Model comparison
Amazon Nova Lite vs Qwen3-VL 235B-A22B
Qwen3-VL 235B-A22B is the stronger model overall, scoring 42.5 to 31.4 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.
Last verified . 18 shared benchmarks.
Alibaba (Qwen)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 60.4 to 42.3.
- 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.
Side by side
| Amazon Nova Lite | Qwen3-VL 235B-A22B | |
|---|---|---|
| Provider | Amazon | Alibaba (Qwen) |
| Noometry Index | 31.4 | 42.5 |
| Released | 2024-12-03 | 2025-04 |
| Weights | Proprietary | Open |
| Context window | 300K | 131K |
| Max output | 10K | 33K |
| Input $ / M tokens | $0.06 | $0.70 |
| Output $ / M tokens | $0.24 | $2.80 |
| Results tracked | 34 | 18 |
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Category by category
Coding Qwen3-VL 235B-A22B leads
Amazon Nova Lite: 32.0 (#266), Qwen3-VL 235B-A22B: 41.8 (#103)
| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Coding | 1239 | 1438 |
| LiveBench Coding | 27.5% | — |
| ALE-Bench | 236.25 | — |
Reasoning Qwen3-VL 235B-A22B leads
Amazon Nova Lite: 18.5 (#257), Qwen3-VL 235B-A22B: 28.1 (#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 Qwen3-VL 235B-A22B leads
Amazon Nova Lite: 25.8 (#243), Qwen3-VL 235B-A22B: 36.2 (#120)
| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Math | 1227 | 1426 |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |
Knowledge Qwen3-VL 235B-A22B leads
Amazon Nova Lite: 26.0 (#254), Qwen3-VL 235B-A22B: 39.6 (#120)
| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Expert | 1201 | 1440 |
| Humanity's Last Exam | 3.6% | — |
| MMLU-Pro | 60% | — |
| Vectara Hallucination Rate | 6.1% | — |
| GPQA (HELM) | 39.7% | — |
| MMLU | 77% | — |
Multimodal Qwen3-VL 235B-A22B leads
Amazon Nova Lite: 25.0 (#118), Qwen3-VL 235B-A22B: 39.1 (#50)
| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Vision | 990 | 1247 |
Multilingual Qwen3-VL 235B-A22B leads
Amazon Nova Lite: 38.2 (#227), Qwen3-VL 235B-A22B: 52.1 (#92)
| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Non-English | 1208 | 1405 |
| LMArena Chinese | 1225 | 1462 |
| LMArena French | 1237 | 1448 |
| LMArena German | 1229 | 1424 |
| LMArena Japanese | 1153 | 1385 |
| LMArena Korean | 1153 | 1395 |
| LMArena Russian | 1216 | 1409 |
| LMArena Spanish | 1225 | 1427 |
Instruction Following Qwen3-VL 235B-A22B leads
Amazon Nova Lite: 59.6 (#250), Qwen3-VL 235B-A22B: 74.4 (#95)
| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Instruction Following | 1205 | 1407 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |
Long Context Qwen3-VL 235B-A22B leads
Amazon Nova Lite: 37.4 (#212), Qwen3-VL 235B-A22B: 43.4 (#93)
| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Longer Query | 1234 | 1420 |
Writing & Preference Qwen3-VL 235B-A22B leads
Amazon Nova Lite: 42.3 (#232), Qwen3-VL 235B-A22B: 60.4 (#94)
| Benchmark | Amazon Nova Lite | Qwen3-VL 235B-A22B |
|---|---|---|
| LMArena Text | 1229 | 1420 |
| LMArena Creative Writing | 1197 | 1367 |
| LMArena Multi-Turn | 1199 | 1428 |
| WildBench | 75% | — |
| LiveBench Language | 25.9% | — |
Frequently asked questions
Is Amazon Nova Lite better than Qwen3-VL 235B-A22B?
Qwen3-VL 235B-A22B is the stronger model overall, scoring 42.5 to 31.4 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: 41.8 versus 32.0 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.