qwen2.5:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Nov 3, 2026 · Intel Gen Intel® Core™ i9-12900HX
huihui-devstral-small-2-24b-instruct-2512-abliterated-i1
LM-STUDIO GGUFmistral3 · 24B · Q4_K_S
Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor
Global Score
85 vs 78
Hardware Fit
100 vs 74
Quality Score
79 vs 79
Hardware
qwen2.5:7b huihui-devstral-sm…
MachineMACHENIKE L16PSystem manufacturer
CPUIntel Gen Intel® Core™ i9-12900HXAMD Ryzen 7 5800X 8-Core Processor
Cores2416
RAM32 GB32 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUAMD Radeon RX 9060 XT
OSMicrosoft Windows 11 专业版 10.0.26300Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
qwen2.5:7b huihui-devstral-sm…
Tokens/sec52.317.5
First chunk50 ms20 ms
TTFT50 ms279 ms
Load time2.0 sN/A
Memory usage4.4 GB15.6 GB
Memory %14%49%
HW Fit Score Breakdown
qwen2.5:7b
Speed
50/50
TTFT
20/20
Memory
30/30
huihui-devstral-small-2…
Speed
29/50
TTFT
20/20
Memory
25/30
Quality
qwen2.5:7b
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
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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest