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Qwen3-Next-80B:80B

OLLAMA GGUF

qwen3next · 79.7B · unknown

Not Rec.

Aug 18, 2026 · Intel Core™ Ultra X7 358H

qwen3-vl:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
19 vs 72
Hardware Fit
52 vs 89
Quality Score
5 vs 64

Hardware

Qwen3-Next-80B:80B qwen3-vl:8b
MachineGMKtec NucBox EVO-T2SHP HP Z8 G4 Workstation
CPUIntel Core™ Ultra X7 358HIntel Xeon® Gold 6230
Cores1680
RAM64 GB252 GB
GPUIntel(R) Arc(TM) B390 GPUTU104GL [Quadro RTX 5000]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

Qwen3-Next-80B:80B qwen3-vl:8b
Tokens/sec1000000.068.2
First chunk5563 ms285 ms
TTFT30.0 s2.0 s
Load time72.5 s42.4 s
Memory usage61.3 GB7.1 GB
Memory %97%3%

HW Fit Score Breakdown

Qwen3-Next-80B:80B

Speed
50/50
TTFT
0/20
Memory
2/30

qwen3-vl:8b

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

Quality

Qwen3-Next-80B:80B

Reasoning
0/20
Coding
0/20
Instruction
5/20
Structured
0/15
Math
0/15
Multilingual
0/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Poor Multilingual: Poor

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:80B 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