qwen3.5:9b-mlx
OLLAMA GGUFnvfp4
Aug 26, 2026 · Apple M1 Pro
gemma3n:latest
OLLAMA GGUFgemma3n · 6.9B · Q4_K_M
Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor
Global Score
54 vs 81
Hardware Fit
81 vs 100
Quality Score
43 vs 73
Hardware
qwen3.5:9b-mlx gemma3n:latest
MachineMacBook ProSupermicro AS -2015HS-TNR
CPUApple M1 ProAMD EPYC 9654P 96-Core Processor
Cores1064
RAM16 GB128 GB
GPUApple M1 ProGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSmacOS 26.6.2Ubuntu 24.04.3 LTS
Archarm64x64
Power Modebalancedperformance
Performance
qwen3.5:9b-mlx gemma3n:latest
Tokens/sec25.2108.7
First chunk341 ms333 ms
TTFT6.3 s333 ms
Load time3.4 s4.5 s
Memory usage8.4 GB8.6 GB
Memory %52%7%
HW Fit Score Breakdown
qwen3.5:9b-mlx
Speed
50/50
TTFT
7/20
Memory
24/30
gemma3n:latest
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
qwen3.5:9b-mlx
Reasoning
14/20
Coding
2/20
Instruction
4/20
Structured
4/15
Math
10/15
Multilingual
9/10
Reasoning: Adequate Coding: Poor Instruction Following: Poor Structured Output: Weak Math: Adequate Multilingual: Strong
gemma3n:latest
Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak 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