Back to leaderboard

llama4:scout

OLLAMA GGUF

llama4 · 108.6B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Excellent

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
81 vs 80
Hardware Fit
64 vs 85
Quality Score
88 vs 78

Hardware

llama4:scout qwen3:8b
MachineNVIDIA NVIDIA_DGX_SparkHP HP Z8 G4 Workstation
CPUCortex-X925Intel Xeon® Gold 6230
Cores2080
RAM122 GB252 GB
GPUDevice 2e12TU104GL [Quadro RTX 5000]
OSUbuntu 24.04.5 LTSUbuntu 24.04.4 LTS
Archarm64x64
Power Modeperformancelow-power

Performance

llama4:scout qwen3:8b
Tokens/sec19.665.1
First chunk677 ms289 ms
TTFT677 ms4.2 s
Load time13.1 s4.6 s
Memory usage63.4 GB5.6 GB
Memory %52%2%

HW Fit Score Breakdown

llama4:scout

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

qwen3:8b

Speed
50/50
TTFT
5/20
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

qwen3:8b

Reasoning
17/20
Coding
10/20
Instruction
14/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
View llama4:scout details | View qwen3:8b details

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