# ZAYA1-74B-Preview vs ZAYA1-VL-8B

> Side-by-side benchmark comparison for ZAYA1-74B-Preview and ZAYA1-VL-8B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/zaya1-74b-preview-vs-zaya1-vl-8b
- Last updated: September 10, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for ZAYA1-74B-Preview and ZAYA1-VL-8B.

## Summary

- ZAYA1-74B-Preview and ZAYA1-VL-8B do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | ZAYA1-74B-Preview | ZAYA1-VL-8B |
|----------|----------|----------|
| Creator | Zyphra | Zyphra |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 256K | 131K |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 7 | 5 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- ZAYA1-74B-Preview public-lane score: Coming soon
- ZAYA1-VL-8B public-lane score: Coming soon

| Benchmark | ZAYA1-74B-Preview | ZAYA1-VL-8B | Winner |
|-----------|-----------|-----------|--------|
| τ²-bench Airline | 56.1% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- ZAYA1-74B-Preview public-lane score: 46.6 (Estimated · #78/151)
- ZAYA1-VL-8B public-lane score: Coming soon

| Benchmark | ZAYA1-74B-Preview | ZAYA1-VL-8B | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | 65.7% | Coming soon | Coming soon |
| SWE-bench Verified | 53.2% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- ZAYA1-74B-Preview public-lane score: Coming soon
- ZAYA1-VL-8B public-lane score: Coming soon

| Benchmark | ZAYA1-74B-Preview | ZAYA1-VL-8B | Winner |
|-----------|-----------|-----------|--------|
| AI2D_TEST | Coming soon | 87.5% | Coming soon |
| MMMU | Coming soon | 46.0% | Coming soon |
| RealWorldQA | Coming soon | 65.0% | Coming soon |
| CountBench | Coming soon | 88.1% | Coming soon |
| RefCOCO (avg) | Coming soon | 84.3% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- ZAYA1-74B-Preview public-lane score: 44.5 (Estimated · #114/183)
- ZAYA1-VL-8B public-lane score: Coming soon

| Benchmark | ZAYA1-74B-Preview | ZAYA1-VL-8B | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | 68.1% | Coming soon | Coming soon |
| GPQA | 57.3% | Coming soon | Coming soon |
| GPQA-D | 57.3% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- ZAYA1-74B-Preview public-lane score: 56.4 (Unranked · 1 rankable row)
- ZAYA1-VL-8B public-lane score: Coming soon

| Benchmark | ZAYA1-74B-Preview | ZAYA1-VL-8B | Winner |
|-----------|-----------|-----------|--------|
| AIME26 | 76.4% | Coming soon | Coming soon |

## FAQ

### Can I compare ZAYA1-74B-Preview and ZAYA1-VL-8B on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [ZAYA1-74B-Preview vs ZAYA1-8B](/compare/zaya1-74b-preview-vs-zaya1-8b)
- [ZAYA1-VL-8B vs ZAYA1-8B](/compare/zaya1-8b-vs-zaya1-vl-8b)
- [ZAYA1-74B-Preview vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-zaya1-74b-preview)
- [ZAYA1-VL-8B vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-zaya1-vl-8b)

## Explore More

- [ZAYA1-74B-Preview profile](/models/zaya1-74b-preview)
- [ZAYA1-VL-8B profile](/models/zaya1-vl-8b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)