Back to leaderboard

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

Mar 5, 2026 · Intel Core™ Ultra 9 285K

muse-glimmer

OLLAMA GGUF
Good

Sep 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score
84 vs 74
Hardware Fit
97 vs 41
Quality Score
79 vs 88

Hardware

qwen3:8b muse-glimmer
MachineASUSAZW GTR Pro
CPUIntel Core™ Ultra 9 285KAMD RYZEN AI MAX+ 395
Cores2432
RAM47 GB125 GB
GPUNVIDIA GeForce RTX 5090, Intel(R) GraphicsRadeon 8060S
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

qwen3:8b muse-glimmer
Tokens/sec208.012.1
First chunk82 ms8749 ms
TTFT1.3 s8.7 s
Load time1.5 s0.3 s
Memory usage9.6 GB0.0 GB
Memory %20%0%

HW Fit Score Breakdown

qwen3:8b

Speed
50/50
TTFT
18/20
Memory
29/30

muse-glimmer

Speed
10/50
TTFT
1/20
Memory
30/30

Quality

qwen3:8b

Reasoning
18/20
Coding
10/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Strong 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

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