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gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

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

qwen3.5-0.8b-mlx

LM-STUDIO MLX

qwen3_5 · 0.8B · 4bit

Marginal

Mar 3, 2026 · Apple M4

Global Score
81 vs 55
Hardware Fit
100 vs 87
Quality Score
73 vs 41

Hardware

gemma3n:latest qwen3.5-0.8b-mlx
MachineSupermicro AS -2015HS-TNRMacBook Air
CPUAMD EPYC 9654P 96-Core ProcessorApple M4
Cores6410
RAM128 GB32 GB
GPUGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]Apple M4
OSUbuntu 24.04.3 LTSmacOS 26.3
Archx64arm64
Power Modeperformancebalanced

Performance

gemma3n:latest qwen3.5-0.8b-mlx
Tokens/sec108.768.2
First chunk333 ms3268 ms
TTFT333 ms3.3 s
Load time4.5 sN/A
Memory usage8.6 GB0.6 GB
Memory %7%2%

HW Fit Score Breakdown

gemma3n:latest

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

qwen3.5-0.8b-mlx

Speed
50/50
TTFT
13/20
Memory
24/30

Quality

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

qwen3.5-0.8b-mlx

Reasoning
8/20
Coding
1/20
Instruction
12/20
Structured
12/15
Math
3/15
Multilingual
5/10
Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate

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