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

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

- Canonical page: https://benchlm.ai/compare/qwen3-7-max-vs-zaya1-74b-preview
- Last updated: October 2, 2026

- Shared sourced benchmarks: 4
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Pick Qwen3.7 Max 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 Max leads overall 63.46 to 47.
- The clearest category separation is in mathematics, where the averages are 81.9 for Qwen3.7 Max and 51.6 for ZAYA1-74B-Preview.
- The biggest single benchmark swing is GPQA in Knowledge, with scores of 92.4% and 57.3%.
- ZAYA1-74B-Preview is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- Qwen3.7 Max also has the larger context window at 1M.

## Model Snapshot

| Property | Qwen3.7 Max | ZAYA1-74B-Preview |
|----------|----------|----------|
| Creator | Alibaba | Zyphra |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 256K |
| Overall Score | 63.46 | null |
| Benchmarks Covered | 41 | 7 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Qwen3.7 Max public-lane score: 39.3 (Supported · #60/119)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 69.7% | Coming soon | Coming soon |
| QwenClawBench | 64.3% | Coming soon | Coming soon |
| Claw-Eval | 65.2% | Coming soon | Coming soon |
| BFCL v4 | 75.0% | Coming soon | Coming soon |
| MCP Atlas | 76.4% | Coming soon | Coming soon |
| VITA-Bench | 47.9% | Coming soon | Coming soon |
| HLE w/ tools | 53.5% | Coming soon | Coming soon |
| Gert Labs | 64.27% | Coming soon | Coming soon |
| ResearchClawBench | 18.7% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 61.0% | Coming soon | Coming soon |
| τ²-bench Airline | Coming soon | 56.1% | Coming soon |

### Coding

- Winner: Not comparable
- Qwen3.7 Max public-lane score: 45.4 (Supported · #54/144)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 80.4% | 53.2% | Qwen3.7 Max |
| SWE-bench Pro | 60.6% | Coming soon | Coming soon |
| SWE Multilingual | 78.3% | Coming soon | Coming soon |
| NL2Repo | 47.2% | Coming soon | Coming soon |
| SciCode | 53.5% | Coming soon | Coming soon |
| LiveCodeBench | 91.6% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | 69.7% | Coming soon | Coming soon |
| OpenHarmony Bench | 53.4% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 87.1% | Coming soon | Coming soon |
| SWE-bench (Vals) | 68.8% | Coming soon | Coming soon |
| LiveCodeBench v6 | Coming soon | 65.7% | Coming soon |

### Reasoning

- Winner: Not comparable
- Qwen3.7 Max public-lane score: 76.3 (Unranked · 3 rankable rows)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| MRCRv2 | 90.4% | Coming soon | Coming soon |
| CritPt | 13.4% | Coming soon | Coming soon |

### Knowledge

- Winner: Not comparable
- Qwen3.7 Max public-lane score: 59.8 (Supported · #41/171)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 92.4% | 57.3% | Qwen3.7 Max |
| GPQA-D | 92.4% | 57.3% | Qwen3.7 Max |
| HLE | 41.4% | Coming soon | Coming soon |
| MMLU-Pro | 89.6% | 68.1% | Qwen3.7 Max |
| MMLU-Redux | 95% | Coming soon | Coming soon |
| SuperGPQA | 73.6% | Coming soon | Coming soon |
| MMMLU | 90.3% | Coming soon | Coming soon |
| GPQA Diamond (Vals) | 90.2% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 89.3% | Coming soon | Coming soon |

### Multilingual

- Winner: Not comparable
- Qwen3.7 Max public-lane score: 100 (#1/16)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | 87% | Coming soon | Coming soon |
| NOVA-63 | 59.0% | Coming soon | Coming soon |
| INCLUDE | 86.2% | Coming soon | Coming soon |
| MAXIFE | 89.2% | Coming soon | Coming soon |
| PolyMath | 86.5% | Coming soon | Coming soon |

### Instruction Following

- Winner: Not comparable
- Qwen3.7 Max public-lane score: 89.2 (#17/125)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 94.3% | Coming soon | Coming soon |
| IFBench | 79.1% | Coming soon | Coming soon |

### Mathematics

- Winner: Not comparable
- Qwen3.7 Max public-lane score: 81.9 (Unranked · 3 rankable rows)
- ZAYA1-74B-Preview public-lane score: 51.6 (Unranked · 1 rankable row)

| Benchmark | Qwen3.7 Max | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| HMMT Feb 2026 | 97.1% | Coming soon | Coming soon |
| IMOAnswerBench | 90.0% | Coming soon | Coming soon |
| Apex | 44.5% | Coming soon | Coming soon |
| AIME26 | Coming soon | 76.4% | Coming soon |

## FAQ

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

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

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

The widest category gap is in mathematics, where the averages are 81.9 for Qwen3.7 Max and 51.6 for ZAYA1-74B-Preview.

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

Qwen3.7 Max currently has 41 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 Max vs ZAYA1-8B](/compare/qwen3-7-max-vs-zaya1-8b)
- [ZAYA1-74B-Preview vs ZAYA1-8B](/compare/zaya1-74b-preview-vs-zaya1-8b)
- [Qwen3.7 Max vs ZAYA1-VL-8B](/compare/qwen3-7-max-vs-zaya1-vl-8b)
- [ZAYA1-74B-Preview vs ZAYA1-VL-8B](/compare/zaya1-74b-preview-vs-zaya1-vl-8b)

## Explore More

- [Qwen3.7 Max profile](/models/qwen3-7-max)
- [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)