laguna-xs-2.1

OLLAMA GGUF

Excellent

Aug 1, 2026 · AMD RYZEN AI MAX+ 395

slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score

84 vs 79

Hardware Fit

100 vs 78

Quality Score

77 vs 79

Hardware

laguna-xs-2.1 slim-rpcache-ornit…

MachineAZW GTR ProASUS

CPUAMD RYZEN AI MAX+ 395AMD Ryzen 7 7800X3D 8-Core Processor

Cores3216

RAM125 GB31 GB

GPURadeon 8060SNVIDIA GeForce RTX 4090, Raphael

OSUbuntu 24.04.4 LTScachyos rolling

Archx64x64

Power Modelow-powerperformance

Performance

laguna-xs-2.1 slim-rpcache-ornit…

Tokens/sec65.952.3

First chunk281 ms11 ms

TTFT281 ms177 ms

Load time9.9 sN/A

Memory usage30.1 GB25.6 GB

Memory %24%84%

HW Fit Score Breakdown

laguna-xs-2.1

Speed

50/50

TTFT

20/20

Memory

30/30

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

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

slim-rpcache-ornith-1.0…

Reasoning

16/20

Coding

16/20

Instruction

14/20

Structured

14/15

Math

9/15

Multilingual

10/10

Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

View laguna-xs-2.1 details | View slim-rpcache-ornit… 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