gptoss · 20.9B · MXFP4
OLLAMA GGUFgptoss · 20.9 · MXFP4
Jul 9, 2026 · Intel Core™ i5-10400
qwen3.8-27b-mlx
LM-STUDIO MLXqwen3_5 · 27B · 8bit
Aug 17, 2026 · Apple M5 Max
Global Score
84 vs 59
Hardware Fit
69 vs 63
Quality Score
91 vs 58
Hardware
gptoss · 20.9B · M… qwen3.8-27b-mlx
MachineMac ProMacBook Pro
CPUIntel Core™ i5-10400Apple M5 Max
Cores1218
RAM32 GB64 GB
GPUAMD Radeon RX 6700 XTApple M5 Max
OSmacOS 26.5.1macOS 27.0
Archx64arm64
Power Modebalancedbalanced
Performance
gptoss · 20.9B · M… qwen3.8-27b-mlx
Tokens/sec17.518.3
First chunk643 ms4 ms
TTFT7.7 s530 ms
Load time0.0 sN/A
Memory usage0.8 GB38.5 GB
Memory %3%60%
HW Fit Score Breakdown
gptoss · 20.9B · MXFP4
Speed
34/50
TTFT
5/20
Memory
30/30
qwen3.8-27b-mlx
Speed
23/50
TTFT
20/20
Memory
20/30
Quality
gptoss · 20.9B · MXFP4
Reasoning
19/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
qwen3.8-27b-mlx
Reasoning
19/20
Coding
14/20
Instruction
6/20
Structured
1/15
Math
13/15
Multilingual
5/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Weak
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