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qwen2.5-vl:7b

OLLAMA GGUF

qwen2vl · 7.6B · Q4_K_M

Excellent

Nov 8, 2026 · AMD Ryzen 7 8845HS

qwen3.8-27b-mlx

LM-STUDIO MLX

qwen3_5 · 27B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

Global Score
84 vs 78
Hardware Fit
100 vs 56
Quality Score
77 vs 87

Hardware

qwen2.5-vl:7b qwen3.8-27b-mlx
MachineLENOVO 83DHMacBook Pro
CPUAMD Ryzen 7 8845HSApple M1 Pro
Cores1610
RAM15 GB32 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M GraphicsApple M1 Pro
OSMicrosoft Windows 11 Home Single Language 10.0.26300macOS 15.6.1
Archx64arm64
Power Modebalancedbalanced

Performance

qwen2.5-vl:7b qwen3.8-27b-mlx
Tokens/sec29.910.8
First chunk89 ms8 ms
TTFT89 ms2.6 s
Load time10.9 sN/A
Memory usage4.8 GB21.0 GB
Memory %31%66%

HW Fit Score Breakdown

qwen2.5-vl:7b

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

qwen3.8-27b-mlx

Speed
23/50
TTFT
16/20
Memory
17/30

Quality

qwen2.5-vl:7b

Reasoning
16/20
Coding
14/20
Instruction
13/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3.8-27b-mlx

Reasoning
18/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
11/15
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