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qwen3.6:35b-mlx

OLLAMA GGUF

nvfp4

Not Rec.

Jul 17, 2026 · Apple M5 Max

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor

Global Score
80 vs 81
Hardware Fit
77 vs 100
Quality Score
81 vs 73

Hardware

qwen3.6:35b-mlx gemma3n:latest
MachineMacBook ProSupermicro AS -2015HS-TNR
CPUApple M5 MaxAMD EPYC 9654P 96-Core Processor
Cores1864
RAM48 GB128 GB
GPUApple M5 MaxGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSmacOS 26.5.2Ubuntu 24.04.3 LTS
Archarm64x64
Power Modebalancedperformance

Performance

qwen3.6:35b-mlx gemma3n:latest
Tokens/sec129.8108.7
First chunk77 ms333 ms
TTFT30.0 s333 ms
Load time1.8 s4.5 s
Memory usage19.7 GB8.6 GB
Memory %41%7%

HW Fit Score Breakdown

qwen3.6:35b-mlx

Speed
50/50
TTFT
0/20
Memory
27/30

gemma3n:latest

Speed
50/50
TTFT
20/20
Memory
30/30

Quality

qwen3.6:35b-mlx

Reasoning
19/20
Coding
9/20
Instruction
18/20
Structured
11/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Strong Structured Output: Adequate Math: Strong Multilingual: Strong

gemma3n:latest

Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak 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