llama3.1:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Marginal

Jun 26, 2026 · Cortex-A78AE

muse-glimmer

OLLAMA GGUF

Good

Sep 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score

46 vs 74

Hardware Fit

61 vs 41

Quality Score

40 vs 88

Hardware

llama3.1:8b muse-glimmer

MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperAZW GTR Pro

CPUCortex-A78AEAMD RYZEN AI MAX+ 395

Cores632

RAM7 GB125 GB

GPUIntegrated / UnknownRadeon 8060S

OSUbuntu 22.04.5 LTSUbuntu 24.04.4 LTS

Archarm64x64

Power Modebalancedlow-power

Performance

llama3.1:8b muse-glimmer

Tokens/sec7.812.1

First chunk1625 ms8749 ms

TTFT1.6 s8.7 s

Load time21.8 s0.3 s

Memory usage5.2 GB0.0 GB

Memory %71%0%

HW Fit Score Breakdown

llama3.1:8b

Speed

26/50

TTFT

20/20

Memory

15/30

muse-glimmer

Speed

10/50

TTFT

1/20

Memory

30/30

Quality

llama3.1:8b

Reasoning

12/20

Coding

10/20

Instruction

4/20

Structured

1/15

Math

4/15

Multilingual

9/10

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

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

View llama3.1:8b details | View muse-glimmer 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