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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

qwen3.5:35b-a3b

OLLAMA GGUF

qwen35moe · 36.0B · Q4_K_M

Not Rec.

Mar 6, 2026 · Apple M4 Pro

Global Score
70 vs 59
Hardware Fit
39 vs 69
Quality Score
83 vs 54

Hardware

qwen3-next-80b-t48… qwen3.5:35b-a3b
MachineDell Inc. PowerEdge R820MacBook Pro
CPUIntel Xeon® E5-4620 0Apple M4 Pro
Cores6414
RAM256 GB48 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterApple M4 Pro
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348macOS 26.3.1
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3-next-80b-t48… qwen3.5:35b-a3b
Tokens/sec3.030.5
First chunk3265 ms333 ms
TTFT3.3 s30.0 s
Load time82.1 s9.8 s
Memory usage46.9 GB25.1 GB
Memory %18%52%

HW Fit Score Breakdown

qwen3-next-80b-t48:latest

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

qwen3.5:35b-a3b

Speed
45/50
TTFT
0/20
Memory
24/30

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

qwen3.5:35b-a3b

Reasoning
18/20
Coding
1/20
Instruction
7/20
Structured
6/15
Math
13/15
Multilingual
9/10
Reasoning: Strong Coding: Poor Instruction Following: Weak Structured Output: Weak 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