# GLM-4.6V vs Molmo 2 8b

> GLM-4.6V is the stronger model overall, scoring 41.3 to 39.1 on the Noometry Index.

- Canonical page: https://noometry.com/compare/glm-4-6v-vs-molmo-2-8b
- Last updated: 2026-10-11
- Shared benchmarks: 5

## Summary

- They share 5 benchmarks with published results for both. GLM-4.6V scores higher in 5 categories and Molmo 2 8b in 0 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where GLM-4.6V leads 56.6 to 49.4.

## Snapshot

| | GLM-4.6V | Molmo 2 8b |
|---|---|---|
| Provider | Z.ai (Zhipu) | Allen Institute for AI (Ai2) |
| Noometry Index | 41.3 | 39.1 |
| Rank | 137 | 174 |
| Context | 128K | — |
| Input $/M | $0.30 | — |
| Output $/M | $0.90 | — |
| Weights | Open | Open |

## Coding

- GLM-4.6V: 40.9 (#128)
- Molmo 2 8b: —

| Benchmark | GLM-4.6V | Molmo 2 8b |
|---|---|---|
| LMArena Coding | 1390 | — |

## Reasoning

- GLM-4.6V: 27.6 (#115)
- Molmo 2 8b: 25.6 (#146)

| Benchmark | GLM-4.6V | Molmo 2 8b |
|---|---|---|
| LMArena Hard Prompts | 1368 | 1287 |

## Knowledge

- GLM-4.6V: 38.0 (#149)
- Molmo 2 8b: —

| Benchmark | GLM-4.6V | Molmo 2 8b |
|---|---|---|
| LMArena Expert | 1371 | — |

## Multimodal

- GLM-4.6V: 34.8 (#90)
- Molmo 2 8b: 30.2 (#112)

| Benchmark | GLM-4.6V | Molmo 2 8b |
|---|---|---|
| LMArena Vision | 1164 | 1081 |

## Multilingual

- GLM-4.6V: 48.6 (#141)
- Molmo 2 8b: 42.7 (#190)

| Benchmark | GLM-4.6V | Molmo 2 8b |
|---|---|---|
| LMArena Non-English | 1359 | 1276 |
| LMArena Chinese | 1425 | — |
| LMArena Russian | 1340 | — |

## Instruction Following

- GLM-4.6V: 71.4 (#151)
- Molmo 2 8b: 67.0 (#201)

| Benchmark | GLM-4.6V | Molmo 2 8b |
|---|---|---|
| LMArena Instruction Following | 1352 | 1270 |

## Long Context

- GLM-4.6V: 41.3 (#143)
- Molmo 2 8b: —

| Benchmark | GLM-4.6V | Molmo 2 8b |
|---|---|---|
| LMArena Longer Query | 1358 | — |

## Writing & Preference

- GLM-4.6V: 56.6 (#137)
- Molmo 2 8b: 49.4 (#191)

| Benchmark | GLM-4.6V | Molmo 2 8b |
|---|---|---|
| LMArena Text | 1377 | 1288 |
| LMArena Creative Writing | 1347 | — |
| LMArena Multi-Turn | 1360 | — |

## FAQ

### Is GLM-4.6V better than Molmo 2 8b?

GLM-4.6V is the stronger model overall, scoring 41.3 to 39.1 on the Noometry Index.

### How many benchmarks do GLM-4.6V and Molmo 2 8b share?

5 benchmarks have published results for both models. GLM-4.6V has 12 scored results on Noometry and Molmo 2 8b has 5.