# Amazon Nova Experimental Chat 26 01 10 vs Kimi K2.7 Code

> Amazon Nova Experimental Chat 26 01 10 and Kimi K2.7 Code score almost the same on the Noometry Index (42.8 vs 43.3), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/amazon-nova-experimental-chat-26-01-10-vs-kimi-k2-7-code
- Last updated: 2026-10-11
- Shared benchmarks: 0

## Summary

- The widest gap is in math, where Kimi K2.7 Code leads 52.9 to 38.5.
- Kimi K2.7 Code has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Experimental Chat 26 01 10 | Kimi K2.7 Code |
|---|---|---|
| Provider | Amazon | Moonshot AI |
| Noometry Index | 42.8 | 43.3 |
| Rank | 107 | 94 |
| Context | — | 262K |
| Input $/M | — | $0.95 |
| Output $/M | — | $4 |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Experimental Chat 26 01 10: 42.7 (#96)
- Kimi K2.7 Code: 42.9 (#95)

| Benchmark | Amazon Nova Experimental Chat 26 01 10 | Kimi K2.7 Code |
|---|---|---|
| DeepSWE | — | 30.5% |
| FrontierCode | — | 30.1% |
| LMArena WebDev | — | 1473 |
| SciCode | — | 47.5% |
| WeirdML | — | 54.1% |
| LMArena Coding | 1447 | — |
| ALE-Bench | — | 886.23 |

## Agentic & Tool Use

- Amazon Nova Experimental Chat 26 01 10: —
- Kimi K2.7 Code: 24.0 (#122)

| Benchmark | Amazon Nova Experimental Chat 26 01 10 | Kimi K2.7 Code |
|---|---|---|
| APEX-Agents | — | 37.6% |
| GBAEval | — | 0.9% |
| Vending-Bench 2 | — | 5,083 |

## Reasoning

- Amazon Nova Experimental Chat 26 01 10: 28.9 (#98)
- Kimi K2.7 Code: 39.0 (#61)

| Benchmark | Amazon Nova Experimental Chat 26 01 10 | Kimi K2.7 Code |
|---|---|---|
| SimpleBench | — | 57.9% |
| CritPt | — | 10% |
| Chess Puzzles | — | 21% |
| LMArena Hard Prompts | 1415 | — |
| Surface Evolver Bench | — | 48.8% |
| Epoch Capabilities Index | — | 149.97 |

## Math

- Amazon Nova Experimental Chat 26 01 10: 38.5 (#136)
- Kimi K2.7 Code: 52.9 (#48)

| Benchmark | Amazon Nova Experimental Chat 26 01 10 | Kimi K2.7 Code |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 54% |
| FrontierMath Tier 4 | — | 12.2% |
| OTIS Mock AIME 2024-2025 | — | 95.6% |
| LMArena Math | 1404 | — |

## Knowledge

- Amazon Nova Experimental Chat 26 01 10: 40.3 (#120)
- Kimi K2.7 Code: 53.5 (#57)

| Benchmark | Amazon Nova Experimental Chat 26 01 10 | Kimi K2.7 Code |
|---|---|---|
| GPQA Diamond | — | 87.9% |
| SimpleQA Verified | — | 36.5% |
| LMArena Expert | 1444 | — |

## Multilingual

- Amazon Nova Experimental Chat 26 01 10: 50.2 (#126)
- Kimi K2.7 Code: —

| Benchmark | Amazon Nova Experimental Chat 26 01 10 | Kimi K2.7 Code |
|---|---|---|
| LMArena Non-English | 1381 | — |
| LMArena Chinese | 1372 | — |
| LMArena Russian | 1391 | — |
| LMArena Spanish | 1390 | — |

## Instruction Following

- Amazon Nova Experimental Chat 26 01 10: 72.9 (#126)
- Kimi K2.7 Code: —

| Benchmark | Amazon Nova Experimental Chat 26 01 10 | Kimi K2.7 Code |
|---|---|---|
| LMArena Instruction Following | 1381 | — |

## Long Context

- Amazon Nova Experimental Chat 26 01 10: 42.7 (#119)
- Kimi K2.7 Code: —

| Benchmark | Amazon Nova Experimental Chat 26 01 10 | Kimi K2.7 Code |
|---|---|---|
| LMArena Longer Query | 1400 | — |

## Writing & Preference

- Amazon Nova Experimental Chat 26 01 10: 57.4 (#129)
- Kimi K2.7 Code: —

| Benchmark | Amazon Nova Experimental Chat 26 01 10 | Kimi K2.7 Code |
|---|---|---|
| LMArena Text | 1396 | — |
| LMArena Creative Writing | 1331 | — |
| LMArena Multi-Turn | 1380 | — |

## FAQ

### Is Amazon Nova Experimental Chat 26 01 10 better than Kimi K2.7 Code?

Amazon Nova Experimental Chat 26 01 10 and Kimi K2.7 Code score almost the same on the Noometry Index (42.8 vs 43.3), so choose on price, context window or the category you care about most.

### Is Amazon Nova Experimental Chat 26 01 10 or Kimi K2.7 Code better for coding?

They score almost the same on coding (42.7 vs 42.9); test both on your own repository before choosing.

### How many benchmarks do Amazon Nova Experimental Chat 26 01 10 and Kimi K2.7 Code share?

0 benchmarks have published results for both models. Amazon Nova Experimental Chat 26 01 10 has 13 scored results on Noometry and Kimi K2.7 Code has 19.