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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:2b

OLLAMA GGUF

qwen3vl · 2.1B · Q4_K_M

Good

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score
70 vs 62
Hardware Fit
39 vs 99
Quality Score
83 vs 46

Hardware

qwen3-next-80b-t48… qwen3-vl:2b
MachineDell Inc. PowerEdge R820AZW GTR Pro
CPUIntel Xeon® E5-4620 0AMD RYZEN AI MAX+ 395
Cores6432
RAM256 GB125 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterAMD Radeon 8060S
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

qwen3-next-80b-t48… qwen3-vl:2b
Tokens/sec3.0127.4
First chunk3265 ms101 ms
TTFT3.3 s630 ms
Load time82.1 s5.9 s
Memory usage46.9 GB33.2 GB
Memory %18%27%

HW Fit Score Breakdown

qwen3-next-80b-t48:latest

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

qwen3-vl:2b

Speed
50/50
TTFT
19/20
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:2b

Reasoning
7/20
Coding
0/20
Instruction
11/20
Structured
7/15
Math
13/15
Multilingual
8/10
Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Weak 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