# Amazon Nova Experimental Chat 10 20 vs GLM-4.6V

> Amazon Nova Experimental Chat 10 20 and GLM-4.6V score almost the same on the Noometry Index (42.1 vs 41.3), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/amazon-nova-experimental-chat-10-20-vs-glm-4-6v
- Last updated: 2026-10-12
- Shared benchmarks: 11

## Summary

- They share 11 benchmarks with published results for both. Amazon Nova Experimental Chat 10 20 scores higher in 7 categories and GLM-4.6V in 0 categories, but none of those gaps is larger than the uncertainty.
- GLM-4.6V has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Experimental Chat 10 20 | GLM-4.6V |
|---|---|---|
| Provider | Amazon | Z.ai (Zhipu) |
| Noometry Index | 42.1 | 41.3 |
| Rank | 118 | 137 |
| Context | — | 128K |
| Input $/M | — | $0.30 |
| Output $/M | — | $0.90 |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Experimental Chat 10 20: 41.6 (#123)
- GLM-4.6V: 40.9 (#128)

| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-4.6V |
|---|---|---|
| LMArena Coding | 1412 | 1390 |

## Reasoning

- Amazon Nova Experimental Chat 10 20: 28.4 (#106)
- GLM-4.6V: 27.6 (#115)

| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-4.6V |
|---|---|---|
| LMArena Hard Prompts | 1396 | 1368 |

## Math

- Amazon Nova Experimental Chat 10 20: 39.0 (#119)
- GLM-4.6V: —

| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-4.6V |
|---|---|---|
| LMArena Math | 1425 | — |

## Knowledge

- Amazon Nova Experimental Chat 10 20: 38.5 (#144)
- GLM-4.6V: 38.0 (#149)

| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-4.6V |
|---|---|---|
| LMArena Expert | 1386 | 1371 |

## Multimodal

- Amazon Nova Experimental Chat 10 20: —
- GLM-4.6V: 34.8 (#90)

| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-4.6V |
|---|---|---|
| LMArena Vision | — | 1164 |

## Multilingual

- Amazon Nova Experimental Chat 10 20: 49.5 (#131)
- GLM-4.6V: 48.6 (#141)

| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-4.6V |
|---|---|---|
| LMArena Non-English | 1372 | 1359 |
| LMArena Chinese | 1404 | 1425 |
| LMArena Russian | 1371 | 1340 |
| LMArena French | 1425 | — |
| LMArena German | 1391 | — |
| LMArena Japanese | 1360 | — |
| LMArena Korean | 1324 | — |
| LMArena Spanish | 1382 | — |

## Instruction Following

- Amazon Nova Experimental Chat 10 20: 72.1 (#141)
- GLM-4.6V: 71.4 (#151)

| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-4.6V |
|---|---|---|
| LMArena Instruction Following | 1365 | 1352 |

## Long Context

- Amazon Nova Experimental Chat 10 20: 41.7 (#133)
- GLM-4.6V: 41.3 (#143)

| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-4.6V |
|---|---|---|
| LMArena Longer Query | 1370 | 1358 |

## Writing & Preference

- Amazon Nova Experimental Chat 10 20: 56.6 (#136)
- GLM-4.6V: 56.6 (#137)

| Benchmark | Amazon Nova Experimental Chat 10 20 | GLM-4.6V |
|---|---|---|
| LMArena Text | 1394 | 1377 |
| LMArena Creative Writing | 1318 | 1347 |
| LMArena Multi-Turn | 1364 | 1360 |

## FAQ

### Is Amazon Nova Experimental Chat 10 20 better than GLM-4.6V?

Amazon Nova Experimental Chat 10 20 and GLM-4.6V score almost the same on the Noometry Index (42.1 vs 41.3), so choose on price, context window or the category you care about most.

### Is Amazon Nova Experimental Chat 10 20 or GLM-4.6V better for coding?

They score almost the same on coding (41.6 vs 40.9); test both on your own repository before choosing.

### How many benchmarks do Amazon Nova Experimental Chat 10 20 and GLM-4.6V share?

11 benchmarks have published results for both models. Amazon Nova Experimental Chat 10 20 has 17 scored results on Noometry and GLM-4.6V has 12.