# Hy3 Preview vs ZAYA1-74B-Preview

> Side-by-side benchmark comparison for Hy3 Preview and ZAYA1-74B-Preview across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/hy3-preview-vs-zaya1-74b-preview
- Last updated: September 23, 2026

- Shared sourced benchmarks: 3
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.6

## Quick Verdict

Evidence is too thin for a benchmark verdict: Hy3 Preview and ZAYA1-74B-Preview share only 3 sourced benchmark rows.

## Summary

- Only 3 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.

## Model Snapshot

| Property | Hy3 Preview | ZAYA1-74B-Preview |
|----------|----------|----------|
| Creator | Tencent | Zyphra |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 256K | 256K |
| Independent public score (not head-to-head) | 45.32 | null |
| Benchmarks Covered | 6 | 7 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: Coming soon
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Hy3 Preview | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 54.4% | Coming soon | Coming soon |
| Gert Labs | 36.91% | Coming soon | Coming soon |
| τ²-bench Airline | Coming soon | 56.1% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: 33.3 (Estimated · #85/135)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Hy3 Preview | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 74.4% | 53.2% | Hy3 Preview |
| Terminal-Bench 2.0 | 54.4% | Coming soon | Coming soon |
| LiveCodeBench v6 | Coming soon | 65.7% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: 39.1 (Estimated · #93/160)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Hy3 Preview | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 87.2% | 57.3% | Hy3 Preview |
| GPQA-D | 87.2% | 57.3% | Hy3 Preview |
| MMLU-Pro | Coming soon | 68.1% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: 46.9 (#86/124)
- ZAYA1-74B-Preview public-lane score: Coming soon

### Mathematics

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: Coming soon
- ZAYA1-74B-Preview public-lane score: 51.6 (Unranked · 1 rankable row)

| Benchmark | Hy3 Preview | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| AIME26 | Coming soon | 76.4% | Coming soon |

## FAQ

### Is there enough evidence to pick between Hy3 Preview and ZAYA1-74B-Preview?

Not yet. The models share only 3 sourced benchmark rows, 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)
- [ZAYA1-74B-Preview vs Hy3](/compare/hy3-vs-zaya1-74b-preview)
- [Hy3 Preview vs ZAYA1-8B](/compare/hy3-preview-vs-zaya1-8b)
- [ZAYA1-74B-Preview vs ZAYA1-8B](/compare/zaya1-74b-preview-vs-zaya1-8b)

## Explore More

- [Hy3 Preview profile](/models/hy3-preview)
- [ZAYA1-74B-Preview profile](/models/zaya1-74b-preview)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)