qwen3.8-27b-mlx
LM-STUDIO MLXqwen3_5 · 27B · 8bit
Aug 17, 2026 · Apple M5 Max
gemma3n:latest
OLLAMA GGUFgemma3n · 6.9B · Q4_K_M
Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor
Global Score
59 vs 81
Hardware Fit
63 vs 100
Quality Score
58 vs 73
Hardware
qwen3.8-27b-mlx gemma3n:latest
MachineMacBook ProSupermicro AS -2015HS-TNR
CPUApple M5 MaxAMD EPYC 9654P 96-Core Processor
Cores1864
RAM64 GB128 GB
GPUApple M5 MaxGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSmacOS 27.0Ubuntu 24.04.3 LTS
Archarm64x64
Power Modebalancedperformance
Performance
qwen3.8-27b-mlx gemma3n:latest
Tokens/sec18.3108.7
First chunk4 ms333 ms
TTFT530 ms333 ms
Load timeN/A4.5 s
Memory usage38.5 GB8.6 GB
Memory %60%7%
HW Fit Score Breakdown
qwen3.8-27b-mlx
Speed
23/50
TTFT
20/20
Memory
20/30
gemma3n:latest
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
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
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