laguna-xs-2.1
OLLAMA GGUFAug 1, 2026 · AMD RYZEN AI MAX+ 395
gemma3n:latest
OLLAMA GGUFgemma3n · 6.9B · Q4_K_M
Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor
Global Score
84 vs 81
Hardware Fit
100 vs 100
Quality Score
77 vs 73
Hardware
laguna-xs-2.1 gemma3n:latest
MachineAZW GTR ProSupermicro AS -2015HS-TNR
CPUAMD RYZEN AI MAX+ 395AMD EPYC 9654P 96-Core Processor
Cores3264
RAM125 GB128 GB
GPURadeon 8060SGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSUbuntu 24.04.4 LTSUbuntu 24.04.3 LTS
Archx64x64
Power Modelow-powerperformance
Performance
laguna-xs-2.1 gemma3n:latest
Tokens/sec65.9108.7
First chunk281 ms333 ms
TTFT281 ms333 ms
Load time9.9 s4.5 s
Memory usage30.1 GB8.6 GB
Memory %24%7%
HW Fit Score Breakdown
laguna-xs-2.1
Speed
50/50
TTFT
20/20
Memory
30/30
gemma3n:latest
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
laguna-xs-2.1
Reasoning
8/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
11/15
Multilingual
10/10
Reasoning: Weak Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest