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gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

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

qwen3.5-9b

LM-STUDIO GGUF

qwen35 · 9B · Q4_K_S

Excellent

Mar 12, 2026 · Apple M4 Pro

Global Score
81 vs 84
Hardware Fit
100 vs 91
Quality Score
73 vs 81

Hardware

gemma3n:latest qwen3.5-9b
MachineSupermicro AS -2015HS-TNRMac mini
CPUAMD EPYC 9654P 96-Core ProcessorApple M4 Pro
Cores6414
RAM128 GB64 GB
GPUGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]Apple M4 Pro
OSUbuntu 24.04.3 LTSmacOS 15.7.4
Archx64arm64
Power Modeperformancebalanced

Performance

gemma3n:latest qwen3.5-9b
Tokens/sec108.730.2
First chunk333 ms499 ms
TTFT333 ms499 ms
Load time4.5 sN/A
Memory usage8.6 GB6.7 GB
Memory %7%11%

HW Fit Score Breakdown

gemma3n:latest

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

qwen3.5-9b

Speed
41/50
TTFT
20/20
Memory
30/30

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

qwen3.5-9b

Reasoning
16/20
Coding
15/20
Instruction
16/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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