# GLM-4.5V vs Nova Premier 1.0

> GLM-4.5V is the stronger model overall, scoring 39.2 to 37.7 on the Noometry Index.

- Canonical page: https://noometry.com/compare/glm-4-5v-vs-nova-premier-1-0
- Last updated: 2026-10-10
- Shared benchmarks: 1

## Summary

- They share 1 benchmark with published results for both. GLM-4.5V scores higher in 5 categories and Nova Premier 1.0 in 0 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where GLM-4.5V leads 26.5 to 22.3.
- The biggest single-benchmark swing is Kagi LLM Benchmark: 59.8% for GLM-4.5V and 44.8% for Nova Premier 1.0.
- GLM-4.5V is cheaper at $0.60 / $1.80 per million input/output tokens, against $2.50 / $12.50 for Nova Premier 1.0.
- Nova Premier 1.0 accepts more context: 1M tokens versus 64K.
- GLM-4.5V has downloadable open weights; the other is API-only.

## Snapshot

| | GLM-4.5V | Nova Premier 1.0 |
|---|---|---|
| Provider | Z.ai (Zhipu) | Amazon |
| Noometry Index | 39.2 | 37.7 |
| Rank | 158 | 185 |
| Context | 64K | 1M |
| Input $/M | $0.60 | $2.50 |
| Output $/M | $1.80 | $12.50 |
| Weights | Open | Proprietary |

## Coding

- GLM-4.5V: 38.9 (#152)
- Nova Premier 1.0: —

| Benchmark | GLM-4.5V | Nova Premier 1.0 |
|---|---|---|
| LMArena Coding | 1347 | — |

## Reasoning

- GLM-4.5V: 26.5 (#118)
- Nova Premier 1.0: 22.3 (#182)

| Benchmark | GLM-4.5V | Nova Premier 1.0 |
|---|---|---|
| Kagi LLM Benchmark | 59.8% | 44.8% |
| LMArena Hard Prompts | 1335 | — |

## Math

- GLM-4.5V: 34.7 (#157)
- Nova Premier 1.0: 31.5 (#194)

| Benchmark | GLM-4.5V | Nova Premier 1.0 |
|---|---|---|
| Omni-MATH | — | 35% |
| LMArena Math | 1353 | — |

## Knowledge

- GLM-4.5V: 36.8 (#155)
- Nova Premier 1.0: 35.4 (#176)

| Benchmark | GLM-4.5V | Nova Premier 1.0 |
|---|---|---|
| MMLU-Pro | — | 72.6% |
| GPQA (HELM) | — | 51.8% |
| LMArena Expert | 1353 | — |

## Multimodal

- GLM-4.5V: 33.6 (#86)
- Nova Premier 1.0: —

| Benchmark | GLM-4.5V | Nova Premier 1.0 |
|---|---|---|
| LMArena Vision | 1154 | — |

## Multilingual

- GLM-4.5V: 44.9 (#172)
- Nova Premier 1.0: —

| Benchmark | GLM-4.5V | Nova Premier 1.0 |
|---|---|---|
| LMArena Non-English | 1304 | — |
| LMArena Chinese | 1338 | — |
| LMArena Russian | 1299 | — |
| LMArena Spanish | 1335 | — |

## Instruction Following

- GLM-4.5V: 69.4 (#170)
- Nova Premier 1.0: 66.9 (#201)

| Benchmark | GLM-4.5V | Nova Premier 1.0 |
|---|---|---|
| IFEval | — | 80.3% |
| LMArena Instruction Following | 1311 | — |

## Long Context

- GLM-4.5V: 39.6 (#166)
- Nova Premier 1.0: —

| Benchmark | GLM-4.5V | Nova Premier 1.0 |
|---|---|---|
| LMArena Longer Query | 1305 | — |

## Writing & Preference

- GLM-4.5V: 52.7 (#162)
- Nova Premier 1.0: 51.0 (#174)

| Benchmark | GLM-4.5V | Nova Premier 1.0 |
|---|---|---|
| LMArena Text | 1333 | — |
| LMArena Creative Writing | 1295 | — |
| WildBench | — | 78.8% |
| LMArena Multi-Turn | 1333 | — |

## FAQ

### Is GLM-4.5V better than Nova Premier 1.0?

GLM-4.5V is the stronger model overall, scoring 39.2 to 37.7 on the Noometry Index.

### Which is cheaper, GLM-4.5V or Nova Premier 1.0?

GLM-4.5V is cheaper. It lists at $0.60 per million input tokens and $1.80 per million output tokens; Nova Premier 1.0 lists at $2.50 and $12.50.

### Which has the bigger context window?

Nova Premier 1.0 does, with 1M tokens against 64K.

### How many benchmarks do GLM-4.5V and Nova Premier 1.0 share?

1 benchmark has published results for both models. GLM-4.5V has 15 scored results on Noometry and Nova Premier 1.0 has 6.