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gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

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

google/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
81 vs 74
Hardware Fit
100 vs 46
Quality Score
73 vs 86

Hardware

gemma3n:latest google/gemma-4-12b…
MachineSupermicro AS -2015HS-TNRDocker Container
CPUAMD EPYC 9654P 96-Core ProcessorIntel Gen Intel® Core™ i9-11900H
Cores6416
RAM128 GB15 GB
GPUGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]TigerLake-H GT1 [UHD Graphics]
OSUbuntu 24.04.3 LTSUbuntu 26.04 LTS
Archx64x64
Power Modeperformanceperformance

Performance

gemma3n:latest google/gemma-4-12b…
Tokens/sec108.75.0
First chunk333 ms64 ms
TTFT333 ms5.5 s
Load time4.5 s9.5 s
Memory usage8.6 GB0.0 GB
Memory %7%0%

HW Fit Score Breakdown

gemma3n:latest

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

google/gemma-4-12b-it-qat

Speed
9/50
TTFT
7/20
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

google/gemma-4-12b-it-qat

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View gemma3n:latest details | View google/gemma-4-12b… details

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