# Amazon Nova Pro vs GPT-4 Turbo

> Amazon Nova Pro and GPT-4 Turbo score almost the same on the Noometry Index (30.5 vs 30.3), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/amazon-nova-pro-vs-gpt-4-turbo
- Last updated: 2026-10-10
- Shared benchmarks: 21

## Summary

- They share 21 benchmarks with published results for both. Amazon Nova Pro scores higher in 5 categories and GPT-4 Turbo in 4 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in math, where Amazon Nova Pro leads 26.4 to 8.6.
- Amazon Nova Pro is cheaper at $0.80 / $3.20 per million input/output tokens, against $10 / $30 for GPT-4 Turbo.
- Amazon Nova Pro accepts more context: 300K tokens versus 128K.

## Snapshot

| | Amazon Nova Pro | GPT-4 Turbo |
|---|---|---|
| Provider | Amazon | OpenAI |
| Noometry Index | 30.5 | 30.3 |
| Rank | 278 | 281 |
| Context | 300K | 128K |
| Input $/M | $0.80 | $10 |
| Output $/M | $3.20 | $30 |
| Weights | Proprietary | Proprietary |

## Coding

- Amazon Nova Pro: 34.6 (#224)
- GPT-4 Turbo: 33.4 (#247)

| Benchmark | Amazon Nova Pro | GPT-4 Turbo |
|---|---|---|
| LMArena Coding | 1270 | 1268 |
| WeirdML | — | 18% |
| BigCodeBench Instruct | — | 48.2% |
| LiveBench Coding | 38.1% | — |
| BigCodeBench Complete | — | 58.2% |
| HumanEval+ | — | 86.6% |
| MBPP+ | — | 73.3% |

## Agentic & Tool Use

- Amazon Nova Pro: 16.6 (#139)
- GPT-4 Turbo: —

| Benchmark | Amazon Nova Pro | GPT-4 Turbo |
|---|---|---|
| Berkeley Function Calling Leaderboard | 25% | — |
| TheAgentCompany | 1.7% | — |
| METR Time Horizons | — | 36.7% |

## Reasoning

- Amazon Nova Pro: 19.2 (#240)
- GPT-4 Turbo: 14.9 (#311)

| Benchmark | Amazon Nova Pro | GPT-4 Turbo |
|---|---|---|
| LMArena Hard Prompts | 1246 | 1251 |
| Epoch Capabilities Index | 123.75 | 127.25 |
| SimpleBench | — | 25.1% |
| Chess Puzzles | — | 6% |
| LiveBench Reasoning | 32.6% | — |
| DTBench | — | 61.6% |
| LiveBench Data Analysis | 48.3% | — |
| LMCA | — | 9.8% |
| ForecastBench | — | 59.4 |
| LiveBench | 43.5% | — |

## Math

- Amazon Nova Pro: 26.4 (#240)
- GPT-4 Turbo: 8.6 (#316)

| Benchmark | Amazon Nova Pro | GPT-4 Turbo |
|---|---|---|
| LMArena Math | 1252 | 1272 |
| FrontierMath (Tiers 1-3) | — | 0.7% |
| OTIS Mock AIME 2024-2025 | — | 6.7% |
| Omni-MATH | 24.2% | — |
| LiveBench Math | 38% | — |
| MATH Level 5 | — | 46.7% |

## Knowledge

- Amazon Nova Pro: 27.1 (#246)
- GPT-4 Turbo: 24.3 (#263)

| Benchmark | Amazon Nova Pro | GPT-4 Turbo |
|---|---|---|
| Confabulations | 30.1% | 28.4% |
| LMArena Expert | 1211 | 1223 |
| MMLU | 82% | 81.3% |
| GPQA Diamond | — | 46.6% |
| Humanity's Last Exam | 4.4% | — |
| MMLU-Pro | 67.3% | — |
| Vectara Hallucination Rate | 5.1% | — |
| GPQA (HELM) | 44.6% | — |

## Multimodal

- Amazon Nova Pro: 24.5 (#121)
- GPT-4 Turbo: 30.0 (#104)

| Benchmark | Amazon Nova Pro | GPT-4 Turbo |
|---|---|---|
| LMArena Vision | 980 | 1090 |

## Multilingual

- Amazon Nova Pro: 39.9 (#218)
- GPT-4 Turbo: 40.7 (#211)

| Benchmark | Amazon Nova Pro | GPT-4 Turbo |
|---|---|---|
| LMArena Non-English | 1234 | 1245 |
| LMArena Chinese | 1244 | 1242 |
| LMArena French | 1270 | 1275 |
| LMArena German | 1243 | 1259 |
| LMArena Japanese | 1200 | 1194 |
| LMArena Korean | 1203 | 1187 |
| LMArena Russian | 1240 | 1259 |
| LMArena Spanish | 1182 | 1260 |

## Instruction Following

- Amazon Nova Pro: 65.1 (#221)
- GPT-4 Turbo: 66.0 (#211)

| Benchmark | Amazon Nova Pro | GPT-4 Turbo |
|---|---|---|
| LMArena Instruction Following | 1235 | 1250 |
| LiveBench Instruction Following | 67.1% | — |
| IFEval | 81.5% | — |

## Long Context

- Amazon Nova Pro: 38.1 (#199)
- GPT-4 Turbo: 38.0 (#200)

| Benchmark | Amazon Nova Pro | GPT-4 Turbo |
|---|---|---|
| LMArena Longer Query | 1255 | 1254 |

## Writing & Preference

- Amazon Nova Pro: 44.1 (#221)
- GPT-4 Turbo: 47.9 (#201)

| Benchmark | Amazon Nova Pro | GPT-4 Turbo |
|---|---|---|
| LMArena Text | 1259 | 1272 |
| LMArena Creative Writing | 1212 | 1269 |
| LMArena Multi-Turn | 1245 | 1267 |
| Short-Story Creative Writing | 60.5% | — |
| WildBench | 77.7% | — |
| LiveBench Language | 37% | — |

## FAQ

### Is Amazon Nova Pro better than GPT-4 Turbo?

Amazon Nova Pro and GPT-4 Turbo score almost the same on the Noometry Index (30.5 vs 30.3), so choose on price, context window or the category you care about most.

### Which is cheaper, Amazon Nova Pro or GPT-4 Turbo?

Amazon Nova Pro is cheaper. It lists at $0.80 per million input tokens and $3.20 per million output tokens; GPT-4 Turbo lists at $10 and $30.

### Is Amazon Nova Pro or GPT-4 Turbo better for coding?

Amazon Nova Pro scores higher on coding benchmarks: 34.6 versus 33.4 in the Noometry coding category.

### Which has the bigger context window?

Amazon Nova Pro does, with 300K tokens against 128K.

### How many benchmarks do Amazon Nova Pro and GPT-4 Turbo share?

21 benchmarks have published results for both models. Amazon Nova Pro has 38 scored results on Noometry and GPT-4 Turbo has 36.