# Muse Glimmer 30B vs Qwen3-VL-32B-Instruct

On provider list prices, Muse Glimmer 30B costs $0.35 per million input tokens against $0.50 for Qwen3-VL-32B-Instruct: 1.4x apart. Output is $1.50 against $1.50.

## Specifications

| | Muse Glimmer 30B | Qwen3-VL-32B-Instruct |
| --- | --- | --- |
| Lab | Meta | Qwen |
| Access | Open weights | Open weights |
| Context window | 128K tokens | 256K tokens |
| List price, input | $0.35 / M tokens | $0.50 / M tokens |
| List price, output | $1.50 / M tokens | $1.50 / M tokens |
| Cached input | $0.04 / M tokens | n/a |
| License | Not listed | Apache 2.0 |
| Fine-tunable | Yes | Yes |

Specifications and provider list prices from the Allocate catalog, checked 2026-09-12.

## What the numbers say

Take 1,000,000 requests a month at 1,200 input and 350 output tokens each. That workload costs $945 a month on Muse Glimmer 30B and $1,125 on Qwen3-VL-32B-Instruct at list: a gap of $180, or 1.2x.

Qwen3-VL-32B-Instruct reads 256K tokens per request against 128K for Muse Glimmer 30B, 2.0x the window. That decides which one can take whole documents without splitting them.

## Choose Muse Glimmer 30B for

- The lower list price ($0.35 in / $1.50 out per M tokens)
- Published cached-input pricing ($0.04 per M tokens)

## Choose Qwen3-VL-32B-Instruct for

- The longer context window (256K vs 128K tokens)
- Fine-tuning under a permissive license (Apache 2.0)

## Common questions

### Which is cheaper, Muse Glimmer 30B or Qwen3-VL-32B-Instruct?

Muse Glimmer 30B, on this workload shape. At list prices it is $0.35/$1.50 per million tokens in and out against $0.50/$1.50 for Qwen3-VL-32B-Instruct. Billed on Allocate: $0.37/$1.60 against $0.54/$1.60.

### Which has the bigger context window?

Qwen3-VL-32B-Instruct: 262,144 tokens (256K) against 131,072 (128K) for Muse Glimmer 30B.

### Can I fine-tune Muse Glimmer 30B or Qwen3-VL-32B-Instruct?

Both publish open weights (Muse Glimmer 30B: Not listed; Qwen3-VL-32B-Instruct: Apache 2.0), so both can be fine-tuned. On Allocate the trained weights stay inside your boundary and belong to you.

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[HTML page](https://allocate.network/compare/meta-muse-glimmer-30b-vs-qwen-qwen3-vl-32b-instruct) · [Muse Glimmer 30B](https://allocate.network/models/meta-muse-glimmer-30b.md) · [Qwen3-VL-32B-Instruct](https://allocate.network/models/qwen-qwen3-vl-32b-instruct.md) · [Machine-readable catalog](https://allocate.network/catalog.json)