# Amazon Nova Micro vs GPT-6 Sol

> GPT-6 Sol is the stronger model overall, scoring 49.2 to 29.9 on the Noometry Index. Amazon Nova Micro costs 65× less per token, which makes it the better buy when GPT-6 Sol's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/amazon-nova-micro-vs-gpt-6-sol
- Last updated: 2026-10-10
- Shared benchmarks: 14

## Summary

- They share 14 benchmarks with published results for both. Amazon Nova Micro scores higher in 0 categories and GPT-6 Sol in 9 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where GPT-6 Sol leads 49.3 to 16.7.
- Amazon Nova Micro is cheaper at $0.035 / $0.14 per million input/output tokens, against $2 / $10 for GPT-6 Sol.
- GPT-6 Sol accepts more context: 1.05M tokens versus 128K.

## Snapshot

| | Amazon Nova Micro | GPT-6 Sol |
|---|---|---|
| Provider | Amazon | OpenAI |
| Noometry Index | 29.9 | 49.2 |
| Rank | 290 | 46 |
| Context | 128K | 1.05M |
| Input $/M | $0.035 | $2 |
| Output $/M | $0.14 | $10 |
| Weights | Proprietary | Proprietary |

## Coding

- Amazon Nova Micro: 30.0 (#289)
- GPT-6 Sol: 59.6 (#11)

| Benchmark | Amazon Nova Micro | GPT-6 Sol |
|---|---|---|
| LMArena Coding | 1218 | 1453 |
| DeepSWE | — | 68.8% |
| FrontierCode | — | 49.3% |
| LMArena WebDev | — | 1692 |
| LiveBench Coding | 20.2% | — |

## Agentic & Tool Use

- Amazon Nova Micro: 21.9 (#125)
- GPT-6 Sol: 33.5 (#49)

| Benchmark | Amazon Nova Micro | GPT-6 Sol |
|---|---|---|
| Berkeley Function Calling Leaderboard | 22.3% | — |
| GDP.pdf | — | 28% |

## Reasoning

- Amazon Nova Micro: 16.7 (#289)
- GPT-6 Sol: 49.3 (#34)

| Benchmark | Amazon Nova Micro | GPT-6 Sol |
|---|---|---|
| LMArena Hard Prompts | 1191 | 1420 |
| NYT Connections (extended) | — | 90.1% |
| EBR-Bench | — | 53.3% |
| LiveBench Reasoning | 25.1% | — |
| LiveBench Data Analysis | 34% | — |
| LiveBench | 29.6% | — |

## Math

- Amazon Nova Micro: 24.9 (#252)
- GPT-6 Sol: 35.8 (#135)

| Benchmark | Amazon Nova Micro | GPT-6 Sol |
|---|---|---|
| LMArena Math | 1206 | 1404 |
| Omni-MATH | 21.4% | — |
| LiveBench Math | 34.5% | — |

## Knowledge

- Amazon Nova Micro: 29.2 (#231)
- GPT-6 Sol: 43.0 (#87)

| Benchmark | Amazon Nova Micro | GPT-6 Sol |
|---|---|---|
| Vectara Hallucination Rate | 5.5% | 6.5% |
| LMArena Expert | 1184 | 1449 |
| MMLU-Pro | 51.1% | — |
| GPQA (HELM) | 38.3% | — |
| MMLU | 70.8% | — |

## Multimodal

- Amazon Nova Micro: —
- GPT-6 Sol: 47.6 (#9)

| Benchmark | Amazon Nova Micro | GPT-6 Sol |
|---|---|---|
| Furniture Assembly | — | 58.3% |

## Multilingual

- Amazon Nova Micro: 36.7 (#234)
- GPT-6 Sol: 51.0 (#113)

| Benchmark | Amazon Nova Micro | GPT-6 Sol |
|---|---|---|
| LMArena Non-English | 1186 | 1389 |
| LMArena Chinese | 1209 | 1416 |
| LMArena Russian | 1185 | 1407 |
| LMArena Spanish | 1225 | 1377 |
| LMArena French | 1237 | — |
| LMArena German | 1192 | — |
| LMArena Japanese | 1154 | — |
| LMArena Korean | 1150 | — |

## Instruction Following

- Amazon Nova Micro: 56.6 (#267)
- GPT-6 Sol: 74.4 (#97)

| Benchmark | Amazon Nova Micro | GPT-6 Sol |
|---|---|---|
| LMArena Instruction Following | 1174 | 1406 |
| LiveBench Instruction Following | 48% | — |
| IFEval | 76% | — |

## Long Context

- Amazon Nova Micro: 36.5 (#224)
- GPT-6 Sol: 43.2 (#100)

| Benchmark | Amazon Nova Micro | GPT-6 Sol |
|---|---|---|
| LMArena Longer Query | 1206 | 1415 |

## Writing & Preference

- Amazon Nova Micro: 39.7 (#242)
- GPT-6 Sol: 72.3 (#15)

| Benchmark | Amazon Nova Micro | GPT-6 Sol |
|---|---|---|
| LMArena Text | 1208 | 1396 |
| LMArena Creative Writing | 1172 | 1392 |
| LMArena Multi-Turn | 1178 | 1405 |
| EQ-Bench Creative Writing | — | 2125 |
| WildBench | 74.3% | — |
| LiveBench Language | 15.8% | — |

## FAQ

### Is Amazon Nova Micro better than GPT-6 Sol?

GPT-6 Sol is the stronger model overall, scoring 49.2 to 29.9 on the Noometry Index. Amazon Nova Micro costs 65× less per token, which makes it the better buy when GPT-6 Sol's lead doesn't matter for your workload.

### Which is cheaper, Amazon Nova Micro or GPT-6 Sol?

Amazon Nova Micro is cheaper. It lists at $0.035 per million input tokens and $0.14 per million output tokens; GPT-6 Sol lists at $2 and $10.

### Is Amazon Nova Micro or GPT-6 Sol better for coding?

GPT-6 Sol scores higher on coding benchmarks: 59.6 versus 30.0 in the Noometry coding category.

### Which has the bigger context window?

GPT-6 Sol does, with 1.05M tokens against 128K.

### How many benchmarks do Amazon Nova Micro and GPT-6 Sol share?

14 benchmarks have published results for both models. Amazon Nova Micro has 32 scored results on Noometry and GPT-6 Sol has 22.