hf.co/unsloth/Qwen3.8-27B-GGUF:UD-IQ1_S
OLLAMA GGUFqwen35 · 27.3B · unknown
Aug 26, 2026 · Apple M1 Pro
gemma4:12b-mlx
OLLAMA GGUFAug 24, 2026 · Apple M1 Pro
Global Score
22 vs 71
Hardware Fit
46 vs 76
Quality Score
12 vs 69
Hardware
hf.co/unsloth/Qwen… gemma4:12b-mlx
MachineMacBook ProMacBook Pro
CPUApple M1 ProApple M1 Pro
Cores1010
RAM16 GB16 GB
GPUApple M1 ProApple M1 Pro
OSmacOS 26.6.2macOS 26.6.2
Archarm64arm64
Power Modebalancedbalanced
Performance
hf.co/unsloth/Qwen… gemma4:12b-mlx
Tokens/sec6.125.0
First chunk3259 ms787 ms
TTFT3.3 s30.0 s
Load time7.0 s4.0 s
Memory usage10.6 GB7.1 GB
Memory %66%45%
HW Fit Score Breakdown
hf.co/unsloth/Qwen3.8-2…
Speed
15/50
TTFT
14/20
Memory
17/30
gemma4:12b-mlx
Speed
50/50
TTFT
0/20
Memory
26/30
Quality
hf.co/unsloth/Qwen3.8-2…
Reasoning
1/20
Coding
1/20
Instruction
3/20
Structured
0/15
Math
5/15
Multilingual
2/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Weak Multilingual: Poor
gemma4:12b-mlx
Reasoning
14/20
Coding
10/20
Instruction
9/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Strong Math: Adequate 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