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Qwen3.8-27B-UD-Q3_K_XL

OLLAMA GGUF

llama · 27.3B · Q4_K

Excellent

Aug 23, 2026 · Intel Gen Intel® Core™ i5-12600K

llama4:scout

OLLAMA GGUF

llama4 · 108.6B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

Global Score
90 vs 81
Hardware Fit
97 vs 64
Quality Score
87 vs 88

Hardware

Qwen3.8-27B-UD-Q3_… llama4:scout
Machine—NVIDIA NVIDIA_DGX_Spark
CPUIntel Gen Intel® Core™ i5-12600KCortex-X925
Cores1620
RAM31 GB122 GB
GPUAlderLake-S GT1, AD106 [GeForce RTX 4060 Ti 16GB]Device 2e12
OSUbuntu 24.04.4 LTSUbuntu 24.04.5 LTS
Archx64arm64
Power Modelow-powerperformance

Performance

Qwen3.8-27B-UD-Q3_… llama4:scout
Tokens/sec39.019.6
First chunk305 ms677 ms
TTFT305 ms677 ms
Load time0.0 s13.1 s
Memory usage12.5 GB63.4 GB
Memory %41%52%

HW Fit Score Breakdown

Qwen3.8-27B-UD-Q3_K_XL

Speed
50/50
TTFT
20/20
Memory
27/30

llama4:scout

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

Quality

Qwen3.8-27B-UD-Q3_K_XL

Reasoning
17/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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

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