBench#91 of 328
63.1%
Long-context reasoning#169 of 393
64.7%
Terminal-Bench Hard#62 of 311
34.1%
Humanity's Last Exam#108 of 465
27.8%
Intelligence index#116 of 490
22.7
Speed · median across providers, latest day
Output speed#127/33479 tok/s1.2× faster than median
First token#3053.73 s3.6× longer than median

#5 cheapest of 31 with a similar score

Value
Intelligence Index
17.52022.52527.5$0.2$0.5$1Hy3 preview
Blended price per 1M tokens (log)
Family progress
Intelligence Index
1618202224Hy3 preview
  • Family releases22.7

Technical details

Reasoning
on · high
Tokenizer
Other
License
other
Parameters
299B
Moderation
none
Downloads · likes
66.8K · 314
Reasoning effort
  • high · default
  • low
  • none
Request parameters 9
  • tools
  • tool_choice
  • reasoning
  • reasoning_effort
  • include_reasoning
  • temperature
  • top_p
  • max_tokens
  • seed

When to use

Best for

  • Agent workflows that call tools
  • Graduate-level science question answering
  • Long document reasoning
  • Instruction-following assistants
  • Self-hosted open-weight deployments

Think twice for

  • Image or video understanding
  • Production use that needs a stable release
  • Strict structured-output pipelines
  • Hardest terminal-style agent runs

Same family

Hy3

Alternatives

other vendors · similar capability

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