# Claude Opus 4.7 (Adaptive) vs Qwen3.7 Plus

> Side-by-side benchmark comparison for Claude Opus 4.7 (Adaptive) and Qwen3.7 Plus across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/claude-opus-4-7-adaptive-vs-qwen3-7-plus
- Last updated: September 29, 2026

- Shared sourced benchmarks: 11
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.7

## Quick Verdict

Pick Claude Opus 4.7 (Adaptive) if you want the stronger benchmark profile. Qwen3.7 Plus only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Claude Opus 4.7 (Adaptive) leads overall 68.46 to 55.73.
- The clearest category separation is in agentic, where the averages are 59.1 for Claude Opus 4.7 (Adaptive) and 35.2 for Qwen3.7 Plus.
- The biggest single benchmark swing is HLE in Knowledge, with scores of 54.7% and 34.7%.

## Model Snapshot

| Property | Claude Opus 4.7 (Adaptive) | Qwen3.7 Plus |
|----------|----------|----------|
| Creator | Anthropic | Alibaba |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 1M |
| Overall Score | 68.46 | 55.73 |
| Benchmarks Covered | 21 | 52 |
| Pricing (input/output) | $5.00 / $25.00 | N/A |

## Category Breakdown

### Agentic

- Winner: Claude Opus 4.7 (Adaptive)
- Claude Opus 4.7 (Adaptive) public-lane score: 59.1 (Supported · #22/117)
- Qwen3.7 Plus public-lane score: 35.2 (Supported · #66/117)

| Benchmark | Claude Opus 4.7 (Adaptive) | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 69.4% | 70.3% | Qwen3.7 Plus |
| BrowseComp | 79.3% | Coming soon | Coming soon |
| MCP Atlas | 77.3% | 73.2% | Claude Opus 4.7 (Adaptive) |
| OSWorld-Verified | 78% | 73.3% | Claude Opus 4.7 (Adaptive) |
| CyberGym | 73.1% | Coming soon | Coming soon |
| OSWorld 2.0 | 18.2% | 2.8% | Claude Opus 4.7 (Adaptive) |
| JobBench | 45.9% | Coming soon | Coming soon |
| QwenClawBench | Coming soon | 61.8% | Coming soon |
| Claw-Eval | Coming soon | 62.7% | Coming soon |
| BFCL v4 | Coming soon | 72.9% | Coming soon |
| VITA-Bench | Coming soon | 45.6% | Coming soon |
| DeepPlanning | Coming soon | 62.3% | Coming soon |
| AndroidWorld | Coming soon | 81.0% | Coming soon |
| Terminal-Bench 2.1 (Vals) | Coming soon | 52.8% | Coming soon |

### Coding

- Winner: Directional only
- Claude Opus 4.7 (Adaptive) public-lane score: 57.9 (Estimated · #24/143)
- Qwen3.7 Plus public-lane score: 43.1 (Estimated · #55/143)

| Benchmark | Claude Opus 4.7 (Adaptive) | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 87.6% | 77.7% | Claude Opus 4.7 (Adaptive) |
| SWE-bench Pro | 64.3% | 57.6% | Claude Opus 4.7 (Adaptive) |
| Terminal-Bench 2.0 | 69.4% | 70.3% | Qwen3.7 Plus |
| SWE Multilingual | Coming soon | 75.8% | Coming soon |
| NL2Repo | Coming soon | 41.1% | Coming soon |
| SciCode | Coming soon | 51.3% | Coming soon |
| LiveCodeBench | Coming soon | 89.6% | Coming soon |

### Reasoning

- Winner: Not comparable
- Claude Opus 4.7 (Adaptive) public-lane score: 53.6 (Unranked · 3 rankable rows)
- Qwen3.7 Plus public-lane score: 75.2 (Unranked · 3 rankable rows)

| Benchmark | Claude Opus 4.7 (Adaptive) | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| MRCR v2 128K-256K | 59.2% | Coming soon | Coming soon |
| ARC-AGI-2 | 75.8% | Coming soon | Coming soon |
| ARC-AGI-3 | 0.2% | Coming soon | Coming soon |
| CritPt | Coming soon | 9.1% | Coming soon |
| MRCRv2 | Coming soon | 91.7% | Coming soon |

### Multimodal & Grounded

- Winner: Directional only
- Claude Opus 4.7 (Adaptive) public-lane score: 50.1 (#39/50)
- Qwen3.7 Plus public-lane score: 73.5 (#19/50)

| Benchmark | Claude Opus 4.7 (Adaptive) | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| OfficeQA Pro | 43.6% | Coming soon | Coming soon |
| CharXiv | 91% | 85.9% | Claude Opus 4.7 (Adaptive) |
| CharXiv w/o tools | 82.1% | Coming soon | Coming soon |
| MMMU-Pro | Coming soon | 79% | Coming soon |
| MathVision | Coming soon | 90.3% | Coming soon |
| ERQA | Coming soon | 69.8% | Coming soon |
| MedXpertQA (MM) | Coming soon | 71.0% | Coming soon |
| ScreenSpot Pro | Coming soon | 79.0% | Coming soon |
| SimpleVQA | Coming soon | 81.7% | Coming soon |
| MMSearch-Plus | Coming soon | 41.4% | Coming soon |
| RealWorldQA | Coming soon | 86.9% | Coming soon |
| OmniDocBench 1.5 | Coming soon | 91.4% | Coming soon |
| OCRBench V2 | Coming soon | 70.7% | Coming soon |
| ODINW13 | Coming soon | 51.1% | Coming soon |
| Video-MME (with subtitle) | Coming soon | 88.0% | Coming soon |
| VideoMMMU | Coming soon | 85.4% | Coming soon |
| MLVU (M-Avg) | Coming soon | 87.4% | Coming soon |

### Knowledge

- Winner: Directional only
- Claude Opus 4.7 (Adaptive) public-lane score: 63.9 (Estimated · #29/169)
- Qwen3.7 Plus public-lane score: 52.3 (Estimated · #55/169)

| Benchmark | Claude Opus 4.7 (Adaptive) | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 94.2% | 90.3% | Claude Opus 4.7 (Adaptive) |
| GPQA-D | 94.2% | 90.3% | Claude Opus 4.7 (Adaptive) |
| HLE | 54.7% | 34.7% | Claude Opus 4.7 (Adaptive) |
| HLE w/o tools | 46.9% | Coming soon | Coming soon |
| MMLU-Pro | Coming soon | 88.5% | Coming soon |
| MMLU-Redux | Coming soon | 94.5% | Coming soon |
| SuperGPQA | Coming soon | 71.4% | Coming soon |
| MMMLU | Coming soon | 89.0% | Coming soon |

### Multilingual

- Winner: Not comparable
- Claude Opus 4.7 (Adaptive) public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 78.9 (#3/12)

| Benchmark | Claude Opus 4.7 (Adaptive) | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 85.4% | Coming soon |
| NOVA-63 | Coming soon | 58.8% | Coming soon |
| INCLUDE | Coming soon | 83.0% | Coming soon |
| MAXIFE | Coming soon | 88.8% | Coming soon |
| PolyMath | Coming soon | 84.0% | Coming soon |

### Instruction Following

- Winner: Not comparable
- Claude Opus 4.7 (Adaptive) public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 89.2 (#18/124)

| Benchmark | Claude Opus 4.7 (Adaptive) | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 94.6% | Coming soon |
| IFBench | Coming soon | 79.1% | Coming soon |

### Mathematics

- Winner: Not comparable
- Claude Opus 4.7 (Adaptive) public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 78.2 (Unranked · 3 rankable rows)

| Benchmark | Claude Opus 4.7 (Adaptive) | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath (legacy) | 43.8% | Coming soon | Coming soon |
| HMMT Feb 2026 | Coming soon | 92.9% | Coming soon |
| IMOAnswerBench | Coming soon | 86.0% | Coming soon |
| Apex | Coming soon | 22.7% | Coming soon |

## FAQ

### Which is better overall, Claude Opus 4.7 (Adaptive) or Qwen3.7 Plus?

Claude Opus 4.7 (Adaptive) is ahead overall on BenchLM right now.

### Where is the biggest gap between Claude Opus 4.7 (Adaptive) and Qwen3.7 Plus?

The widest category gap is in agentic, where the averages are 59.1 for Claude Opus 4.7 (Adaptive) and 35.2 for Qwen3.7 Plus.

### How many benchmarks does Claude Opus 4.7 (Adaptive) cover on BenchLM?

Claude Opus 4.7 (Adaptive) currently has 21 sourced benchmark scores on BenchLM.

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

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

## Related Comparisons

- [Claude Opus 4.7 (Adaptive) vs Claude Opus 4.7](/compare/claude-opus-4-7-vs-claude-opus-4-7-adaptive)
- [Qwen3.7 Plus vs Claude Opus 4.7](/compare/claude-opus-4-7-vs-qwen3-7-plus)
- [Claude Opus 4.7 (Adaptive) vs GPT-6 Astra](/compare/claude-opus-4-7-adaptive-vs-gpt-6-astra)
- [Qwen3.7 Plus vs GPT-6 Astra](/compare/gpt-6-astra-vs-qwen3-7-plus)

## Explore More

- [Claude Opus 4.7 (Adaptive) profile](/models/claude-opus-4-7-adaptive)
- [Qwen3.7 Plus profile](/models/qwen3-7-plus)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)