qwen3.5:9b
qwen35 · 9.7B · Q4_K_M
Mar 2, 2026 · Apple M4
aya:8b
command-r · 8.0B · F16
Mar 1, 2026 · Apple M4
Global Score
80 vs 66
Hardware Fit
81 vs 92
Quality Score
80 vs 55
Hardware
qwen3.5:9b aya:8b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
qwen3.5:9b aya:8b
Tokens/sec11.820.0
TTFT523 ms300 ms
Load time2.9 s0.9 s
Memory usage9.1 GB6.0 GB
Memory %28%19%
HW Fit Score Breakdown
qwen3.5:9b
Speed
21/40
TTFT
30/30
Memory
30/30
aya:8b
Speed
32/40
TTFT
30/30
Memory
30/30
Quality
qwen3.5:9b
Reasoning
14/20
Coding
16/20
Instruction
15/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
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
Run yours and compare
npx metrillm@latest benchRequires Node 20+ and Ollama or LM Studio running