# Amazon Nova Experimental Chat 11 10 vs GLM-4.5V

> Amazon Nova Experimental Chat 11 10 is the stronger model overall, scoring 42.4 to 39.2 on the Noometry Index.

- Canonical page: https://noometry.com/compare/amazon-nova-experimental-chat-11-10-vs-glm-4-5v
- 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 8 categories and GLM-4.5V in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where Amazon Nova Experimental Chat 11 10 leads 52.1 to 44.9.
- GLM-4.5V has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Experimental Chat 11 10 | GLM-4.5V |
|---|---|---|
| Provider | Amazon | Z.ai (Zhipu) |
| Noometry Index | 42.4 | 39.2 |
| Rank | 101 | 158 |
| Context | — | 64K |
| Input $/M | — | $0.60 |
| Output $/M | — | $1.80 |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Experimental Chat 11 10: 41.6 (#109)
- GLM-4.5V: 38.9 (#152)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.5V |
|---|---|---|
| LMArena Coding | 1433 | 1347 |

## Reasoning

- Amazon Nova Experimental Chat 11 10: 27.9 (#94)
- GLM-4.5V: 26.5 (#118)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.5V |
|---|---|---|
| LMArena Hard Prompts | 1422 | 1335 |
| Kagi LLM Benchmark | — | 59.8% |

## Math

- Amazon Nova Experimental Chat 11 10: 36.4 (#116)
- GLM-4.5V: 34.7 (#157)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.5V |
|---|---|---|
| LMArena Math | 1431 | 1353 |

## Knowledge

- Amazon Nova Experimental Chat 11 10: 39.3 (#122)
- GLM-4.5V: 36.8 (#155)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.5V |
|---|---|---|
| LMArena Expert | 1432 | 1353 |

## Multimodal

- Amazon Nova Experimental Chat 11 10: —
- GLM-4.5V: 33.6 (#86)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.5V |
|---|---|---|
| LMArena Vision | — | 1154 |

## Multilingual

- Amazon Nova Experimental Chat 11 10: 52.1 (#91)
- GLM-4.5V: 44.9 (#172)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.5V |
|---|---|---|
| LMArena Non-English | 1405 | 1304 |
| LMArena Chinese | 1463 | 1338 |
| LMArena Russian | 1395 | 1299 |
| LMArena Spanish | 1444 | 1335 |
| LMArena French | 1449 | — |
| LMArena German | 1396 | — |
| LMArena Japanese | 1383 | — |
| LMArena Korean | 1387 | — |

## Instruction Following

- Amazon Nova Experimental Chat 11 10: 73.4 (#118)
- GLM-4.5V: 69.4 (#170)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.5V |
|---|---|---|
| LMArena Instruction Following | 1387 | 1311 |

## Long Context

- Amazon Nova Experimental Chat 11 10: 42.5 (#116)
- GLM-4.5V: 39.6 (#166)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.5V |
|---|---|---|
| LMArena Longer Query | 1395 | 1305 |

## Writing & Preference

- Amazon Nova Experimental Chat 11 10: 59.0 (#109)
- GLM-4.5V: 52.7 (#162)

| Benchmark | Amazon Nova Experimental Chat 11 10 | GLM-4.5V |
|---|---|---|
| LMArena Text | 1415 | 1333 |
| LMArena Creative Writing | 1349 | 1295 |
| LMArena Multi-Turn | 1380 | 1333 |

## FAQ

### Is Amazon Nova Experimental Chat 11 10 better than GLM-4.5V?

Amazon Nova Experimental Chat 11 10 is the stronger model overall, scoring 42.4 to 39.2 on the Noometry Index.

### Is Amazon Nova Experimental Chat 11 10 or GLM-4.5V better for coding?

Amazon Nova Experimental Chat 11 10 scores higher on coding benchmarks: 41.6 versus 38.9 in the Noometry coding category.

### How many benchmarks do Amazon Nova Experimental Chat 11 10 and GLM-4.5V share?

13 benchmarks have published results for both models. Amazon Nova Experimental Chat 11 10 has 17 scored results on Noometry and GLM-4.5V has 15.