# Amazon Nova Experimental Chat 10 09 vs GPT-6 Sol

> GPT-6 Sol is the stronger model overall, scoring 49.2 to 41.4 on the Noometry Index.

- Canonical page: https://noometry.com/compare/amazon-nova-experimental-chat-10-09-vs-gpt-6-sol
- Last updated: 2026-10-10
- Shared benchmarks: 9

## Summary

- They share 9 benchmarks with published results for both. Amazon Nova Experimental Chat 10 09 scores higher in 0 categories and GPT-6 Sol in 6 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where GPT-6 Sol leads 49.3 to 26.2.

## Snapshot

| | Amazon Nova Experimental Chat 10 09 | GPT-6 Sol |
|---|---|---|
| Provider | Amazon | OpenAI |
| Noometry Index | 41.4 | 49.2 |
| Rank | 124 | 46 |
| Context | — | 1.05M |
| Input $/M | — | $2 |
| Output $/M | — | $10 |
| Weights | Proprietary | Proprietary |

## Coding

- Amazon Nova Experimental Chat 10 09: 39.6 (#142)
- GPT-6 Sol: 59.6 (#11)

| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-6 Sol |
|---|---|---|
| LMArena Coding | 1371 | 1453 |
| DeepSWE | — | 68.8% |
| FrontierCode | — | 49.3% |
| LMArena WebDev | — | 1692 |

## Agentic & Tool Use

- Amazon Nova Experimental Chat 10 09: —
- GPT-6 Sol: 33.5 (#49)

| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-6 Sol |
|---|---|---|
| GDP.pdf | — | 28% |

## Reasoning

- Amazon Nova Experimental Chat 10 09: 26.2 (#122)
- GPT-6 Sol: 49.3 (#34)

| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-6 Sol |
|---|---|---|
| LMArena Hard Prompts | 1356 | 1420 |
| NYT Connections (extended) | — | 90.1% |
| EBR-Bench | — | 53.3% |

## Math

- Amazon Nova Experimental Chat 10 09: —
- GPT-6 Sol: 35.8 (#135)

| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-6 Sol |
|---|---|---|
| LMArena Math | — | 1404 |

## Knowledge

- Amazon Nova Experimental Chat 10 09: —
- GPT-6 Sol: 43.0 (#87)

| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-6 Sol |
|---|---|---|
| Vectara Hallucination Rate | — | 6.5% |
| LMArena Expert | — | 1449 |

## Multimodal

- Amazon Nova Experimental Chat 10 09: —
- GPT-6 Sol: 47.6 (#9)

| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-6 Sol |
|---|---|---|
| Furniture Assembly | — | 58.3% |

## Multilingual

- Amazon Nova Experimental Chat 10 09: 47.5 (#145)
- GPT-6 Sol: 51.0 (#113)

| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-6 Sol |
|---|---|---|
| LMArena Non-English | 1341 | 1389 |
| LMArena Chinese | 1345 | 1416 |
| LMArena Russian | — | 1407 |
| LMArena Spanish | — | 1377 |

## Instruction Following

- Amazon Nova Experimental Chat 10 09: 69.7 (#167)
- GPT-6 Sol: 74.4 (#97)

| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-6 Sol |
|---|---|---|
| LMArena Instruction Following | 1316 | 1406 |

## Long Context

- Amazon Nova Experimental Chat 10 09: 40.6 (#146)
- GPT-6 Sol: 43.2 (#100)

| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-6 Sol |
|---|---|---|
| LMArena Longer Query | 1334 | 1415 |

## Writing & Preference

- Amazon Nova Experimental Chat 10 09: 55.0 (#144)
- GPT-6 Sol: 72.3 (#15)

| Benchmark | Amazon Nova Experimental Chat 10 09 | GPT-6 Sol |
|---|---|---|
| LMArena Text | 1365 | 1396 |
| LMArena Creative Writing | 1307 | 1392 |
| LMArena Multi-Turn | 1354 | 1405 |
| EQ-Bench Creative Writing | — | 2125 |

## FAQ

### Is Amazon Nova Experimental Chat 10 09 better than GPT-6 Sol?

GPT-6 Sol is the stronger model overall, scoring 49.2 to 41.4 on the Noometry Index.

### Is Amazon Nova Experimental Chat 10 09 or GPT-6 Sol better for coding?

GPT-6 Sol scores higher on coding benchmarks: 59.6 versus 39.6 in the Noometry coding category.

### How many benchmarks do Amazon Nova Experimental Chat 10 09 and GPT-6 Sol share?

9 benchmarks have published results for both models. Amazon Nova Experimental Chat 10 09 has 9 scored results on Noometry and GPT-6 Sol has 22.