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

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Excellent

Aug 1, 2026 · Intel Xeon® E5-2637 v3

qwen2.5vl:3b

OLLAMA GGUF

qwen25vl · 3.8B · Q4_K_M

Good

Oct 31, 2026 · Intel Gen Intel® Core™ i9-12900H

Global Score
80 vs 77
Hardware Fit
54 vs 100
Quality Score
91 vs 67

Hardware

qwen3-next:80b-a3b… qwen2.5vl:3b
MachineDell Inc. Precision Tower 7910Micro-Star International Co., Ltd. Stealth GS77 12UH
CPUIntel Xeon® E5-2637 v3Intel Gen Intel® Core™ i9-12900H
Cores1620
RAM96 GB32 GB
GPUNVIDIA GeForce RTX 5060 TiIntel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPU
OSMicrosoft Windows 10 Pro 10.0.19045Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen3-next:80b-a3b… qwen2.5vl:3b
Tokens/sec14.9106.5
First chunk1808 ms68 ms
TTFT1.8 s68 ms
Load time95.0 s17.8 s
Memory usage48.0 GB2.8 GB
Memory %50%9%

HW Fit Score Breakdown

qwen3-next:80b-a3b-inst…

Speed
16/50
TTFT
13/20
Memory
25/30

qwen2.5vl:3b

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

Quality

qwen3-next:80b-a3b-inst…

Reasoning
18/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen2.5vl:3b

Reasoning
11/20
Coding
15/20
Instruction
12/20
Structured
14/15
Math
6/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak 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