Model profile
Hy3
Evidence coverage
14 of 323 tracked benchmarks are published. 0 are verified and 14 provisional. 5 of 8 categories are measured.
- Published / tracked
- 14 / 323
- Verified
- 0
- Provisional
- 14
- Categories with evidence
- 5 / 8
Evidence by category
- Agentic3 benchmarksReported
- Coding2 benchmarksReported
- Reasoning2 benchmarksReported
- Knowledge6 benchmarksReported
- Math0 benchmarksNot measured
- Multilingual0 benchmarksNot measured
- Multimodal1 benchmarkReported
- Inst. Following0 benchmarksNot measured
Hy3 ranks #80 out of 200 models on the public leaderboard with an overall score of 55.64/100. It does not yet have enough sourced coverage for BenchLM's verified leaderboard. While not a frontier model, it offers specific advantages depending on the use case.
Hy3 is a open weight model with a 256K token context window. It uses explicit chain-of-thought reasoning, which typically improves performance on math and complex reasoning tasks at the cost of higher latency and token usage.
Hy3 sits inside the Hy3 family alongside Hy3 Preview. BenchLM links it directly to Hy3 Preview as the earlier related model in that lineage. This profile currently has 14 of 323 tracked benchmarks. BenchLM only exposes non-generated benchmark rows publicly, so missing categories stay blank until a sourced evaluation is available.
Its strongest category is Coding (#34), while its weakest is Agentic (#39). This performance profile makes it particularly well-suited for software development and code generation tasks.
Peer position
Exact provisional scores and ranks for the closest listed peers. A score can appear before a model clears the evidence threshold for a rank, so equal scores can have different rank states.
Range 55.15–56.02
- Qwen3 235B 2507AlibabaCompare#7856.02Qwen3 235B 2507 is #78 with a score of 56.02.
- Trinity-Large-PreviewArcee AICompare#7955.94Trinity-Large-Preview is #79 with a score of 55.94.
- Hy3Current modelTencent#8055.64Hy3 is #80 with a score of 55.64.
- DeepSeek V4 Pro (High)DeepSeekCompare#8155.47DeepSeek V4 Pro (High) is #81 with a score of 55.47.
- DeepSeek V3.2DeepSeekCompare#8255.4DeepSeek V3.2 is #82 with a score of 55.4.
- Gemini 3.1 ProGoogleCompare#8355.3Gemini 3.1 Pro is #83 with a score of 55.3.
- GPT-5 (medium)OpenAICompare#8455.15GPT-5 (medium) is #84 with a score of 55.15.
Category percentile
More
Relative position among models eligible for each sourced category. A higher percentile means a stronger position within that category's ranked cohort; 100 is highest.
- Coding73%Eligible cohort rank #34 of 122Category score 55.3
- Agentic68%Eligible cohort rank #39 of 119Category score 51.8
Category evidence
Scores and ranks appear only where this model has published benchmark evidence. Categories without displayable source records remain not measured.
| Category | Score | Rank | Percentile | Weight | Benchmarks | Evidence |
|---|---|---|---|---|---|---|
| AgenticRank #39 of 119Percentile 68thWeight 22%3 benchmarksReported | 51.8 | #39 of 119 | 68th | 22% | 3 benchmarks | Reported |
| CodingRank #34 of 122Percentile 73rdWeight 20%2 benchmarksReported | 55.3 | #34 of 122 | 73rd | 20% | 2 benchmarks | Reported |
| ReasoningWeight 17%2 benchmarksReported | Score pending | Not ranked | Not available | 17% | 2 benchmarks | Reported |
| KnowledgeWeight 12%6 benchmarksReported | Score pending | Not ranked | Not available | 12% | 6 benchmarks | Reported |
| MathWeight 5%0 benchmarksNot measured | Not measured | Not ranked | Not available | 5% | 0 benchmarks | Not measured |
| MultilingualWeight 7%0 benchmarksNot measured | Not measured | Not ranked | Not available | 7% | 0 benchmarks | Not measured |
| MultimodalWeight 12%1 benchmarkReported | Score pending | Not ranked | Not available | 12% | 1 benchmark | Reported |
| Inst. FollowingWeight 5%0 benchmarksNot measured | Not measured | Not ranked | Not available | 5% | 0 benchmarks | Not measured |
Benchmark Details
Rows below have a displayable published verification record. Each source link and provenance note remains in the page HTML while its category is closed. Source-unverified manual rows and generated rows stay hidden.
Agentic3 benchmarks
Artificial Analysis Agentic Index
GDPval-AA normalized
Coding2 benchmarks
Artificial Analysis SciCode
Artificial Analysis Coding Index
Reasoning2 benchmarks
Artificial Analysis Long Context Reasoning
Critical Physics Tasks
Knowledge6 benchmarks
Artificial Analysis GPQA Diamond
Artificial Analysis Humanity's Last Exam
Artificial Analysis Omniscience Index
Artificial Analysis Omniscience Accuracy
Artificial Analysis Omniscience Hallucination Rate
Multimodal1 benchmark
Design Arena Website Elo
Frequently Asked Questions
How does Hy3 perform overall in AI benchmarks?
Hy3 has 14 published benchmark scores on BenchLM, but it does not yet have enough non-generated coverage to receive a global overall rank.
Is Hy3 good for knowledge and understanding?
Hy3 has visible benchmark coverage in knowledge and understanding, but BenchLM does not currently assign it a global category rank there.
Is Hy3 good for coding and programming?
Hy3 ranks #34 out of 122 models in coding and programming benchmarks with an average score of 55.3. There are stronger options in this category.
Is Hy3 good for reasoning and logic?
Hy3 has visible benchmark coverage in reasoning and logic, but BenchLM does not currently assign it a global category rank there.
Is Hy3 good for agentic tool use and computer tasks?
Hy3 ranks #39 out of 119 models in agentic tool use and computer tasks benchmarks with an average score of 51.8. There are stronger options in this category.
Is Hy3 good for multimodal and grounded tasks?
Hy3 has visible benchmark coverage in multimodal and grounded tasks, but BenchLM does not currently assign it a global category rank there.
Is Hy3 open source?
Yes, Hy3 is an open weight model created by Tencent, meaning it can be downloaded and run locally or fine-tuned for specific use cases.
Which sibling models are related to Hy3?
Hy3 belongs to the Hy3 family. Related variants on BenchLM include Hy3 Preview.
Does Hy3 have full benchmark coverage on BenchLM?
Not yet. Hy3 currently has 14 published benchmark scores out of the 323 benchmarks BenchLM tracks. BenchLM only exposes non-generated public benchmark rows, so missing categories stay blank until a sourced evaluation is available.
What is the context window size of Hy3?
Hy3 has a published context window of 256K, which determines how much text it can process in a single interaction.
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