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llama3.2:latest

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

May 27, 2026 · AMD Ryzen 5 2600X Six-Core Processor

qwen3.8-27b-ridge

LM-STUDIO GGUF

qwen35 · 27B

Excellent

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

Global Score
76 vs 88
Hardware Fit
100 vs 97
Quality Score
65 vs 84

Hardware

llama3.2:latest qwen3.8-27b-ridge
MachineMicro-Star International Co., Ltd. MS-7B79Micro-Star International Co., Ltd. MS-7E51
CPUAMD Ryzen 5 2600X Six-Core ProcessorAMD Ryzen 7 9700X 8-Core Processor
Cores1216
RAM16 GB31 GB
GPUNVIDIA GeForce GTX 1080NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSMicrosoft Windows 11 Famille 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

llama3.2:latest qwen3.8-27b-ridge
Tokens/sec57.053.8
First chunk264 ms25 ms
TTFT264 ms282 ms
Load time9.7 sN/A
Memory usage2.6 GB12.6 GB
Memory %16%41%

HW Fit Score Breakdown

llama3.2:latest

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

qwen3.8-27b-ridge

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

Quality

llama3.2:latest

Reasoning
11/20
Coding
15/20
Instruction
15/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong

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

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