Muse Glimmer vs Other Models
How Meta's laptop-class model stacks up against the open-weight competition.
Full Comparison Table
Muse Glimmer vs Qwen3.6, DeepSeek V4 Flash, and Llama 4 across every dimension that matters for local AI.
| Dimension | Muse Glimmer | Qwen3.6 | DeepSeek V4 Flash | Llama 4 |
|---|---|---|---|---|
| Parameters | 30B | ~35B active (Qwen3.6) | 13B active (V4 Flash) | 70B+ (Llama 4) |
| Runs on 1 consumer GPU | Yes (core design goal) | Quantized only | Yes (13B active) | No (needs multi-GPU) |
| IFBench | 77.0 | 70.8 | N/A | ~75 |
| AIME 2026 | 94.7 | 94.1 | N/A | ~90 |
| AMD optimized | Yes (official partnership) | Community only | Community only | Partial |
| License | Meta open weight | Apache 2.0 | MIT | Meta community |
| Best for | Local-first agentic AI | Broad ecosystem | Cheap cloud API | Maximum open-weight quality |
Which Should You Choose?
G Pick Muse Glimmer when…
- ✓Privacy is non-negotiable — data must not leave your machine
- ✓You have a capable GPU and want zero per-token costs
- ✓You need offline or air-gapped inference
- ✓You run AMD hardware and want an officially supported path
- ✓You want agentic tool use optimized for local toolchains
? Pick others when…
- →Llama 4 — you need maximum open-weight capability and have a multi-GPU setup
- →Qwen3.6 — you want a broad ecosystem with Apache 2.0 and good multilingual support
- →DeepSeek V4 Flash — you need cheap cloud API throughput at $0.14/M tokens with no local hardware
Comparison FAQ
Should I use Muse Glimmer or DeepSeek V4 Flash?
Different tools. Muse Glimmer runs locally on your GPU for free. V4 Flash is a cloud API at $0.14/M tokens. Pick Muse Glimmer for privacy and zero ongoing cost; pick V4 Flash for maximum throughput and no hardware investment.
Is Muse Glimmer better than Llama 4?
Llama 4 is larger (70B+) and scores higher on general benchmarks, but needs multi-GPU setups. Muse Glimmer is designed for single-GPU local use — if running on your own hardware matters, Glimmer is the practical choice.
Why would I use Muse Glimmer instead of a cloud API?
Privacy (data never leaves your machine), cost (zero per-token charges after download), latency (no network round trip), and availability (works offline). The tradeoff: you need a decent GPU.
Convinced? See how to get it running.