qwen3.5:9b-mlx
OLLAMA GGUFnvfp4
Aug 25, 2026 · Apple M1 Pro
GPT-20B:20b
OLLAMA GGUFgptoss · 20.9B · MXFP4
Aug 18, 2026 · Intel Core™ i7-14700F
Global Score
84 vs 94
Hardware Fit
94 vs 96
Quality Score
80 vs 93
Hardware
qwen3.5:9b-mlx GPT-20B:20b
MachineMacBook ProHP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUApple M1 ProIntel Core™ i7-14700F
Cores1028
RAM16 GB64 GB
GPUApple M1 ProNVIDIA GeForce RTX 5080
OSmacOS 26.6.2Microsoft Windows 11 Enterprise 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
qwen3.5:9b-mlx GPT-20B:20b
Tokens/sec25.0181.0
First chunk357 ms596 ms
TTFT357 ms1.3 s
Load time3.8 s10.0 s
Memory usage8.4 GB11.9 GB
Memory %52%19%
HW Fit Score Breakdown
qwen3.5:9b-mlx
Speed
50/50
TTFT
20/20
Memory
24/30
GPT-20B:20b
Speed
50/50
TTFT
16/20
Memory
30/30
Quality
qwen3.5:9b-mlx
Reasoning
16/20
Coding
15/20
Instruction
14/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
GPT-20B:20b
Reasoning
19/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
15/15
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