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hf.co/TheDrummer/Cydonia-24B-v4.3-GGUF:Q4_K_M

OLLAMA GGUF

llama · 23.6B · unknown

Not Rec.

Oct 2, 2026 · Cortex-X925

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Good

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

Global Score
30 vs 78
Hardware Fit
48 vs 86
Quality Score
22 vs 74

Hardware

hf.co/TheDrummer/C… qwen3:8b
MachineNVIDIA NVIDIA_DGX_Spark—
CPUCortex-X925AMD Ryzen 9 3900X 12-Core Processor
Cores2024
RAM122 GB64 GB
GPUDevice 2e12NVIDIA GeForce RTX 4060 Ti
OSUbuntu 24.04.5 LTSMicrosoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modeperformancebalanced

Performance

hf.co/TheDrummer/C… qwen3:8b
Tokens/sec14.448.5
First chunk5450 ms202 ms
TTFT5.5 s4.3 s
Load time22.7 s4.2 s
Memory usage18.5 GB5.5 GB
Memory %15%9%

HW Fit Score Breakdown

hf.co/TheDrummer/Cydoni…

Speed
14/50
TTFT
4/20
Memory
30/30

qwen3:8b

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

Quality

hf.co/TheDrummer/Cydoni…

Reasoning
16/20
Coding
0/20
Instruction
0/20
Structured
0/15
Math
6/15
Multilingual
0/10
Reasoning: Strong Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Weak Multilingual: Poor

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