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qwen3.8-27b-ridge

LM-STUDIO GGUF

qwen35 · 27B

Excellent

Aug 20, 2026 · AMD Ryzen 7 9700X 8-Core Processor

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

Global Score
88 vs 90
Hardware Fit
97 vs 79
Quality Score
84 vs 94

Hardware

qwen3.8-27b-ridge GPT-20B:20b
MachineMicro-Star International Co., Ltd. MS-7E51HP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUAMD Ryzen 7 9700X 8-Core ProcessorAMD Ryzen 9 9955HX3D 16-Core Processor
Cores1632
RAM31 GB31 GB
GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) GraphicsAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen3.8-27b-ridge GPT-20B:20b
Tokens/sec53.836.6
First chunk25 ms722 ms
TTFT282 ms4.7 s
Load timeN/A0.3 s
Memory usage12.6 GB13.1 GB
Memory %41%42%

HW Fit Score Breakdown

qwen3.8-27b-ridge

Speed
50/50
TTFT
20/20
Memory
27/30

GPT-20B:20b

Speed
46/50
TTFT
6/20
Memory
27/30

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

GPT-20B:20b

Reasoning
19/20
Coding
18/20
Instruction
17/20
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
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest