# Amazon Nova Lite vs Chatgpt 4o Latest 20250326

> Chatgpt 4o Latest 20250326 is the stronger model overall, scoring 43.2 to 31.4 on the Noometry Index.

- Canonical page: https://noometry.com/compare/amazon-nova-lite-vs-chatgpt-4o
- Last updated: 2026-10-10
- Shared benchmarks: 18

## Summary

- They share 18 benchmarks with published results for both. Amazon Nova Lite scores higher in 0 categories and Chatgpt 4o Latest 20250326 in 9 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Chatgpt 4o Latest 20250326 leads 62.8 to 42.3.

## Snapshot

| | Amazon Nova Lite | Chatgpt 4o Latest 20250326 |
|---|---|---|
| Provider | Amazon | OpenAI |
| Noometry Index | 31.4 | 43.2 |
| Rank | 262 | 84 |
| Context | 300K | — |
| Input $/M | $0.06 | — |
| Output $/M | $0.24 | — |
| Weights | Proprietary | Proprietary |

## Coding

- Amazon Nova Lite: 32.0 (#266)
- Chatgpt 4o Latest 20250326: 41.0 (#122)

| Benchmark | Amazon Nova Lite | Chatgpt 4o Latest 20250326 |
|---|---|---|
| LMArena Coding | 1239 | 1413 |
| LiveBench Coding | 27.5% | — |
| ALE-Bench | 236.25 | — |

## Reasoning

- Amazon Nova Lite: 18.5 (#257)
- Chatgpt 4o Latest 20250326: 32.8 (#64)

| Benchmark | Amazon Nova Lite | Chatgpt 4o Latest 20250326 |
|---|---|---|
| LMArena Hard Prompts | 1220 | 1424 |
| Kagi LLM Benchmark | — | 75% |
| LiveBench Reasoning | 36.7% | — |
| LiveBench Data Analysis | 37.2% | — |
| LiveBench | 36.4% | — |

## Math

- Amazon Nova Lite: 25.8 (#243)
- Chatgpt 4o Latest 20250326: 35.8 (#134)

| Benchmark | Amazon Nova Lite | Chatgpt 4o Latest 20250326 |
|---|---|---|
| LMArena Math | 1227 | 1407 |
| Omni-MATH | 23.3% | — |
| LiveBench Math | 36.7% | — |

## Knowledge

- Amazon Nova Lite: 26.0 (#254)
- Chatgpt 4o Latest 20250326: 38.7 (#131)

| Benchmark | Amazon Nova Lite | Chatgpt 4o Latest 20250326 |
|---|---|---|
| LMArena Expert | 1201 | 1400 |
| Humanity's Last Exam | 3.6% | — |
| MMLU-Pro | 60% | — |
| Confabulations | — | 16.6% |
| Vectara Hallucination Rate | 6.1% | — |
| GPQA (HELM) | 39.7% | — |
| MMLU | 77% | — |

## Multimodal

- Amazon Nova Lite: 25.0 (#118)
- Chatgpt 4o Latest 20250326: 38.9 (#54)

| Benchmark | Amazon Nova Lite | Chatgpt 4o Latest 20250326 |
|---|---|---|
| LMArena Vision | 990 | 1243 |

## Multilingual

- Amazon Nova Lite: 38.2 (#227)
- Chatgpt 4o Latest 20250326: 53.1 (#72)

| Benchmark | Amazon Nova Lite | Chatgpt 4o Latest 20250326 |
|---|---|---|
| LMArena Non-English | 1208 | 1419 |
| LMArena Chinese | 1225 | 1456 |
| LMArena French | 1237 | 1447 |
| LMArena German | 1229 | 1424 |
| LMArena Japanese | 1153 | 1406 |
| LMArena Korean | 1153 | 1397 |
| LMArena Russian | 1216 | 1429 |
| LMArena Spanish | 1225 | 1435 |

## Instruction Following

- Amazon Nova Lite: 59.6 (#250)
- Chatgpt 4o Latest 20250326: 74.2 (#102)

| Benchmark | Amazon Nova Lite | Chatgpt 4o Latest 20250326 |
|---|---|---|
| LMArena Instruction Following | 1205 | 1403 |
| LiveBench Instruction Following | 54.1% | — |
| IFEval | 77.6% | — |

## Long Context

- Amazon Nova Lite: 37.4 (#212)
- Chatgpt 4o Latest 20250326: 43.1 (#104)

| Benchmark | Amazon Nova Lite | Chatgpt 4o Latest 20250326 |
|---|---|---|
| LMArena Longer Query | 1234 | 1413 |

## Writing & Preference

- Amazon Nova Lite: 42.3 (#232)
- Chatgpt 4o Latest 20250326: 62.8 (#68)

| Benchmark | Amazon Nova Lite | Chatgpt 4o Latest 20250326 |
|---|---|---|
| LMArena Text | 1229 | 1429 |
| LMArena Creative Writing | 1197 | 1406 |
| LMArena Multi-Turn | 1199 | 1454 |
| EQ-Bench Creative Writing | — | 1501 |
| WildBench | 75% | — |
| LiveBench Language | 25.9% | — |

## FAQ

### Is Amazon Nova Lite better than Chatgpt 4o Latest 20250326?

Chatgpt 4o Latest 20250326 is the stronger model overall, scoring 43.2 to 31.4 on the Noometry Index.

### Is Amazon Nova Lite or Chatgpt 4o Latest 20250326 better for coding?

Chatgpt 4o Latest 20250326 scores higher on coding benchmarks: 41.0 versus 32.0 in the Noometry coding category.

### How many benchmarks do Amazon Nova Lite and Chatgpt 4o Latest 20250326 share?

18 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Chatgpt 4o Latest 20250326 has 21.