# DeepSeek Coder 6.7B vs Qwen2.5-VL 72B Instruct

> Qwen2.5-VL 72B Instruct has enough public results to be ranked (#298); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

- Canonical page: https://noometry.com/compare/deepseek-coder-6-7b-vs-qwen2-5-vl-72b-instruct
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Snapshot

| | DeepSeek Coder 6.7B | Qwen2.5-VL 72B Instruct |
|---|---|---|
| Provider | DeepSeek | Alibaba (Qwen) |
| Noometry Index | 37.1 | 29.4 |
| Rank | — | 298 |
| Context | — | 131K |
| Input $/M | — | $2.80 |
| Output $/M | — | $8.40 |
| Weights | Open | Open |

## Coding

- DeepSeek Coder 6.7B: 35.2 (#216)
- Qwen2.5-VL 72B Instruct: —

| Benchmark | DeepSeek Coder 6.7B | Qwen2.5-VL 72B Instruct |
|---|---|---|
| BigCodeBench Instruct | 35.5% | — |
| BigCodeBench Complete | 43.8% | — |
| HumanEval+ | 71.3% | — |
| MBPP+ | 65.6% | — |

## Agentic & Tool Use

- DeepSeek Coder 6.7B: —
- Qwen2.5-VL 72B Instruct: 18.4 (#136)

| Benchmark | DeepSeek Coder 6.7B | Qwen2.5-VL 72B Instruct |
|---|---|---|
| OSWorld | — | 5% |

## Reasoning

- DeepSeek Coder 6.7B: —
- Qwen2.5-VL 72B Instruct: 20.0 (#228)

| Benchmark | DeepSeek Coder 6.7B | Qwen2.5-VL 72B Instruct |
|---|---|---|
| Kagi LLM Benchmark | — | 36% |
| Epoch Capabilities Index | 88.88 | — |
| WinoGrande | 57.6% | — |

## Math

- DeepSeek Coder 6.7B: —
- Qwen2.5-VL 72B Instruct: —

| Benchmark | DeepSeek Coder 6.7B | Qwen2.5-VL 72B Instruct |
|---|---|---|
| GSM8K | 21.3% | — |

## Knowledge

- DeepSeek Coder 6.7B: —
- Qwen2.5-VL 72B Instruct: —

| Benchmark | DeepSeek Coder 6.7B | Qwen2.5-VL 72B Instruct |
|---|---|---|
| ARC (AI2) Challenge | 36.4% | — |
| MMLU | 36.4% | — |

## Multimodal

- DeepSeek Coder 6.7B: —
- Qwen2.5-VL 72B Instruct: 32.9 (#92)

| Benchmark | DeepSeek Coder 6.7B | Qwen2.5-VL 72B Instruct |
|---|---|---|
| LMArena Vision | — | 1107 |
| Video-MME | — | 73.5% |
| GeoBench | — | 62% |
| SpatialViz-Bench | — | 33.3% |

## FAQ

### Is DeepSeek Coder 6.7B better than Qwen2.5-VL 72B Instruct?

Qwen2.5-VL 72B Instruct has enough public results to be ranked (#298); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

### How many benchmarks do DeepSeek Coder 6.7B and Qwen2.5-VL 72B Instruct share?

0 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and Qwen2.5-VL 72B Instruct has 6.