# GLM-5V-Turbo vs Nova 2.0 Pro Preview

> GLM-5V-Turbo is the stronger model overall, scoring 43.8 to 33.4 on the Noometry Index.

- Canonical page: https://noometry.com/compare/glm-5v-turbo-vs-nova-2-0-pro-preview
- Last updated: 2026-10-12
- Shared benchmarks: 0

## Summary

- The widest gap is in reasoning, where GLM-5V-Turbo leads 29.7 to 22.4.

## Snapshot

| | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| Provider | Z.ai (Zhipu) | Amazon |
| Noometry Index | 43.8 | 33.4 |
| Rank | 84 | 244 |
| Context | 200K | — |
| Input $/M | $1.20 | — |
| Output $/M | $4 | — |
| Weights | Proprietary | Proprietary |

## Coding

- GLM-5V-Turbo: 42.1 (#111)
- Nova 2.0 Pro Preview: 40.8 (#133)

| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena WebDev | 1401 | — |
| SciCode | — | 42.7% |
| LMArena Coding | 1466 | — |

## Agentic & Tool Use

- GLM-5V-Turbo: —
- Nova 2.0 Pro Preview: 21.9 (#136)

| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| GDP.pdf | — | 2% |

## Reasoning

- GLM-5V-Turbo: 29.7 (#89)
- Nova 2.0 Pro Preview: 22.4 (#194)

| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| CritPt | — | 0% |
| LMArena Hard Prompts | 1443 | — |

## Math

- GLM-5V-Turbo: 39.4 (#106)
- Nova 2.0 Pro Preview: —

| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Math | 1441 | — |

## Knowledge

- GLM-5V-Turbo: 40.6 (#117)
- Nova 2.0 Pro Preview: —

| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Expert | 1452 | — |

## Multimodal

- GLM-5V-Turbo: 40.9 (#42)
- Nova 2.0 Pro Preview: —

| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Vision | 1264 | — |
| LMArena Document | 1416 | — |

## Multilingual

- GLM-5V-Turbo: 53.0 (#73)
- Nova 2.0 Pro Preview: —

| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Non-English | 1420 | — |
| LMArena Chinese | 1488 | — |
| LMArena French | 1444 | — |
| LMArena German | 1423 | — |
| LMArena Korean | 1396 | — |
| LMArena Russian | 1431 | — |
| LMArena Spanish | 1450 | — |

## Instruction Following

- GLM-5V-Turbo: 75.0 (#80)
- Nova 2.0 Pro Preview: —

| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Instruction Following | 1423 | — |

## Long Context

- GLM-5V-Turbo: 44.0 (#80)
- Nova 2.0 Pro Preview: —

| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Longer Query | 1438 | — |

## Writing & Preference

- GLM-5V-Turbo: 62.5 (#73)
- Nova 2.0 Pro Preview: —

| Benchmark | GLM-5V-Turbo | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Text | 1437 | — |
| LMArena Creative Writing | 1416 | — |
| LMArena Multi-Turn | 1432 | — |

## FAQ

### Is GLM-5V-Turbo better than Nova 2.0 Pro Preview?

GLM-5V-Turbo is the stronger model overall, scoring 43.8 to 33.4 on the Noometry Index.

### Is GLM-5V-Turbo or Nova 2.0 Pro Preview better for coding?

GLM-5V-Turbo scores higher on coding benchmarks: 42.1 versus 40.8 in the Noometry coding category.

### How many benchmarks do GLM-5V-Turbo and Nova 2.0 Pro Preview share?

0 benchmarks have published results for both models. GLM-5V-Turbo has 19 scored results on Noometry and Nova 2.0 Pro Preview has 3.