# Amazon Nova Lite vs DeepSeek-V3.1

> DeepSeek-V3.1 is the stronger model overall, scoring 42.8 to 31.9 on the Noometry Index. Amazon Nova Lite costs 4.0× less per token, which makes it the better buy when DeepSeek-V3.1's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/amazon-nova-lite-vs-deepseek-v3-1
- Last updated: 2026-10-11
- Shared benchmarks: 18

## Summary

- They share 18 benchmarks with published results for both. Amazon Nova Lite scores higher in 1 category and DeepSeek-V3.1 in 7 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where DeepSeek-V3.1 leads 60.3 to 42.1.
- Amazon Nova Lite is cheaper at $0.06 / $0.24 per million input/output tokens, against $0.25 / $0.95 for DeepSeek-V3.1.
- Amazon Nova Lite accepts more context: 300K tokens versus 164K.
- DeepSeek-V3.1 has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Lite | DeepSeek-V3.1 |
|---|---|---|
| Provider | Amazon | DeepSeek |
| Noometry Index | 31.9 | 42.8 |
| Rank | 265 | 108 |
| Context | 300K | 164K |
| Input $/M | $0.06 | $0.25 |
| Output $/M | $0.24 | $0.95 |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Lite: 32.5 (#270)
- DeepSeek-V3.1: 40.3 (#144)

| Benchmark | Amazon Nova Lite | DeepSeek-V3.1 |
|---|---|---|
| LMArena Coding | 1239 | 1417 |
| WeirdML | — | 38.4% |
| LiveBench Coding | 27.5% | — |
| ALE-Bench | 236.25 | — |

## Reasoning

- Amazon Nova Lite: 19.3 (#260)
- DeepSeek-V3.1: 27.9 (#110)

| Benchmark | Amazon Nova Lite | DeepSeek-V3.1 |
|---|---|---|
| LMArena Hard Prompts | 1220 | 1417 |
| SimpleBench | — | 40% |
| Kagi LLM Benchmark | — | 53.2% |
| LiveBench Reasoning | 36.7% | — |
| DTBench | — | 82.7% |
| LiveBench Data Analysis | 37.2% | — |
| LMCA | — | 24.3% |
| Epoch Capabilities Index | — | 139.92 |
| ForecastBench | — | 58 |
| LiveBench | 36.4% | — |

## Math

- Amazon Nova Lite: 27.8 (#247)
- DeepSeek-V3.1: 38.9 (#122)

| Benchmark | Amazon Nova Lite | DeepSeek-V3.1 |
|---|---|---|
| LMArena Math | 1227 | 1420 |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |

## Knowledge

- Amazon Nova Lite: 26.3 (#259)
- DeepSeek-V3.1: 43.7 (#90)

| Benchmark | Amazon Nova Lite | DeepSeek-V3.1 |
|---|---|---|
| Vectara Hallucination Rate | 6.1% | 5.5% |
| LMArena Expert | 1201 | 1405 |
| Humanity's Last Exam | 3.6% | — |
| MMLU-Pro | 60% | — |
| GPQA (HELM) | 39.7% | — |
| MMLU | 77% | — |

## Multimodal

- Amazon Nova Lite: 25.5 (#123)
- DeepSeek-V3.1: —

| Benchmark | Amazon Nova Lite | DeepSeek-V3.1 |
|---|---|---|
| LMArena Vision | 990 | — |

## Multilingual

- Amazon Nova Lite: 38.0 (#232)
- DeepSeek-V3.1: 51.6 (#106)

| Benchmark | Amazon Nova Lite | DeepSeek-V3.1 |
|---|---|---|
| LMArena Non-English | 1208 | 1400 |
| LMArena Chinese | 1225 | 1469 |
| LMArena French | 1237 | 1447 |
| LMArena German | 1229 | 1411 |
| LMArena Japanese | 1153 | 1378 |
| LMArena Korean | 1153 | 1337 |
| LMArena Russian | 1216 | 1405 |
| LMArena Spanish | 1226 | 1431 |

## Instruction Following

- Amazon Nova Lite: 59.3 (#255)
- DeepSeek-V3.1: 73.9 (#110)

| Benchmark | Amazon Nova Lite | DeepSeek-V3.1 |
|---|---|---|
| LMArena Instruction Following | 1205 | 1400 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |

## Long Context

- Amazon Nova Lite: 37.4 (#217)
- DeepSeek-V3.1: 36.3 (#232)

| Benchmark | Amazon Nova Lite | DeepSeek-V3.1 |
|---|---|---|
| LMArena Longer Query | 1234 | 1422 |
| Fiction.LiveBench | — | 52.8% |

## Writing & Preference

- Amazon Nova Lite: 42.1 (#237)
- DeepSeek-V3.1: 60.3 (#98)

| Benchmark | Amazon Nova Lite | DeepSeek-V3.1 |
|---|---|---|
| LMArena Text | 1229 | 1420 |
| LMArena Creative Writing | 1197 | 1401 |
| LMArena Multi-Turn | 1199 | 1408 |
| EQ-Bench Creative Writing | — | 1436 |
| WildBench | 75% | — |
| LiveBench Language | 25.9% | — |

## FAQ

### Is Amazon Nova Lite better than DeepSeek-V3.1?

DeepSeek-V3.1 is the stronger model overall, scoring 42.8 to 31.9 on the Noometry Index. Amazon Nova Lite costs 4.0× less per token, which makes it the better buy when DeepSeek-V3.1's lead doesn't matter for your workload.

### Which is cheaper, Amazon Nova Lite or DeepSeek-V3.1?

Amazon Nova Lite is cheaper. It lists at $0.06 per million input tokens and $0.24 per million output tokens; DeepSeek-V3.1 lists at $0.25 and $0.95.

### Is Amazon Nova Lite or DeepSeek-V3.1 better for coding?

DeepSeek-V3.1 scores higher on coding benchmarks: 40.3 versus 32.5 in the Noometry coding category.

### Which has the bigger context window?

Amazon Nova Lite does, with 300K tokens against 164K.

### How many benchmarks do Amazon Nova Lite and DeepSeek-V3.1 share?

18 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and DeepSeek-V3.1 has 27.