aya-expanse:8b
OLLAMA GGUFcommand-r · 8.0B · Q4_K_M
Mar 6, 2026 · Apple M4
qwen/qwen3.6-35b-a3b
LM-STUDIO GGUFqwen35moe · 35B · Q4_K_M
Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor
Global Score
72 vs 85
Hardware Fit
89 vs 74
Quality Score
65 vs 89
Hardware
aya-expanse:8b qwen/qwen3.6-35b-a3b
MachineMacBook AirMicro-Star International Co., Ltd. MS-7E51
CPUApple M4AMD Ryzen 7 9700X 8-Core Processor
Cores1016
RAM32 GB31 GB
GPUApple M4NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
aya-expanse:8b qwen/qwen3.6-35b-a3b
Tokens/sec19.722.1
First chunk350 ms9 ms
TTFT350 ms588 ms
Load time0.9 sN/A
Memory usage6.2 GB20.5 GB
Memory %20%66%
HW Fit Score Breakdown
aya-expanse:8b
Speed
39/50
TTFT
20/20
Memory
30/30
qwen/qwen3.6-35b-a3b
Speed
37/50
TTFT
20/20
Memory
17/30
Quality
aya-expanse:8b
Reasoning
10/20
Coding
13/20
Instruction
14/20
Structured
14/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
qwen/qwen3.6-35b-a3b
Reasoning
16/20
Coding
18/20
Instruction
18/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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