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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

glm-4.6v-flash

LM-STUDIO GGUF

glm4 · Q4_K_S

Good

Apr 21, 2026 · Apple M2 Max

Global Score
80 vs 65
Hardware Fit
54 vs 88
Quality Score
91 vs 55

Hardware

qwen3-next:80b-a3b… glm-4.6v-flash
MachineDell Inc. Precision Tower 7910Mac Studio
CPUIntel Xeon® E5-2637 v3Apple M2 Max
Cores1612
RAM96 GB96 GB
GPUNVIDIA GeForce RTX 5060 TiApple M2 Max
OSMicrosoft Windows 10 Pro 10.0.19045macOS 26.1
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3-next:80b-a3b… glm-4.6v-flash
Tokens/sec14.949.9
First chunk1808 ms27 ms
TTFT1.8 s3.7 s
Load time95.0 s2.7 s
Memory usage48.0 GB0.0 GB
Memory %50%0%

HW Fit Score Breakdown

qwen3-next:80b-a3b-inst…

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

glm-4.6v-flash

Speed
50/50
TTFT
8/20
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

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

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