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Qwen3-Next-80B:80B

OLLAMA GGUF

qwen3next · 79.7B · unknown

Not Rec.

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

qwen3.5:35b-a3b-q4_K_M

OLLAMA GGUF

qwen35moe · 36.0B · Q4_K_M

Good

Jul 31, 2026 · Intel Core™ i9-14900K

Global Score
19 vs 79
Hardware Fit
52 vs 62
Quality Score
5 vs 86

Hardware

Qwen3-Next-80B:80B qwen3.5:35b-a3b-q4…
MachineGMKtec NucBox EVO-T2SMicro-Star International Co., Ltd. MS-7D98
CPUIntel Core™ Ultra X7 358HIntel Core™ i9-14900K
Cores1632
RAM64 GB128 GB
GPUIntel(R) Arc(TM) B390 GPUIntel(R) UHD Graphics 770, NVIDIA Quadro K4000
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

Qwen3-Next-80B:80B qwen3.5:35b-a3b-q4…
Tokens/sec1000000.016.4
First chunk5563 ms787 ms
TTFT30.0 s787 ms
Load time72.5 s19.3 s
Memory usage61.3 GB21.8 GB
Memory %97%17%

HW Fit Score Breakdown

Qwen3-Next-80B:80B

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

qwen3.5:35b-a3b-q4_K_M

Speed
15/50
TTFT
17/20
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

qwen3.5:35b-a3b-q4_K_M

Reasoning
17/20
Coding
17/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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