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qwen2.5:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Excellent

Nov 3, 2026 · Intel Gen Intel® Core™ i9-12900HX

qwen3.6-27b-mtp

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Excellent

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score
85 vs 87
Hardware Fit
100 vs 82
Quality Score
79 vs 89

Hardware

qwen2.5:7b qwen3.6-27b-mtp
MachineMACHENIKE L16PASUS
CPUIntel Gen Intel® Core™ i9-12900HXAMD Ryzen 7 7800X3D 8-Core Processor
Cores2416
RAM32 GB31 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUNVIDIA GeForce RTX 4090, Raphael
OSMicrosoft Windows 11 专业版 10.0.26300cachyos rolling
Archx64x64
Power Modebalancedperformance

Performance

qwen2.5:7b qwen3.6-27b-mtp
Tokens/sec52.143.9
First chunk41 ms10 ms
TTFT41 ms329 ms
Load time2.1 sN/A
Memory usage4.4 GB23.1 GB
Memory %14%76%

HW Fit Score Breakdown

qwen2.5:7b

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

qwen3.6-27b-mtp

Speed
50/50
TTFT
20/20
Memory
12/30

Quality

qwen2.5:7b

Reasoning
14/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3.6-27b-mtp

Reasoning
18/20
Coding
17/20
Instruction
17/20
Structured
15/15
Math
12/15
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