# Qwen3.7 Max vs Soofi S 30B-A3B

> Side-by-side benchmark comparison for Qwen3.7 Max and Soofi S 30B-A3B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-7-max-vs-soofi-s-30b-a3b
- Last updated: October 14, 2026

- Shared sourced benchmarks: 3
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Qwen3.7 Max and Soofi S 30B-A3B 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.
- Soofi S 30B-A3B has the lower published output-token price.

## Model Snapshot

| Property | Qwen3.7 Max | Soofi S 30B-A3B |
|----------|----------|----------|
| Creator | Alibaba | Soofi Project |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 1M | 1M |
| Independent public score (not head-to-head) | 62.34 | null |
| Benchmarks Covered | 43 | 8 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Qwen3.7 Max public-lane score: 39.6 (Supported · #64/124)
- Soofi S 30B-A3B public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | Soofi S 30B-A3B | 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 |

### Coding

- Winner: Insufficient shared evidence
- Qwen3.7 Max public-lane score: 44.6 (Supported · #54/149)
- Soofi S 30B-A3B public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | Soofi S 30B-A3B | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 80.4% | Coming soon | Coming soon |
| 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 v6 | 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 |
| HumanEval | Coming soon | 73.8% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Qwen3.7 Max public-lane score: 82.3 (Unranked · 3 rankable rows)
- Soofi S 30B-A3B public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | Soofi S 30B-A3B | Winner |
|-----------|-----------|-----------|--------|
| MRCRv2 | 90.4% | Coming soon | Coming soon |
| CritPt | 13.4% | Coming soon | Coming soon |
| BBH | Coming soon | 78.8% | Coming soon |
| DROP | Coming soon | 66.5% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Qwen3.7 Max public-lane score: 61.1 (Supported · #45/181)
- Soofi S 30B-A3B public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | Soofi S 30B-A3B | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 92.4% | 43.4% | Qwen3.7 Max |
| GPQA-D | 92.4% | 43.4% | Qwen3.7 Max |
| HLE | 41.4% | Coming soon | Coming soon |
| MMLU-Pro | 89.6% | 51.4% | 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 |
| AGIEval | Coming soon | 66.9% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- Qwen3.7 Max public-lane score: 100 (#1/17)
- Soofi S 30B-A3B public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | Soofi S 30B-A3B | 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: Insufficient shared evidence
- Qwen3.7 Max public-lane score: 92.8 (#16/128)
- Soofi S 30B-A3B public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | Soofi S 30B-A3B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 94.3% | Coming soon | Coming soon |
| IFBench | 79.1% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Qwen3.7 Max public-lane score: 79 (#2/12)
- Soofi S 30B-A3B public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | Soofi S 30B-A3B | Winner |
|-----------|-----------|-----------|--------|
| HMMT Feb 2026 | 97.1% | Coming soon | Coming soon |
| IMOAnswerBench | 90.0% | Coming soon | Coming soon |
| Apex | 44.5% | Coming soon | Coming soon |
| FrontierMath v2 (Tiers 1-3) | 64.561% | Coming soon | Coming soon |
| FrontierMath v2 (Tier 4) | 34.146% | Coming soon | Coming soon |
| GSM8K | Coming soon | 86.1% | Coming soon |

## FAQ

### Is there enough evidence to pick between Qwen3.7 Max and Soofi S 30B-A3B?

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

- [Qwen3.7 Max vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-7-max)
- [Soofi S 30B-A3B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-soofi-s-30b-a3b)
- [Qwen3.7 Max vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-qwen3-7-max)
- [Soofi S 30B-A3B vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-soofi-s-30b-a3b)

## Explore More

- [Qwen3.7 Max profile](/models/qwen3-7-max)
- [Soofi S 30B-A3B profile](/models/soofi-s-30b-a3b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)