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llama4:scout

OLLAMA GGUF

llama4 · 108.6B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

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
64 vs 74
Quality Score
88 vs 79

Hardware

llama4:scout huihui-devstral-sm…
MachineNVIDIA NVIDIA_DGX_SparkSystem manufacturer
CPUCortex-X925AMD Ryzen 7 5800X 8-Core Processor
Cores2016
RAM122 GB32 GB
GPUDevice 2e12AMD Radeon RX 9060 XT
OSUbuntu 24.04.5 LTSMicrosoft Windows 11 Home 10.0.26200
Archarm64x64
Power Modeperformancebalanced

Performance

llama4:scout huihui-devstral-sm…
Tokens/sec19.617.5
First chunk677 ms20 ms
TTFT677 ms279 ms
Load time13.1 sN/A
Memory usage63.4 GB15.6 GB
Memory %52%49%

HW Fit Score Breakdown

llama4:scout

Speed
20/50
TTFT
20/20
Memory
24/30

huihui-devstral-small-2…

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

Quality

llama4:scout

Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
13/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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