# Amazon Nova Lite vs Qwen3-VL 235B-A22B

> Qwen3-VL 235B-A22B is the stronger model overall, scoring 43.2 to 31.9 on the Noometry Index. Amazon Nova Lite costs 12× less per token, which makes it the better buy when Qwen3-VL 235B-A22B's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/amazon-nova-lite-vs-qwen3-vl-235b-a22b
- Last updated: 2026-10-12
- Shared benchmarks: 18

## Summary

- They share 18 benchmarks with published results for both. Amazon Nova Lite scores higher in 0 categories and Qwen3-VL 235B-A22B in 9 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Qwen3-VL 235B-A22B leads 60.2 to 42.1.
- Amazon Nova Lite is cheaper at $0.06 / $0.24 per million input/output tokens, against $0.70 / $2.80 for Qwen3-VL 235B-A22B.
- Amazon Nova Lite accepts more context: 300K tokens versus 131K.
- Qwen3-VL 235B-A22B has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| Provider | Amazon | Alibaba (Qwen) |
| Noometry Index | 31.9 | 43.2 |
| Rank | 265 | 95 |
| Context | 300K | 131K |
| Input $/M | $0.06 | $0.70 |
| Output $/M | $0.24 | $2.80 |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Lite: 32.5 (#270)
- Qwen3-VL 235B-A22B: 42.4 (#100)

| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Coding | 1239 | 1439 |
| LiveBench Coding | 27.5% | — |
| ALE-Bench | 236.25 | — |

## Reasoning

- Amazon Nova Lite: 19.3 (#260)
- Qwen3-VL 235B-A22B: 29.3 (#92)

| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Hard Prompts | 1220 | 1428 |
| LiveBench Reasoning | 36.7% | — |
| LiveBench Data Analysis | 37.2% | — |
| LiveBench | 36.4% | — |

## Math

- Amazon Nova Lite: 27.8 (#247)
- Qwen3-VL 235B-A22B: 39.0 (#118)

| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Math | 1227 | 1426 |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |

## Knowledge

- Amazon Nova Lite: 26.3 (#259)
- Qwen3-VL 235B-A22B: 40.3 (#121)

| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Expert | 1201 | 1442 |
| Humanity's Last Exam | 3.6% | — |
| MMLU-Pro | 60% | — |
| Vectara Hallucination Rate | 6.1% | — |
| GPQA (HELM) | 39.7% | — |
| MMLU | 77% | — |

## Multimodal

- Amazon Nova Lite: 25.5 (#123)
- Qwen3-VL 235B-A22B: 39.8 (#55)

| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Vision | 990 | 1247 |

## Multilingual

- Amazon Nova Lite: 38.0 (#232)
- Qwen3-VL 235B-A22B: 51.9 (#97)

| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Non-English | 1208 | 1405 |
| LMArena Chinese | 1225 | 1463 |
| LMArena French | 1237 | 1452 |
| LMArena German | 1229 | 1424 |
| LMArena Japanese | 1153 | 1385 |
| LMArena Korean | 1153 | 1394 |
| LMArena Russian | 1216 | 1408 |
| LMArena Spanish | 1226 | 1428 |

## Instruction Following

- Amazon Nova Lite: 59.3 (#255)
- Qwen3-VL 235B-A22B: 74.2 (#101)

| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Instruction Following | 1205 | 1406 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |

## Long Context

- Amazon Nova Lite: 37.4 (#217)
- Qwen3-VL 235B-A22B: 43.4 (#98)

| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Longer Query | 1234 | 1420 |

## Writing & Preference

- Amazon Nova Lite: 42.1 (#237)
- Qwen3-VL 235B-A22B: 60.2 (#99)

| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Text | 1229 | 1420 |
| LMArena Creative Writing | 1197 | 1366 |
| LMArena Multi-Turn | 1199 | 1428 |
| WildBench | 75% | — |
| LiveBench Language | 25.9% | — |

## FAQ

### Is Amazon Nova Lite better than Qwen3-VL 235B-A22B?

Qwen3-VL 235B-A22B is the stronger model overall, scoring 43.2 to 31.9 on the Noometry Index. Amazon Nova Lite costs 12× less per token, which makes it the better buy when Qwen3-VL 235B-A22B's lead doesn't matter for your workload.

### Which is cheaper, Amazon Nova Lite or Qwen3-VL 235B-A22B?

Amazon Nova Lite is cheaper. It lists at $0.06 per million input tokens and $0.24 per million output tokens; Qwen3-VL 235B-A22B lists at $0.70 and $2.80.

### Is Amazon Nova Lite or Qwen3-VL 235B-A22B better for coding?

Qwen3-VL 235B-A22B scores higher on coding benchmarks: 42.4 versus 32.5 in the Noometry coding category.

### Which has the bigger context window?

Amazon Nova Lite does, with 300K tokens against 131K.

### How many benchmarks do Amazon Nova Lite and Qwen3-VL 235B-A22B share?

18 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Qwen3-VL 235B-A22B has 18.