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Qwen3-Next-80B:80B

OLLAMA GGUF

qwen3next · 79.7B · unknown

Not Rec.

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

glm-4.6v-flash

LM-STUDIO GGUF

glm4 · Q4_K_S

Good

Apr 21, 2026 · Apple M2 Max

Global Score
19 vs 65
Hardware Fit
52 vs 88
Quality Score
5 vs 55

Hardware

Qwen3-Next-80B:80B glm-4.6v-flash
MachineGMKtec NucBox EVO-T2SMac Studio
CPUIntel Core™ Ultra X7 358HApple M2 Max
Cores1612
RAM64 GB96 GB
GPUIntel(R) Arc(TM) B390 GPUApple M2 Max
OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.1
Archx64arm64
Power Modebalancedbalanced

Performance

Qwen3-Next-80B:80B glm-4.6v-flash
Tokens/sec1000000.049.9
First chunk5563 ms27 ms
TTFT30.0 s3.7 s
Load time72.5 s2.7 s
Memory usage61.3 GB0.0 GB
Memory %97%0%

HW Fit Score Breakdown

Qwen3-Next-80B:80B

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

glm-4.6v-flash

Speed
50/50
TTFT
8/20
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

glm-4.6v-flash

Reasoning
0/20
Coding
16/20
Instruction
12/20
Structured
2/15
Math
15/15
Multilingual
10/10
Reasoning: Poor Coding: Strong Instruction Following: Adequate Structured Output: Poor Math: Strong Multilingual: Strong
View Qwen3-Next-80B:80B details | View glm-4.6v-flash 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