# Qwen3.6-35B-A3B vs ZAYA1-74B-Preview

> Side-by-side benchmark comparison for Qwen3.6-35B-A3B and ZAYA1-74B-Preview across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-6-35b-a3b-vs-zaya1-74b-preview
- Last updated: September 23, 2026

- Shared sourced benchmarks: 4
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.6

## Quick Verdict

Pick ZAYA1-74B-Preview if you want the stronger benchmark profile. Qwen3.6-35B-A3B only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- ZAYA1-74B-Preview leads overall 45 to 41.55.
- The clearest category separation is in mathematics, where the averages are 70.7 for Qwen3.6-35B-A3B and 51.6 for ZAYA1-74B-Preview.
- The biggest single benchmark swing is GPQA in Knowledge, with scores of 86% and 57.3%.
- Qwen3.6-35B-A3B also has the larger context window at 262K.

## Model Snapshot

| Property | Qwen3.6-35B-A3B | ZAYA1-74B-Preview |
|----------|----------|----------|
| Creator | Alibaba | Zyphra |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 256K |
| Overall Score | 41.55 | null |
| Benchmarks Covered | 41 | 7 |
| Pricing (input/output) | N/A | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Qwen3.6-35B-A3B public-lane score: 29.6 (Estimated · #67/105)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.6-35B-A3B | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 51.5% | Coming soon | Coming soon |
| Claw-Eval | 68.7% | Coming soon | Coming soon |
| QwenClawBench | 52.6% | Coming soon | Coming soon |
| QwenWebBench | 1397 | Coming soon | Coming soon |
| τ³-bench results | 67.2% | Coming soon | Coming soon |
| VITA-Bench | 35.6% | Coming soon | Coming soon |
| DeepPlanning | 25.9% | Coming soon | Coming soon |
| Toolathlon | 26.9% | Coming soon | Coming soon |
| MCP Atlas | 62.8% | Coming soon | Coming soon |
| WideResearch | 60.1% | Coming soon | Coming soon |
| Gert Labs | 42.65% | Coming soon | Coming soon |
| τ²-bench Airline | Coming soon | 56.1% | Coming soon |

### Coding

- Winner: Not comparable
- Qwen3.6-35B-A3B public-lane score: 38.7 (Estimated · #65/135)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.6-35B-A3B | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 73.4% | 53.2% | Qwen3.6-35B-A3B |
| SWE Multilingual | 67.2% | Coming soon | Coming soon |
| SWE-bench Pro | 49.5% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | 51.5% | Coming soon | Coming soon |
| LiveCodeBench | 80.4% | Coming soon | Coming soon |
| NL2Repo | 29.4% | Coming soon | Coming soon |
| LiveCodeBench v6 | Coming soon | 65.7% | Coming soon |

### Reasoning

- Winner: Not comparable
- Qwen3.6-35B-A3B public-lane score: 70.3 (Unranked · 2 rankable rows)
- ZAYA1-74B-Preview public-lane score: Coming soon

### Multimodal & Grounded

- Winner: Not comparable
- Qwen3.6-35B-A3B public-lane score: 50 (#39/50)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.6-35B-A3B | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| MMMU | 81.7% | Coming soon | Coming soon |
| MMMU-Pro | 75.3% | Coming soon | Coming soon |
| RealWorldQA | 85.3% | Coming soon | Coming soon |
| OmniDocBench 1.5 | 89.9% | Coming soon | Coming soon |
| CharXiv | 78% | Coming soon | Coming soon |
| SimpleVQA | 58.9% | Coming soon | Coming soon |
| CC-OCR | 81.9% | Coming soon | Coming soon |
| AI2D_TEST | 92.7% | Coming soon | Coming soon |
| RefCOCO (avg) | 92.0% | Coming soon | Coming soon |
| ODINW13 | 50.8% | Coming soon | Coming soon |
| Video-MME (with subtitle) | 86.6% | Coming soon | Coming soon |
| Video-MME (w/o subtitle) | 82.5% | Coming soon | Coming soon |
| VideoMMMU | 83.7% | Coming soon | Coming soon |
| MLVU (M-Avg) | 86.2% | Coming soon | Coming soon |

### Knowledge

- Winner: Not comparable
- Qwen3.6-35B-A3B public-lane score: 40.7 (Estimated · #84/160)
- ZAYA1-74B-Preview public-lane score: Coming soon

| Benchmark | Qwen3.6-35B-A3B | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | 85.2% | 68.1% | Qwen3.6-35B-A3B |
| SuperGPQA | 64.7% | Coming soon | Coming soon |
| C-Eval | 90% | Coming soon | Coming soon |
| GPQA | 86% | 57.3% | Qwen3.6-35B-A3B |
| HLE | 21.4% | Coming soon | Coming soon |
| GPQA-D | Coming soon | 57.3% | Coming soon |

### Instruction Following

- Winner: Not comparable
- Qwen3.6-35B-A3B public-lane score: 76.8 (#57/124)
- ZAYA1-74B-Preview public-lane score: Coming soon

### Mathematics

- Winner: Not comparable
- Qwen3.6-35B-A3B public-lane score: 70.7 (Unranked · 5 rankable rows)
- ZAYA1-74B-Preview public-lane score: 51.6 (Unranked · 1 rankable row)

| Benchmark | Qwen3.6-35B-A3B | ZAYA1-74B-Preview | Winner |
|-----------|-----------|-----------|--------|
| HMMT Feb 2025 | 90.7% | Coming soon | Coming soon |
| HMMT Nov 2025 | 89.1% | Coming soon | Coming soon |
| HMMT Feb 2026 | 83.6% | Coming soon | Coming soon |
| MMAnswerBench | 78.9% | Coming soon | Coming soon |
| AIME26 | 92.7% | 76.4% | Qwen3.6-35B-A3B |

## FAQ

### Which is better overall, Qwen3.6-35B-A3B or ZAYA1-74B-Preview?

ZAYA1-74B-Preview is ahead overall on BenchLM right now.

### Where is the biggest gap between Qwen3.6-35B-A3B and ZAYA1-74B-Preview?

The widest category gap is in mathematics, where the averages are 70.7 for Qwen3.6-35B-A3B and 51.6 for ZAYA1-74B-Preview.

### How many benchmarks does Qwen3.6-35B-A3B cover on BenchLM?

Qwen3.6-35B-A3B 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

- [Qwen3.6-35B-A3B vs ZAYA1-8B](/compare/qwen3-6-35b-a3b-vs-zaya1-8b)
- [ZAYA1-74B-Preview vs ZAYA1-8B](/compare/zaya1-74b-preview-vs-zaya1-8b)
- [Qwen3.6-35B-A3B vs ZAYA1-VL-8B](/compare/qwen3-6-35b-a3b-vs-zaya1-vl-8b)
- [ZAYA1-74B-Preview vs ZAYA1-VL-8B](/compare/zaya1-74b-preview-vs-zaya1-vl-8b)

## Explore More

- [Qwen3.6-35B-A3B profile](/models/qwen3-6-35b-a3b)
- [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)