# Amazon Nova Experimental Chat 11 10 vs GPT-6 Sol

> GPT-6 Sol is the stronger model overall, scoring 49.2 to 42.4 on the Noometry Index.

- Canonical page: https://noometry.com/compare/amazon-nova-experimental-chat-11-10-vs-gpt-6-sol
- Last updated: 2026-10-10
- Shared benchmarks: 13

## Summary

- They share 13 benchmarks with published results for both. Amazon Nova Experimental Chat 11 10 scores higher in 2 categories and GPT-6 Sol in 6 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where GPT-6 Sol leads 49.3 to 27.9.

## Snapshot

| | Amazon Nova Experimental Chat 11 10 | GPT-6 Sol |
|---|---|---|
| Provider | Amazon | OpenAI |
| Noometry Index | 42.4 | 49.2 |
| Rank | 101 | 46 |
| Context | — | 1.05M |
| Input $/M | — | $2 |
| Output $/M | — | $10 |
| Weights | Proprietary | Proprietary |

## Coding

- Amazon Nova Experimental Chat 11 10: 41.6 (#109)
- GPT-6 Sol: 59.6 (#11)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-6 Sol |
|---|---|---|
| LMArena Coding | 1433 | 1453 |
| DeepSWE | — | 68.8% |
| FrontierCode | — | 49.3% |
| LMArena WebDev | — | 1692 |

## Agentic & Tool Use

- Amazon Nova Experimental Chat 11 10: —
- GPT-6 Sol: 33.5 (#49)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-6 Sol |
|---|---|---|
| GDP.pdf | — | 28% |

## Reasoning

- Amazon Nova Experimental Chat 11 10: 27.9 (#94)
- GPT-6 Sol: 49.3 (#34)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-6 Sol |
|---|---|---|
| LMArena Hard Prompts | 1422 | 1420 |
| NYT Connections (extended) | — | 90.1% |
| EBR-Bench | — | 53.3% |

## Math

- Amazon Nova Experimental Chat 11 10: 36.4 (#116)
- GPT-6 Sol: 35.8 (#135)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-6 Sol |
|---|---|---|
| LMArena Math | 1431 | 1404 |

## Knowledge

- Amazon Nova Experimental Chat 11 10: 39.3 (#122)
- GPT-6 Sol: 43.0 (#87)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-6 Sol |
|---|---|---|
| LMArena Expert | 1432 | 1449 |
| Vectara Hallucination Rate | — | 6.5% |

## Multimodal

- Amazon Nova Experimental Chat 11 10: —
- GPT-6 Sol: 47.6 (#9)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-6 Sol |
|---|---|---|
| Furniture Assembly | — | 58.3% |

## Multilingual

- Amazon Nova Experimental Chat 11 10: 52.1 (#91)
- GPT-6 Sol: 51.0 (#113)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-6 Sol |
|---|---|---|
| LMArena Non-English | 1405 | 1389 |
| LMArena Chinese | 1463 | 1416 |
| LMArena Russian | 1395 | 1407 |
| LMArena Spanish | 1444 | 1377 |
| LMArena French | 1449 | — |
| LMArena German | 1396 | — |
| LMArena Japanese | 1383 | — |
| LMArena Korean | 1387 | — |

## Instruction Following

- Amazon Nova Experimental Chat 11 10: 73.4 (#118)
- GPT-6 Sol: 74.4 (#97)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-6 Sol |
|---|---|---|
| LMArena Instruction Following | 1387 | 1406 |

## Long Context

- Amazon Nova Experimental Chat 11 10: 42.5 (#116)
- GPT-6 Sol: 43.2 (#100)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-6 Sol |
|---|---|---|
| LMArena Longer Query | 1395 | 1415 |

## Writing & Preference

- Amazon Nova Experimental Chat 11 10: 59.0 (#109)
- GPT-6 Sol: 72.3 (#15)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-6 Sol |
|---|---|---|
| LMArena Text | 1415 | 1396 |
| LMArena Creative Writing | 1349 | 1392 |
| LMArena Multi-Turn | 1380 | 1405 |
| EQ-Bench Creative Writing | — | 2125 |

## FAQ

### Is Amazon Nova Experimental Chat 11 10 better than GPT-6 Sol?

GPT-6 Sol is the stronger model overall, scoring 49.2 to 42.4 on the Noometry Index.

### Is Amazon Nova Experimental Chat 11 10 or GPT-6 Sol better for coding?

GPT-6 Sol scores higher on coding benchmarks: 59.6 versus 41.6 in the Noometry coding category.

### How many benchmarks do Amazon Nova Experimental Chat 11 10 and GPT-6 Sol share?

13 benchmarks have published results for both models. Amazon Nova Experimental Chat 11 10 has 17 scored results on Noometry and GPT-6 Sol has 22.