# Deepseek Coder v2 vs Qwen3-VL 235B-A22B

> Qwen3-VL 235B-A22B is the stronger model overall, scoring 42.5 to 35.3 on the Noometry Index.

- Canonical page: https://noometry.com/compare/deepseek-coder-v2-vs-qwen3-vl-235b-a22b
- Last updated: 2026-10-10
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Deepseek Coder v2 scores higher in 0 categories and Qwen3-VL 235B-A22B in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Qwen3-VL 235B-A22B leads 60.4 to 38.4.

## Snapshot

| | Deepseek Coder v2 | Qwen3-VL 235B-A22B |
|---|---|---|
| Provider | DeepSeek | Alibaba (Qwen) |
| Noometry Index | 35.3 | 42.5 |
| Rank | 217 | 98 |
| Context | — | 131K |
| Input $/M | — | $0.70 |
| Output $/M | — | $2.80 |
| Weights | Open | Open |

## Coding

- Deepseek Coder v2: 37.5 (#178)
- Qwen3-VL 235B-A22B: 41.8 (#103)

| Benchmark | Deepseek Coder v2 | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Coding | 1251 | 1438 |
| BigCodeBench Instruct | 48.2% | — |
| BigCodeBench Complete | 59.7% | — |
| HumanEval+ | 82.3% | — |
| MBPP+ | 75.1% | — |

## Reasoning

- Deepseek Coder v2: 22.6 (#175)
- Qwen3-VL 235B-A22B: 28.1 (#92)

| Benchmark | Deepseek Coder v2 | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Hard Prompts | 1207 | 1428 |
| WinoGrande | 83.7% | — |

## Math

- Deepseek Coder v2: 32.3 (#188)
- Qwen3-VL 235B-A22B: 36.2 (#120)

| Benchmark | Deepseek Coder v2 | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Math | 1241 | 1426 |
| GSM8K | 94.5% | — |

## Knowledge

- Deepseek Coder v2: 31.7 (#209)
- Qwen3-VL 235B-A22B: 39.6 (#120)

| Benchmark | Deepseek Coder v2 | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Expert | 1181 | 1440 |
| ARC (AI2) Challenge | 64.3% | — |

## Multimodal

- Deepseek Coder v2: —
- Qwen3-VL 235B-A22B: 39.1 (#50)

| Benchmark | Deepseek Coder v2 | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Vision | — | 1247 |

## Multilingual

- Deepseek Coder v2: 36.4 (#235)
- Qwen3-VL 235B-A22B: 52.1 (#92)

| Benchmark | Deepseek Coder v2 | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Non-English | 1182 | 1405 |
| LMArena Chinese | 1201 | 1462 |
| LMArena French | 1184 | 1448 |
| LMArena German | 1164 | 1424 |
| LMArena Japanese | 1126 | 1385 |
| LMArena Korean | 1104 | 1395 |
| LMArena Russian | 1188 | 1409 |
| LMArena Spanish | 1153 | 1427 |

## Instruction Following

- Deepseek Coder v2: 61.9 (#237)
- Qwen3-VL 235B-A22B: 74.4 (#95)

| Benchmark | Deepseek Coder v2 | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Instruction Following | 1180 | 1407 |

## Long Context

- Deepseek Coder v2: 37.0 (#219)
- Qwen3-VL 235B-A22B: 43.4 (#93)

| Benchmark | Deepseek Coder v2 | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Longer Query | 1219 | 1420 |

## Writing & Preference

- Deepseek Coder v2: 38.4 (#249)
- Qwen3-VL 235B-A22B: 60.4 (#94)

| Benchmark | Deepseek Coder v2 | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Text | 1191 | 1420 |
| LMArena Creative Writing | 1120 | 1367 |
| LMArena Multi-Turn | 1176 | 1428 |

## FAQ

### Is Deepseek Coder v2 better than Qwen3-VL 235B-A22B?

Qwen3-VL 235B-A22B is the stronger model overall, scoring 42.5 to 35.3 on the Noometry Index.

### Is Deepseek Coder v2 or Qwen3-VL 235B-A22B better for coding?

Qwen3-VL 235B-A22B scores higher on coding benchmarks: 41.8 versus 37.5 in the Noometry coding category.

### How many benchmarks do Deepseek Coder v2 and Qwen3-VL 235B-A22B share?

17 benchmarks have published results for both models. Deepseek Coder v2 has 24 scored results on Noometry and Qwen3-VL 235B-A22B has 18.