# DeepSeek V3 vs Qwen3.7 Plus

> Side-by-side benchmark comparison for DeepSeek V3 and Qwen3.7 Plus across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/deepseek-v3-vs-qwen3-7-plus
- Last updated: September 29, 2026

- Shared sourced benchmarks: 5
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.7

## Quick Verdict

Pick Qwen3.7 Plus if you want the stronger benchmark profile. DeepSeek V3 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 55.73 to 31.86.
- The clearest category separation is in mathematics, where the averages are 26 for DeepSeek V3 and 78.2 for Qwen3.7 Plus.
- The biggest single benchmark swing is LiveCodeBench in Coding, with scores of 37.6% and 89.6%.
- Qwen3.7 Plus also has the larger context window at 1M.

## Model Snapshot

| Property | DeepSeek V3 | Qwen3.7 Plus |
|----------|----------|----------|
| Creator | DeepSeek | Alibaba |
| Type | Open Weight | Proprietary |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 128K | 1M |
| Overall Score | 31.86 | 55.73 |
| Benchmarks Covered | 6 | 52 |
| Pricing (input/output) | $0.27 / $1.10 | N/A |

## Category Breakdown

### Agentic

- Winner: Directional only
- DeepSeek V3 public-lane score: 12.1 (Estimated · #113/117)
- Qwen3.7 Plus public-lane score: 35.2 (Supported · #66/117)

| Benchmark | DeepSeek V3 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | Coming soon | 70.3% | 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 |
| MCP Atlas | Coming soon | 73.2% | Coming soon |
| VITA-Bench | Coming soon | 45.6% | Coming soon |
| DeepPlanning | Coming soon | 62.3% | Coming soon |
| OSWorld-Verified | Coming soon | 73.3% | Coming soon |
| AndroidWorld | Coming soon | 81.0% | Coming soon |
| OSWorld 2.0 | Coming soon | 2.8% | Coming soon |
| Terminal-Bench 2.1 (Vals) | Coming soon | 52.8% | Coming soon |

### Coding

- Winner: Directional only
- DeepSeek V3 public-lane score: 18.6 (Estimated · #131/143)
- Qwen3.7 Plus public-lane score: 43.1 (Estimated · #55/143)

| Benchmark | DeepSeek V3 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench | 37.6% | 89.6% | Qwen3.7 Plus |
| SWE-bench Verified | 42% | 77.7% | Qwen3.7 Plus |
| Terminal-Bench 2.0 | Coming soon | 70.3% | Coming soon |
| SWE-bench Pro | Coming soon | 57.6% | Coming soon |
| SWE Multilingual | Coming soon | 75.8% | Coming soon |
| NL2Repo | Coming soon | 41.1% | Coming soon |
| SciCode | Coming soon | 51.3% | Coming soon |

### Reasoning

- Winner: Not comparable
- DeepSeek V3 public-lane score: 42.3 (Unranked · 2 rankable rows)
- Qwen3.7 Plus public-lane score: 75.2 (Unranked · 3 rankable rows)

| Benchmark | DeepSeek V3 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| CritPt | Coming soon | 9.1% | Coming soon |
| MRCRv2 | Coming soon | 91.7% | Coming soon |

### Multimodal & Grounded

- Winner: Not comparable
- DeepSeek V3 public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 73.5 (#19/50)

| Benchmark | DeepSeek V3 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | Coming soon | 79% | Coming soon |
| MathVision | Coming soon | 90.3% | Coming soon |
| CharXiv | Coming soon | 85.9% | 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
- DeepSeek V3 public-lane score: 30.2 (Estimated · #140/169)
- Qwen3.7 Plus public-lane score: 52.3 (Estimated · #55/169)

| Benchmark | DeepSeek V3 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 59.1% | 90.3% | Qwen3.7 Plus |
| MMLU-Pro | 75.9% | 88.5% | Qwen3.7 Plus |
| GPQA-D | Coming soon | 90.3% | Coming soon |
| HLE | Coming soon | 34.7% | 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
- DeepSeek V3 public-lane score: Coming soon
- Qwen3.7 Plus public-lane score: 78.9 (#3/12)

| Benchmark | DeepSeek V3 | 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: Directional only
- DeepSeek V3 public-lane score: 38.2 (#103/124)
- Qwen3.7 Plus public-lane score: 89.2 (#18/124)

| Benchmark | DeepSeek V3 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 86.1% | 94.6% | Qwen3.7 Plus |
| IFBench | Coming soon | 79.1% | Coming soon |

### Mathematics

- Winner: Not comparable
- DeepSeek V3 public-lane score: 26 (Unranked · 1 rankable row)
- Qwen3.7 Plus public-lane score: 78.2 (Unranked · 3 rankable rows)

| Benchmark | DeepSeek V3 | Qwen3.7 Plus | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath v2 (Tiers 1-3) | 1.724% | 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, DeepSeek V3 or Qwen3.7 Plus?

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

### Where is the biggest gap between DeepSeek V3 and Qwen3.7 Plus?

The widest category gap is in mathematics, where the averages are 26 for DeepSeek V3 and 78.2 for Qwen3.7 Plus.

### How many benchmarks does DeepSeek V3 cover on BenchLM?

DeepSeek V3 currently has 6 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

- [DeepSeek V3 vs GPT-6 Astra](/compare/deepseek-v3-vs-gpt-6-astra)
- [Qwen3.7 Plus vs GPT-6 Astra](/compare/gpt-6-astra-vs-qwen3-7-plus)
- [DeepSeek V3 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-deepseek-v3)
- [Qwen3.7 Plus vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-7-plus)

## Explore More

- [DeepSeek V3 profile](/models/deepseek-v3)
- [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)