qwen2.5:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Excellent

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

qwen3.8-27b-ridge

LM-STUDIO GGUF

qwen35 · 27B

Excellent

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

Global Score

85 vs 88

Hardware Fit

100 vs 97

Quality Score

79 vs 84

Hardware

qwen2.5:7b qwen3.8-27b-ridge

MachineMACHENIKE L16PMicro-Star International Co., Ltd. MS-7E51

CPUIntel Gen Intel® Core™ i9-12900HXAMD Ryzen 7 9700X 8-Core Processor

Cores2416

RAM32 GB31 GB

GPUNVIDIA GeForce RTX 4060 Laptop GPUNVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics

OSMicrosoft Windows 11 专业版 10.0.26300Microsoft Windows 11 Pro 10.0.26200

Archx64x64

Power Modebalancedbalanced

Performance

qwen2.5:7b qwen3.8-27b-ridge

Tokens/sec52.453.8

First chunk48 ms25 ms

TTFT48 ms282 ms

Load time2.0 sN/A

Memory usage4.4 GB12.6 GB

Memory %14%41%

HW Fit Score Breakdown

qwen2.5:7b

Speed

50/50

TTFT

20/20

Memory

30/30

qwen3.8-27b-ridge

Speed

50/50

TTFT

20/20

Memory

27/30

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

qwen3.8-27b-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

View qwen2.5:7b details | View qwen3.8-27b-ridge details

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