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qwen2.5vl:7b

OLLAMA GGUF

qwen25vl · 8.3B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

huihui-devstral-small-2-24b-instruct-2512-abliterated-i1

LM-STUDIO GGUF

mistral3 · 24B · Q4_K_S

Good

Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score
83 vs 78
Hardware Fit
100 vs 74
Quality Score
75 vs 79

Hardware

qwen2.5vl:7b huihui-devstral-sm…
MachineGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4System manufacturer
CPUIntel Core™ i5-14400FAMD Ryzen 7 5800X 8-Core Processor
Cores1616
RAM32 GB32 GB
GPUNVIDIA GeForce RTX 5060 TiAMD Radeon RX 9060 XT
OSMicrosoft Windows 11 Professionnel 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5vl:7b huihui-devstral-sm…
Tokens/sec73.917.5
First chunk53 ms20 ms
TTFT53 ms279 ms
Load time5.3 sN/A
Memory usage5.1 GB15.6 GB
Memory %16%49%

HW Fit Score Breakdown

qwen2.5vl:7b

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

huihui-devstral-small-2…

Speed
29/50
TTFT
20/20
Memory
25/30

Quality

qwen2.5vl:7b

Reasoning
16/20
Coding
14/20
Instruction
11/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

huihui-devstral-small-2…

Reasoning
16/20
Coding
17/20
Instruction
15/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak 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