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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

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Good

Aug 15, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
78 vs 78
Hardware Fit
74 vs 86
Quality Score
79 vs 74

Hardware

huihui-devstral-sm… qwen3:8b
MachineSystem manufacturer
CPUAMD Ryzen 7 5800X 8-Core ProcessorAMD Ryzen 9 3900X 12-Core Processor
Cores1624
RAM32 GB64 GB
GPUAMD Radeon RX 9060 XTNVIDIA GeForce RTX 4060 Ti
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

huihui-devstral-sm… qwen3:8b
Tokens/sec17.548.5
First chunk20 ms202 ms
TTFT279 ms4.3 s
Load timeN/A4.2 s
Memory usage15.6 GB5.5 GB
Memory %49%9%

HW Fit Score Breakdown

huihui-devstral-small-2…

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

qwen3:8b

Speed
50/50
TTFT
6/20
Memory
30/30

Quality

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

qwen3:8b

Reasoning
16/20
Coding
8/20
Instruction
14/20
Structured
14/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate 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