# Amazon Nova Lite vs Kimi K2.7 Code

> Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 31.9 on the Noometry Index. Amazon Nova Lite costs 16× less per token, which makes it the better buy when Kimi K2.7 Code's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/amazon-nova-lite-vs-kimi-k2-7-code
- Last updated: 2026-10-11
- Shared benchmarks: 1

## Summary

- They share 1 benchmark with published results for both. Amazon Nova Lite scores higher in 0 categories and Kimi K2.7 Code in 4 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Kimi K2.7 Code leads 53.5 to 26.3.
- Amazon Nova Lite is cheaper at $0.06 / $0.24 per million input/output tokens, against $0.95 / $4 for Kimi K2.7 Code.
- Amazon Nova Lite accepts more context: 300K tokens versus 262K.
- Kimi K2.7 Code has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Lite | Kimi K2.7 Code |
|---|---|---|
| Provider | Amazon | Moonshot AI |
| Noometry Index | 31.9 | 43.3 |
| Rank | 265 | 94 |
| Context | 300K | 262K |
| Input $/M | $0.06 | $0.95 |
| Output $/M | $0.24 | $4 |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Lite: 32.5 (#270)
- Kimi K2.7 Code: 42.9 (#95)

| Benchmark | Amazon Nova Lite | Kimi K2.7 Code |
|---|---|---|
| ALE-Bench | 236.25 | 886.23 |
| DeepSWE | — | 30.5% |
| FrontierCode | — | 30.1% |
| LMArena WebDev | — | 1473 |
| SciCode | — | 47.5% |
| WeirdML | — | 54.1% |
| LiveBench Coding | 27.5% | — |
| LMArena Coding | 1239 | — |

## Agentic & Tool Use

- Amazon Nova Lite: —
- Kimi K2.7 Code: 24.0 (#122)

| Benchmark | Amazon Nova Lite | Kimi K2.7 Code |
|---|---|---|
| APEX-Agents | — | 37.6% |
| GBAEval | — | 0.9% |
| Vending-Bench 2 | — | 5,083 |

## Reasoning

- Amazon Nova Lite: 19.3 (#260)
- Kimi K2.7 Code: 39.0 (#61)

| Benchmark | Amazon Nova Lite | Kimi K2.7 Code |
|---|---|---|
| SimpleBench | — | 57.9% |
| CritPt | — | 10% |
| Chess Puzzles | — | 21% |
| LiveBench Reasoning | 36.7% | — |
| LMArena Hard Prompts | 1220 | — |
| LiveBench Data Analysis | 37.2% | — |
| Surface Evolver Bench | — | 48.8% |
| Epoch Capabilities Index | — | 149.97 |
| LiveBench | 36.4% | — |

## Math

- Amazon Nova Lite: 27.8 (#247)
- Kimi K2.7 Code: 52.9 (#48)

| Benchmark | Amazon Nova Lite | Kimi K2.7 Code |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 54% |
| FrontierMath Tier 4 | — | 12.2% |
| OTIS Mock AIME 2024-2025 | — | 95.6% |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |
| LMArena Math | 1227 | — |

## Knowledge

- Amazon Nova Lite: 26.3 (#259)
- Kimi K2.7 Code: 53.5 (#57)

| Benchmark | Amazon Nova Lite | Kimi K2.7 Code |
|---|---|---|
| GPQA Diamond | — | 87.9% |
| Humanity's Last Exam | 3.6% | — |
| SimpleQA Verified | — | 36.5% |
| MMLU-Pro | 60% | — |
| Vectara Hallucination Rate | 6.1% | — |
| GPQA (HELM) | 39.7% | — |
| LMArena Expert | 1201 | — |
| MMLU | 77% | — |

## Multimodal

- Amazon Nova Lite: 25.5 (#123)
- Kimi K2.7 Code: —

| Benchmark | Amazon Nova Lite | Kimi K2.7 Code |
|---|---|---|
| LMArena Vision | 990 | — |

## Multilingual

- Amazon Nova Lite: 38.0 (#232)
- Kimi K2.7 Code: —

| Benchmark | Amazon Nova Lite | Kimi K2.7 Code |
|---|---|---|
| LMArena Non-English | 1208 | — |
| LMArena Chinese | 1225 | — |
| LMArena French | 1237 | — |
| LMArena German | 1229 | — |
| LMArena Japanese | 1153 | — |
| LMArena Korean | 1153 | — |
| LMArena Russian | 1216 | — |
| LMArena Spanish | 1226 | — |

## Instruction Following

- Amazon Nova Lite: 59.3 (#255)
- Kimi K2.7 Code: —

| Benchmark | Amazon Nova Lite | Kimi K2.7 Code |
|---|---|---|
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |
| LMArena Instruction Following | 1205 | — |

## Long Context

- Amazon Nova Lite: 37.4 (#217)
- Kimi K2.7 Code: —

| Benchmark | Amazon Nova Lite | Kimi K2.7 Code |
|---|---|---|
| LMArena Longer Query | 1234 | — |

## Writing & Preference

- Amazon Nova Lite: 42.1 (#237)
- Kimi K2.7 Code: —

| Benchmark | Amazon Nova Lite | Kimi K2.7 Code |
|---|---|---|
| LMArena Text | 1229 | — |
| LMArena Creative Writing | 1197 | — |
| WildBench | 75% | — |
| LMArena Multi-Turn | 1199 | — |
| LiveBench Language | 25.9% | — |

## FAQ

### Is Amazon Nova Lite better than Kimi K2.7 Code?

Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 31.9 on the Noometry Index. Amazon Nova Lite costs 16× less per token, which makes it the better buy when Kimi K2.7 Code's lead doesn't matter for your workload.

### Which is cheaper, Amazon Nova Lite or Kimi K2.7 Code?

Amazon Nova Lite is cheaper. It lists at $0.06 per million input tokens and $0.24 per million output tokens; Kimi K2.7 Code lists at $0.95 and $4.

### Is Amazon Nova Lite or Kimi K2.7 Code better for coding?

Kimi K2.7 Code scores higher on coding benchmarks: 42.9 versus 32.5 in the Noometry coding category.

### Which has the bigger context window?

Amazon Nova Lite does, with 300K tokens against 262K.

### How many benchmarks do Amazon Nova Lite and Kimi K2.7 Code share?

1 benchmark has published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Kimi K2.7 Code has 19.