qwen3:8b
OLLAMA GGUFqwen3 · 8.2B · Q4_K_M
Oct 31, 2026 · Intel Gen Intel® Core™ i9-12900H
llama4:scout
OLLAMA GGUFllama4 · 108.6B · Q4_K_M
Oct 3, 2026 · Cortex-X925
Global Score
83 vs 81
Hardware Fit
100 vs 64
Quality Score
75 vs 88
Hardware
qwen3:8b llama4:scout
MachineMicro-Star International Co., Ltd. Stealth GS77 12UHNVIDIA NVIDIA_DGX_Spark
CPUIntel Gen Intel® Core™ i9-12900HCortex-X925
Cores2020
RAM32 GB122 GB
GPUIntel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPUDevice 2e12
OSMicrosoft Windows 11 Home 10.0.26200Ubuntu 24.04.5 LTS
Archx64arm64
Power Modebalancedperformance
Performance
qwen3:8b llama4:scout
Tokens/sec54.019.6
First chunk68 ms677 ms
TTFT68 ms677 ms
Load time6.1 s13.1 s
Memory usage5.8 GB63.4 GB
Memory %18%52%
HW Fit Score Breakdown
qwen3:8b
Speed
50/50
TTFT
20/20
Memory
30/30
llama4:scout
Speed
20/50
TTFT
20/20
Memory
24/30
Quality
qwen3:8b
Reasoning
15/20
Coding
15/20
Instruction
15/20
Structured
14/15
Math
6/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak 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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest