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qwen3-next:80b-a3b-instruct-q4_K_M

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Aug 23, 2026 · Intel Xeon® E5-4650 v2

llama4:scout

OLLAMA GGUF

llama4 · 108.6B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

Global Score
74 vs 81
Hardware Fit
42 vs 64
Quality Score
87 vs 88

Hardware

qwen3-next:80b-a3b… llama4:scout
MachineDell Inc. PowerEdge R820NVIDIA NVIDIA_DGX_Spark
CPUIntel Xeon® E5-4650 v2Cortex-X925
Cores8020
RAM256 GB122 GB
GPUMicrosoft Basic Display AdapterDevice 2e12
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Ubuntu 24.04.5 LTS
Archx64arm64
Power Modebalancedperformance

Performance

qwen3-next:80b-a3b… llama4:scout
Tokens/sec3.919.6
First chunk2089 ms677 ms
TTFT2.1 s677 ms
Load time73.3 s13.1 s
Memory usage46.9 GB63.4 GB
Memory %18%52%

HW Fit Score Breakdown

qwen3-next:80b-a3b-inst…

Speed
3/50
TTFT
9/20
Memory
30/30

llama4:scout

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

Quality

qwen3-next:80b-a3b-inst…

Reasoning
18/20
Coding
19/20
Instruction
12/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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