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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

mlx-community/meta-llama-3.1-8b-instruct

LM-STUDIO MLX

llama · 8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score
70 vs 77
Hardware Fit
39 vs 100
Quality Score
83 vs 67

Hardware

qwen3-next-80b-t48… mlx-community/meta…
MachineDell Inc. PowerEdge R820Mac mini
CPUIntel Xeon® E5-4620 0Apple M4 Pro
Cores6414
RAM256 GB64 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterApple M4 Pro
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348macOS 15.7.4
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3-next-80b-t48… mlx-community/meta…
Tokens/sec3.054.3
First chunk3265 ms277 ms
TTFT3.3 s277 ms
Load time82.1 sN/A
Memory usage46.9 GB4.2 GB
Memory %18%7%

HW Fit Score Breakdown

qwen3-next-80b-t48:latest

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

mlx-community/meta-llam…

Speed
50/50
TTFT
20/20
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

mlx-community/meta-llam…

Reasoning
11/20
Coding
14/20
Instruction
14/20
Structured
15/15
Math
4/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor 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