# Hy3 Preview vs Trinity-Large-Preview

> Side-by-side benchmark comparison for Hy3 Preview and Trinity-Large-Preview across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/hy3-preview-vs-trinity-large-preview
- Last updated: September 23, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.6

## Quick Verdict

Evidence is too thin for a benchmark verdict: Hy3 Preview and Trinity-Large-Preview share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Hy3 Preview has the lower published output-token price.
- Trinity-Large-Preview has the larger published context window at 512K.

## Model Snapshot

| Property | Hy3 Preview | Trinity-Large-Preview |
|----------|----------|----------|
| Creator | Tencent | Arcee AI |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 256K | 512K |
| Independent public score (not head-to-head) | 45.32 | null |
| Benchmarks Covered | 6 | 4 |
| Pricing (input/output) | $0.00 / $0.00 | $0.25 / $1.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: Coming soon
- Trinity-Large-Preview public-lane score: Coming soon

| Benchmark | Hy3 Preview | Trinity-Large-Preview | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 54.4% | Coming soon | Coming soon |
| Gert Labs | 36.91% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: 33.3 (Estimated · #85/135)
- Trinity-Large-Preview public-lane score: Coming soon

| Benchmark | Hy3 Preview | Trinity-Large-Preview | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 74.4% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | 54.4% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: 39.1 (Estimated · #93/160)
- Trinity-Large-Preview public-lane score: Coming soon

| Benchmark | Hy3 Preview | Trinity-Large-Preview | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 87.2% | Coming soon | Coming soon |
| GPQA-D | 87.2% | 63.3% | Hy3 Preview |
| MMLU | Coming soon | 87.2% | Coming soon |
| MMLU-Pro (Arcee) | Coming soon | 75.2% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: 46.9 (#86/124)
- Trinity-Large-Preview public-lane score: Coming soon

### Mathematics

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: Coming soon
- Trinity-Large-Preview public-lane score: Coming soon

| Benchmark | Hy3 Preview | Trinity-Large-Preview | Winner |
|-----------|-----------|-----------|--------|
| AIME25 (Arcee) | Coming soon | 24.0% | Coming soon |

## FAQ

### Is there enough evidence to pick between Hy3 Preview and Trinity-Large-Preview?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Hy3 Preview vs Hy3](/compare/hy3-vs-hy3-preview)
- [Trinity-Large-Preview vs Hy3](/compare/hy3-vs-trinity-large-preview)
- [Hy3 Preview vs Trinity-Large-Thinking](/compare/hy3-preview-vs-trinity-large-thinking)
- [Trinity-Large-Preview vs Trinity-Large-Thinking](/compare/trinity-large-preview-vs-trinity-large-thinking)

## Explore More

- [Hy3 Preview profile](/models/hy3-preview)
- [Trinity-Large-Preview profile](/models/trinity-large-preview)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)