# Qwen3.7 Plus vs ZAYA1-74B-Preview

> Side-by-side benchmark comparison for Qwen3.7 Plus and ZAYA1-74B-Preview across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-7-plus-vs-zaya1-74b-preview
- Last updated: September 4, 2026

- Shared sourced benchmarks: 4
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick Qwen3.7 Plus if you want the stronger benchmark profile. ZAYA1-74B-Preview only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Qwen3.7 Plus leads overall 62.29 to 45.
- The clearest category separation is in mathematics, where the averages are 78.3 for Qwen3.7 Plus and 56.4 for ZAYA1-74B-Preview.
- The biggest single benchmark swing is GPQA in Knowledge, with scores of 90.3% and 57.3%.
- Qwen3.7 Plus also has the larger context window at 1M.

## Model Snapshot

| Property | Qwen3.7 Plus | ZAYA1-74B-Preview |
|----------|----------|----------|
| Creator | Alibaba | Zyphra |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 256K |
| Overall Score | 62.29 | null |
| Benchmarks Covered | 52 | 7 |
| Pricing (input/output) | N/A | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Qwen3.7 Plus public-lane score: 37.7 (Supported · #126/151)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.7 Plus | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 70.3% | Coming soon | Coming soon |
| QwenClawBench | 61.8% | Coming soon | Coming soon |
| Claw-Eval | 62.7% | Coming soon | Coming soon |
| BFCL v4 | 72.9% | Coming soon | Coming soon |
| MCP Atlas | 73.2% | Coming soon | Coming soon |
| VITA-Bench | 45.6% | Coming soon | Coming soon |
| DeepPlanning | 62.3% | Coming soon | Coming soon |
| OSWorld-Verified | 73.3% | Coming soon | Coming soon |
| AndroidWorld | 81.0% | Coming soon | Coming soon |
| OSWorld 2.0 | 2.8% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 52.8% | Coming soon | Coming soon |
| τ²-bench Airline | Coming soon | 56.1% | Coming soon |

### Coding

- Winner: Coming soon
- Qwen3.7 Plus public-lane score: 53.1 (Estimated · #51/183)
- ZAYA1-74B-Preview public-lane score: 49.1 (Estimated · #79/183)

| Benchmark | Qwen3.7 Plus | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 70.3% | Coming soon | Coming soon |
| SWE-bench Verified | 77.7% | 53.2% | Qwen3.7 Plus |
| SWE-bench Pro | 57.6% | Coming soon | Coming soon |
| SWE Multilingual | 75.8% | Coming soon | Coming soon |
| NL2Repo | 41.1% | Coming soon | Coming soon |
| SciCode | 51.3% | Coming soon | Coming soon |
| LiveCodeBench | 89.6% | Coming soon | Coming soon |
| LiveCodeBench v6 | Coming soon | 65.7% | Coming soon |

### Multimodal & Grounded

- Winner: Coming soon
- Qwen3.7 Plus public-lane score: 72.5 (#18/48)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.7 Plus | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | 79% | Coming soon | Coming soon |
| MathVision | 90.3% | Coming soon | Coming soon |
| CharXiv | 85.9% | Coming soon | Coming soon |
| ERQA | 69.8% | Coming soon | Coming soon |
| MedXpertQA (MM) | 71.0% | Coming soon | Coming soon |
| ScreenSpot Pro | 79.0% | Coming soon | Coming soon |
| SimpleVQA | 81.7% | Coming soon | Coming soon |
| MMSearch-Plus | 41.4% | Coming soon | Coming soon |
| RealWorldQA | 86.9% | Coming soon | Coming soon |
| OmniDocBench 1.5 | 91.4% | Coming soon | Coming soon |
| OCRBench V2 | 70.7% | Coming soon | Coming soon |
| ODINW13 | 51.1% | Coming soon | Coming soon |
| Video-MME (with subtitle) | 88.0% | Coming soon | Coming soon |
| VideoMMMU | 85.4% | Coming soon | Coming soon |
| MLVU (M-Avg) | 87.4% | Coming soon | Coming soon |

### Reasoning

- Winner: Coming soon
- Qwen3.7 Plus public-lane score: 73.7 (Unranked · 3 rankable rows)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.7 Plus | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| CritPt | 9.1% | Coming soon | Coming soon |
| MRCRv2 | 91.7% | Coming soon | Coming soon |

### Knowledge

- Winner: Coming soon
- Qwen3.7 Plus public-lane score: 56.8 (Estimated · #50/181)
- ZAYA1-74B-Preview public-lane score: 46.6 (Estimated · #107/181)

| Benchmark | Qwen3.7 Plus | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 90.3% | 57.3% | Qwen3.7 Plus |
| GPQA-D | 90.3% | 57.3% | Qwen3.7 Plus |
| HLE | 34.7% | Coming soon | Coming soon |
| MMLU-Pro | 88.5% | 68.1% | Qwen3.7 Plus |
| MMLU-Redux | 94.5% | Coming soon | Coming soon |
| SuperGPQA | 71.4% | Coming soon | Coming soon |
| MMMLU | 89.0% | Coming soon | Coming soon |

### Instruction Following

- Winner: Coming soon
- Qwen3.7 Plus public-lane score: 91.1 (#17/120)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.7 Plus | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 94.6% | Coming soon | Coming soon |
| IFBench | 79.1% | Coming soon | Coming soon |

### Multilingual

- Winner: Coming soon
- Qwen3.7 Plus public-lane score: 78.9 (#3/12)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.7 Plus | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | 85.4% | Coming soon | Coming soon |
| NOVA-63 | 58.8% | Coming soon | Coming soon |
| INCLUDE | 83.0% | Coming soon | Coming soon |
| MAXIFE | 88.8% | Coming soon | Coming soon |
| PolyMath | 84.0% | Coming soon | Coming soon |

### Mathematics

- Winner: Coming soon
- Qwen3.7 Plus public-lane score: 78.3 (Unranked · 3 rankable rows)
- ZAYA1-74B-Preview public-lane score: 56.4 (Unranked · 1 rankable row)

| Benchmark | Qwen3.7 Plus | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| HMMT Feb 2026 | 92.9% | Coming soon | Coming soon |
| IMOAnswerBench | 86.0% | Coming soon | Coming soon |
| Apex | 22.7% | Coming soon | Coming soon |
| AIME26 | Coming soon | 76.4% | Coming soon |

## FAQ

### Which is better overall, Qwen3.7 Plus or ZAYA1-74B-Preview?

Qwen3.7 Plus is ahead overall on BenchLM right now.

### Where is the biggest gap between Qwen3.7 Plus and ZAYA1-74B-Preview?

The widest category gap is in mathematics, where the averages are 78.3 for Qwen3.7 Plus and 56.4 for ZAYA1-74B-Preview.

### How many benchmarks does Qwen3.7 Plus cover on BenchLM?

Qwen3.7 Plus currently has 52 sourced benchmark scores on BenchLM.

### How many benchmarks does ZAYA1-74B-Preview cover on BenchLM?

ZAYA1-74B-Preview currently has 7 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Qwen3.7 Plus vs ZAYA1-8B](/compare/qwen3-7-plus-vs-zaya1-8b)
- [ZAYA1-74B-Preview vs ZAYA1-8B](/compare/zaya1-74b-preview-vs-zaya1-8b)
- [Qwen3.7 Plus vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-qwen3-7-plus)
- [ZAYA1-74B-Preview vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-zaya1-74b-preview)

## Explore More

- [Qwen3.7 Plus profile](/models/qwen3-7-plus)
- [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)