# Hy3 Preview Benchmark Scores & Performance

> Hy3 Preview by Tencent scores 45.32/100 overall, ranking #95 out of 507 AI models.

Canonical page: https://benchlm.ai/models/hy3-preview

Last updated: September 23, 2026

## Model Details

| Property | Value |
|----------|-------|
| Creator | Tencent |
| Source Type | Open Weight |
| Reasoning Type | Reasoning |
| Context Window | 256K |
| Overall Score | 45.32/100 |
| Overall Rank | #95 of 507 |

## Family & Coverage

- Family: Hy3
- Variant: preview (preview)
- Benchmarks covered: 22 of 482
- Sibling models: [Hy3](/models/hy3)
- Coverage note: BenchLM currently has partial benchmark coverage for this model, so the overall score is conservative.

## Agentic Benchmarks

| Benchmark | Score |
|-----------|-------|
| [Terminal-Bench 2.0](/benchmarks/terminal-bench-2) | 54.4% |
| [Gert Labs](/benchmarks/gertlabs) | 36.91% |
| [GDPval-AA](/benchmarks/gdpvalaanormalized) | 35.8% |
| [AA Agentic Index](/benchmarks/aaagenticindex) | 25.6% |
| [GDPval-AA](/benchmarks/gdpvalaa) | 1136 |

## Coding Benchmarks

| Benchmark | Score |
|-----------|-------|
| [SWE-bench Verified](/benchmarks/swe-bench-verified) | 74.4% |
| [Terminal-Bench 2.0](/benchmarks/terminal-bench-2) | 54.4% |
| [SciCode](/benchmarks/scicode) | 41.2% |
| [AA-SciCode](/benchmarks/aascicode) | 48.6% |
| [AA Coding Index](/benchmarks/aacodingindex) | 58.8% |

## Reasoning Benchmarks

| Benchmark | Score |
|-----------|-------|
| [AA-LCR](/benchmarks/lcr) | 66.7% |
| [CritPt](/benchmarks/critpt) | 4.9% |

## Knowledge Benchmarks

| Benchmark | Score |
|-----------|-------|
| [Artificial Analysis Intelligence Index](/benchmarks/artificialanalysis) | 41.2% |
| [GPQA](/benchmarks/gpqa) | 87.2% |
| [GPQA-D](/benchmarks/gpqa-diamond) | 87.2% |
| [HLE](/benchmarks/hle) | 25.5% |
| [AA-Omniscience Accuracy](/benchmarks/omniscienceaccuracy) | 31.5% |
| [AA-Omniscience Hallucination Rate](/benchmarks/omnisciencehallucinationrate) | 73.0% |
| [AA-GPQA Diamond](/benchmarks/aagpqadiamond) | 89.7% |
| [AA-HLE](/benchmarks/aahle) | 33.5% |
| [AA-Omniscience Index](/benchmarks/aaomniscienceindex) | -18.5% |

## Instruction Following Benchmarks

| Benchmark | Score |
|-----------|-------|
| [IFBench](/benchmarks/ifbench) | 63.1% |

## Other Tencent Models

- [Hy4 preview](/models/hy4-preview) - Score: 59.67
- [Hy3](/models/hy3) - Score: 51.46
- [UI-Mate-27B](/models/ui-mate-27b) - Score: not computed
- [UI-Mate-9B](/models/ui-mate-9b) - Score: not computed
- [AuK](/models/tencent-auk) - Score: not computed
- [Hy ASR 3.0 preview](/models/hy-asr-3-0-preview) - Score: not computed
- [Hy-MT2-1.8B](/models/hy-mt2-1-8b) - Score: not computed
- [Hy-MT2-30B-A3B](/models/hy-mt2-30b-a3b) - Score: not computed