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gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

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

gemma4:12b-it-qat

OLLAMA GGUF

gemma4 · 11.9B · Q4_0

Excellent

Jun 25, 2026 · Apple M4 Pro

Global Score
81 vs 88
Hardware Fit
100 vs 86
Quality Score
73 vs 89

Hardware

gemma3n:latest gemma4:12b-it-qat
MachineSupermicro AS -2015HS-TNRMac mini
CPUAMD EPYC 9654P 96-Core ProcessorApple M4 Pro
Cores6412
RAM128 GB24 GB
GPUGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]Apple M4 Pro
OSUbuntu 24.04.3 LTSmacOS 15.6.1
Archx64arm64
Power Modeperformancebalanced

Performance

gemma3n:latest gemma4:12b-it-qat
Tokens/sec108.730.0
First chunk333 ms686 ms
TTFT333 ms7.1 s
Load time4.5 s5.4 s
Memory usage8.6 GB7.1 GB
Memory %7%30%

HW Fit Score Breakdown

gemma3n:latest

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

gemma4:12b-it-qat

Speed
50/50
TTFT
6/20
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

gemma4:12b-it-qat

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