qwen3.8-27b-ridge
LM-STUDIO GGUFqwen35 · 27B
Aug 20, 2026 · AMD Ryzen 7 9700X 8-Core Processor
gemma4:e4b-mlx
OLLAMA GGUFAug 24, 2026 · Apple M1 Pro
Global Score
88 vs 90
Hardware Fit
97 vs 86
Quality Score
84 vs 92
Hardware
qwen3.8-27b-ridge gemma4:e4b-mlx
MachineMicro-Star International Co., Ltd. MS-7E51MacBook Pro
CPUAMD Ryzen 7 9700X 8-Core ProcessorApple M1 Pro
Cores1610
RAM31 GB16 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsApple M1 Pro
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.6.2
Archx64arm64
Power Modebalancedbalanced
Performance
qwen3.8-27b-ridge gemma4:e4b-mlx
Tokens/sec53.841.8
First chunk25 ms359 ms
TTFT282 ms4.2 s
Load timeN/A5.1 s
Memory usage12.6 GB7.9 GB
Memory %41%49%
HW Fit Score Breakdown
qwen3.8-27b-ridge
Speed
50/50
TTFT
20/20
Memory
27/30
gemma4:e4b-mlx
Speed
50/50
TTFT
11/20
Memory
25/30
Quality
qwen3.8-27b-ridge
Reasoning
15/20
Coding
18/20
Instruction
17/20
Structured
14/15
Math
10/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
gemma4:e4b-mlx
Reasoning
19/20
Coding
19/20
Instruction
14/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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