laguna-xs-2.1
OLLAMA GGUFAug 1, 2026 · AMD RYZEN AI MAX+ 395
devstral-small-2-24b-instruct-2512
LM-STUDIO GGUFmistral3 · 24B · IQ4_XS
Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor
Global Score
84 vs 81
Hardware Fit
100 vs 80
Quality Score
77 vs 81
Hardware
laguna-xs-2.1 devstral-small-2-2…
MachineAZW GTR ProSystem manufacturer
CPUAMD RYZEN AI MAX+ 395AMD Ryzen 7 5800X 8-Core Processor
Cores3216
RAM125 GB31 GB
GPURadeon 8060SNavi 44 [Radeon RX 9060 XT]
OSUbuntu 24.04.4 LTSUbuntu 26.04.1 LTS
Archx64x64
Power Modelow-powerperformance
Performance
laguna-xs-2.1 devstral-small-2-2…
Tokens/sec65.921.5
First chunk281 ms12 ms
TTFT281 ms212 ms
Load time9.9 sN/A
Memory usage30.1 GB15.9 GB
Memory %24%51%
HW Fit Score Breakdown
laguna-xs-2.1
Speed
50/50
TTFT
20/20
Memory
30/30
devstral-small-2-24b-in…
Speed
35/50
TTFT
20/20
Memory
25/30
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
devstral-small-2-24b-in…
Reasoning
16/20
Coding
17/20
Instruction
17/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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