llama4:scout
OLLAMA GGUFllama4 · 108.6B · Q4_K_M
Oct 3, 2026 · Cortex-X925
qwen3.8-9b-heretic-uncensored-nvfp4
LM-STUDIO GGUFqwen35 · 9B · Q8_0
Aug 20, 2026 · AMD Ryzen 7 9700X 8-Core Processor
Global Score
81 vs 82
Hardware Fit
64 vs 100
Quality Score
88 vs 74
Hardware
llama4:scout qwen3.8-9b-heretic…
MachineNVIDIA NVIDIA_DGX_SparkMicro-Star International Co., Ltd. MS-7E51
CPUCortex-X925AMD Ryzen 7 9700X 8-Core Processor
Cores2016
RAM122 GB31 GB
GPUDevice 2e12NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSUbuntu 24.04.5 LTSMicrosoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modeperformancebalanced
Performance
llama4:scout qwen3.8-9b-heretic…
Tokens/sec19.6130.1
First chunk677 ms20 ms
TTFT677 ms99 ms
Load time13.1 sN/A
Memory usage63.4 GB6.5 GB
Memory %52%21%
HW Fit Score Breakdown
llama4:scout
Speed
20/50
TTFT
20/20
Memory
24/30
qwen3.8-9b-heretic-unce…
Speed
50/50
TTFT
20/20
Memory
30/30
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
qwen3.8-9b-heretic-unce…
Reasoning
14/20
Coding
14/20
Instruction
13/20
Structured
14/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate 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