# GLM-4.5-Air vs Nova 2.0 Pro Preview

> GLM-4.5-Air is the stronger model overall, scoring 38.9 to 33.4 on the Noometry Index.

- Canonical page: https://noometry.com/compare/glm-4-5-air-vs-nova-2-0-pro-preview
- Last updated: 2026-10-12
- Shared benchmarks: 0

## Summary

- The widest gap is in coding, where Nova 2.0 Pro Preview leads 40.8 to 33.3.
- GLM-4.5-Air has downloadable open weights; the other is API-only.

## Snapshot

| | GLM-4.5-Air | Nova 2.0 Pro Preview |
|---|---|---|
| Provider | Z.ai (Zhipu) | Amazon |
| Noometry Index | 38.9 | 33.4 |
| Rank | 177 | 244 |
| Context | 131K | — |
| Input $/M | $0.20 | — |
| Output $/M | $1.10 | — |
| Weights | Open | Proprietary |

## Coding

- GLM-4.5-Air: 33.3 (#259)
- Nova 2.0 Pro Preview: 40.8 (#133)

| Benchmark | GLM-4.5-Air | Nova 2.0 Pro Preview |
|---|---|---|
| SciCode | — | 42.7% |
| GSO | 2.9% | — |
| LMArena Coding | 1397 | — |

## Agentic & Tool Use

- GLM-4.5-Air: —
- Nova 2.0 Pro Preview: 21.9 (#136)

| Benchmark | GLM-4.5-Air | Nova 2.0 Pro Preview |
|---|---|---|
| GDP.pdf | — | 2% |

## Reasoning

- GLM-4.5-Air: 24.1 (#166)
- Nova 2.0 Pro Preview: 22.4 (#194)

| Benchmark | GLM-4.5-Air | Nova 2.0 Pro Preview |
|---|---|---|
| Kagi LLM Benchmark | 43% | — |
| CritPt | — | 0% |
| LMArena Hard Prompts | 1379 | — |
| ForecastBench | 59.2 | — |

## Math

- GLM-4.5-Air: 36.2 (#170)
- Nova 2.0 Pro Preview: —

| Benchmark | GLM-4.5-Air | Nova 2.0 Pro Preview |
|---|---|---|
| Omni-MATH | 39.1% | — |
| LMArena Math | 1396 | — |

## Knowledge

- GLM-4.5-Air: 35.0 (#191)
- Nova 2.0 Pro Preview: —

| Benchmark | GLM-4.5-Air | Nova 2.0 Pro Preview |
|---|---|---|
| Humanity's Last Exam | 8.1% | — |
| MMLU-Pro | 76.2% | — |
| Vectara Hallucination Rate | 9.3% | — |
| GPQA (HELM) | 59.4% | — |
| LMArena Expert | 1370 | — |

## Multilingual

- GLM-4.5-Air: 49.1 (#135)
- Nova 2.0 Pro Preview: —

| Benchmark | GLM-4.5-Air | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Non-English | 1366 | — |
| LMArena Chinese | 1426 | — |
| LMArena French | 1399 | — |
| LMArena German | 1377 | — |
| LMArena Japanese | 1348 | — |
| LMArena Korean | 1308 | — |
| LMArena Russian | 1373 | — |
| LMArena Spanish | 1386 | — |

## Instruction Following

- GLM-4.5-Air: 69.6 (#171)
- Nova 2.0 Pro Preview: —

| Benchmark | GLM-4.5-Air | Nova 2.0 Pro Preview |
|---|---|---|
| IFEval | 81.2% | — |
| LMArena Instruction Following | 1354 | — |

## Long Context

- GLM-4.5-Air: 41.6 (#135)
- Nova 2.0 Pro Preview: —

| Benchmark | GLM-4.5-Air | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Longer Query | 1366 | — |

## Writing & Preference

- GLM-4.5-Air: 55.9 (#139)
- Nova 2.0 Pro Preview: —

| Benchmark | GLM-4.5-Air | Nova 2.0 Pro Preview |
|---|---|---|
| LMArena Text | 1384 | — |
| LMArena Creative Writing | 1343 | — |
| WildBench | 78.9% | — |
| LMArena Multi-Turn | 1371 | — |

## FAQ

### Is GLM-4.5-Air better than Nova 2.0 Pro Preview?

GLM-4.5-Air is the stronger model overall, scoring 38.9 to 33.4 on the Noometry Index.

### Is GLM-4.5-Air or Nova 2.0 Pro Preview better for coding?

Nova 2.0 Pro Preview scores higher on coding benchmarks: 40.8 versus 33.3 in the Noometry coding category.

### How many benchmarks do GLM-4.5-Air and Nova 2.0 Pro Preview share?

0 benchmarks have published results for both models. GLM-4.5-Air has 27 scored results on Noometry and Nova 2.0 Pro Preview has 3.