muse-glimmer

OLLAMA GGUF

Good

Sep 5, 2026 · AMD RYZEN AI MAX+ 395

mlx-community/meta-llama-3.1-8b-instruct

LM-STUDIO MLX

llama · 8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

74 vs 77

Hardware Fit

41 vs 100

Quality Score

88 vs 67

Hardware

muse-glimmer mlx-community/meta…

MachineAZW GTR ProMac mini

CPUAMD RYZEN AI MAX+ 395Apple M4 Pro

Cores3214

RAM125 GB64 GB

GPURadeon 8060SApple M4 Pro

OSUbuntu 24.04.4 LTSmacOS 15.7.4

Archx64arm64

Power Modelow-powerbalanced

Performance

muse-glimmer mlx-community/meta…

Tokens/sec12.154.3

First chunk8749 ms277 ms

TTFT8.7 s277 ms

Load time0.3 sN/A

Memory usage0.0 GB4.2 GB

Memory %0%7%

HW Fit Score Breakdown

muse-glimmer

Speed

10/50

TTFT

1/20

Memory

30/30

mlx-community/meta-llam…

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

muse-glimmer

Reasoning

18/20

Coding

18/20

Instruction

13/20

Structured

14/15

Math

15/15

Multilingual

10/10

Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

mlx-community/meta-llam…

Reasoning

11/20

Coding

14/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

9/10

Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

View muse-glimmer details | View mlx-community/meta… details

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest