aya:8b
OLLAMA GGUFcommand-r · 8.0B · F16
Mar 1, 2026 · Apple M4
qwen3:8b
OLLAMA GGUFqwen3 · 8.2B · Q4_K_M
Aug 15, 2026 · AMD Ryzen 9 3900X 12-Core Processor
Global Score
66 vs 78
Hardware Fit
92 vs 86
Quality Score
55 vs 74
Hardware
aya:8b qwen3:8b
MachineMacBook Air—
CPUApple M4AMD Ryzen 9 3900X 12-Core Processor
Cores1024
RAM32 GB64 GB
GPUApple M4NVIDIA GeForce RTX 4060 Ti
OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
aya:8b qwen3:8b
Tokens/sec20.048.5
First chunkN/A202 ms
TTFT300 ms4.3 s
Load time0.9 s4.2 s
Memory usage6.0 GB5.5 GB
Memory %19%9%
HW Fit Score Breakdown
aya:8b
Speed
32/50
TTFT
30/20
Memory
30/30
qwen3:8b
Speed
50/50
TTFT
6/20
Memory
30/30
Quality
aya:8b
Reasoning
10/20
Coding
6/20
Instruction
13/20
Structured
15/15
Math
2/15
Multilingual
9/10
Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
qwen3:8b
Reasoning
16/20
Coding
8/20
Instruction
14/20
Structured
14/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest