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qwen3-next-80b-t48:latest

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Jul 31, 2026 · Intel Xeon® E5-4620 0

qwen3-vl:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
70 vs 72
Hardware Fit
39 vs 89
Quality Score
83 vs 64

Hardware

qwen3-next-80b-t48… qwen3-vl:8b
MachineDell Inc. PowerEdge R820HP HP Z8 G4 Workstation
CPUIntel Xeon® E5-4620 0Intel Xeon® Gold 6230
Cores6480
RAM256 GB252 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterTU104GL [Quadro RTX 5000]
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

qwen3-next-80b-t48… qwen3-vl:8b
Tokens/sec3.068.2
First chunk3265 ms285 ms
TTFT3.3 s2.0 s
Load time82.1 s42.4 s
Memory usage46.9 GB7.1 GB
Memory %18%3%

HW Fit Score Breakdown

qwen3-next-80b-t48:latest

Speed
3/50
TTFT
6/20
Memory
30/30

qwen3-vl:8b

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

Quality

qwen3-next-80b-t48:latest

Reasoning
18/20
Coding
18/20
Instruction
9/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Weak Structured Output: Strong Math: Strong Multilingual: Strong

qwen3-vl:8b

Reasoning
16/20
Coding
3/20
Instruction
10/20
Structured
11/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Strong Multilingual: Strong
View qwen3-next-80b-t48… details | View qwen3-vl: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