# Amazon Nova Experimental Chat 11 10 vs GPT-4o mini

> Amazon Nova Experimental Chat 11 10 is the stronger model overall, scoring 43.0 to 25.5 on the Noometry Index.

- Canonical page: https://noometry.com/compare/amazon-nova-experimental-chat-11-10-vs-gpt-4o-mini
- Last updated: 2026-10-12
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Amazon Nova Experimental Chat 11 10 scores higher in 8 categories and GPT-4o mini in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where Amazon Nova Experimental Chat 11 10 leads 39.1 to 10.4.

## Snapshot

| | Amazon Nova Experimental Chat 11 10 | GPT-4o mini |
|---|---|---|
| Provider | Amazon | OpenAI |
| Noometry Index | 43.0 | 25.5 |
| Rank | 101 | 343 |
| Context | — | 128K |
| Input $/M | — | $0.15 |
| Output $/M | — | $0.60 |
| Weights | Proprietary | Proprietary |

## Coding

- Amazon Nova Experimental Chat 11 10: 42.3 (#107)
- GPT-4o mini: 22.0 (#335)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-4o mini |
|---|---|---|
| LMArena Coding | 1433 | 1290 |
| Aider Polyglot | — | 3.6% |
| WeirdML | — | 11.8% |
| BigCodeBench Instruct | — | 46.1% |
| LiveBench Coding | — | 43.1% |
| BigCodeBench Complete | — | 57.4% |
| HumanEval+ | — | 83.5% |
| MBPP+ | — | 72.2% |

## Agentic & Tool Use

- Amazon Nova Experimental Chat 11 10: —
- GPT-4o mini: 27.5 (#101)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-4o mini |
|---|---|---|
| BALROG | — | 17.4% |

## Reasoning

- Amazon Nova Experimental Chat 11 10: 29.1 (#95)
- GPT-4o mini: 8.7 (#347)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-4o mini |
|---|---|---|
| LMArena Hard Prompts | 1422 | 1267 |
| ARC-AGI-2 | — | 0% |
| SimpleBench | — | 10.7% |
| Kagi LLM Benchmark | — | 28.8% |
| Chess Puzzles | — | 0% |
| LiveBench Reasoning | — | 32.8% |
| Mystery Game Puzzles | — | 12% |
| DTBench | — | 54.4% |
| LiveBench Data Analysis | — | 50% |
| LMCA | — | 10.4% |
| Epoch Capabilities Index | — | 126.56 |
| LiveBench | — | 41.3% |
| PIQA | — | 88.7% |

## Math

- Amazon Nova Experimental Chat 11 10: 39.1 (#114)
- GPT-4o mini: 10.4 (#314)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-4o mini |
|---|---|---|
| LMArena Math | 1431 | 1267 |
| FrontierMath (Tiers 1-3) | — | 0.7% |
| OTIS Mock AIME 2024-2025 | — | 6.9% |
| Omni-MATH | — | 28% |
| LiveBench Math | — | 36.3% |
| MATH Level 5 | — | 52.6% |
| GSM8K | — | 91.3% |

## Knowledge

- Amazon Nova Experimental Chat 11 10: 39.9 (#127)
- GPT-4o mini: 17.7 (#284)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-4o mini |
|---|---|---|
| LMArena Expert | 1431 | 1235 |
| GPQA Diamond | — | 37.7% |
| SimpleQA Verified | — | 8.3% |
| MMLU-Pro | — | 60.3% |
| Confabulations | — | 37.2% |
| GPQA (HELM) | — | 36.8% |
| BoolQ | — | 88.7% |
| MMLU | — | 81.8% |

## Multimodal

- Amazon Nova Experimental Chat 11 10: —
- GPT-4o mini: 25.9 (#122)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-4o mini |
|---|---|---|
| LMArena Vision | — | 1066 |
| Video-MME | — | 64.8% |
| GeoBench | — | 64% |
| VPCT | — | 34% |

## Multilingual

- Amazon Nova Experimental Chat 11 10: 51.9 (#98)
- GPT-4o mini: 42.0 (#199)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-4o mini |
|---|---|---|
| LMArena Non-English | 1405 | 1266 |
| LMArena Chinese | 1463 | 1265 |
| LMArena French | 1449 | 1297 |
| LMArena German | 1395 | 1272 |
| LMArena Japanese | 1383 | 1216 |
| LMArena Korean | 1384 | 1195 |
| LMArena Russian | 1394 | 1275 |
| LMArena Spanish | 1444 | 1276 |

## Instruction Following

- Amazon Nova Experimental Chat 11 10: 73.2 (#122)
- GPT-4o mini: 61.9 (#239)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-4o mini |
|---|---|---|
| LMArena Instruction Following | 1387 | 1258 |
| LiveBench Instruction Following | — | 56.8% |
| IFEval | — | 78.2% |

## Long Context

- Amazon Nova Experimental Chat 11 10: 42.5 (#121)
- GPT-4o mini: 39.1 (#186)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-4o mini |
|---|---|---|
| LMArena Longer Query | 1395 | 1289 |

## Writing & Preference

- Amazon Nova Experimental Chat 11 10: 58.8 (#114)
- GPT-4o mini: 39.5 (#248)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GPT-4o mini |
|---|---|---|
| LMArena Text | 1415 | 1286 |
| LMArena Creative Writing | 1349 | 1268 |
| LMArena Multi-Turn | 1380 | 1285 |
| Short-Story Creative Writing | — | 67.2% |
| EQ-Bench Creative Writing | — | 873 |
| WildBench | — | 79.1% |
| LiveBench Language | — | 28.6% |

## FAQ

### Is Amazon Nova Experimental Chat 11 10 better than GPT-4o mini?

Amazon Nova Experimental Chat 11 10 is the stronger model overall, scoring 43.0 to 25.5 on the Noometry Index.

### Is Amazon Nova Experimental Chat 11 10 or GPT-4o mini better for coding?

Amazon Nova Experimental Chat 11 10 scores higher on coding benchmarks: 42.3 versus 22.0 in the Noometry coding category.

### How many benchmarks do Amazon Nova Experimental Chat 11 10 and GPT-4o mini share?

17 benchmarks have published results for both models. Amazon Nova Experimental Chat 11 10 has 17 scored results on Noometry and GPT-4o mini has 60.