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llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q8_0

Excellent

Apr 26, 2026 · AMD Ryzen 5 5500

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
81 vs 78
Hardware Fit
100 vs 74
Quality Score
73 vs 79

Hardware

llama-3.1-8b-instr… huihui-devstral-sm…
MachineASUSSystem manufacturer
CPUAMD Ryzen 5 5500AMD Ryzen 7 5800X 8-Core Processor
Cores1216
RAM31 GB32 GB
GPUNavi 44 [Radeon RX 9060 XT]AMD Radeon RX 9060 XT
OSNobara Linux 43Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modeperformancebalanced

Performance

llama-3.1-8b-instr… huihui-devstral-sm…
Tokens/sec35.617.5
First chunk52 ms20 ms
TTFT256 ms279 ms
Load timeN/AN/A
Memory usage8.6 GB15.6 GB
Memory %28%49%

HW Fit Score Breakdown

llama-3.1-8b-instruct

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

huihui-devstral-small-2…

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

Quality

llama-3.1-8b-instruct

Reasoning
13/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak 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