laguna-xs-2.1
OLLAMA GGUFAug 1, 2026 · AMD RYZEN AI MAX+ 395
prism-ml/bonsai-27b
LM-STUDIO GGUFqwen35 · 27B · Q1_0
Sep 20, 2026 · AMD Ryzen 9 8940HX
Global Score
84 vs 81
Hardware Fit
100 vs 95
Quality Score
77 vs 75
Hardware
laguna-xs-2.1 prism-ml/bonsai-27b
MachineAZW GTR ProASUSTeK COMPUTER INC. ROG Strix G16 G614PH_G614PH
CPUAMD RYZEN AI MAX+ 395AMD Ryzen 9 8940HX
Cores3232
RAM125 GB15 GB
GPURadeon 8060SNVIDIA GeForce RTX 5050 Laptop GPU, AMD Radeon(TM) 610M
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Home Single Language 10.0.26200
Archx64x64
Power Modelow-powerbalanced
Performance
laguna-xs-2.1 prism-ml/bonsai-27b
Tokens/sec65.933.6
First chunk281 ms20 ms
TTFT281 ms409 ms
Load time9.9 sN/A
Memory usage30.1 GB5.3 GB
Memory %24%35%
HW Fit Score Breakdown
laguna-xs-2.1
Speed
50/50
TTFT
20/20
Memory
30/30
prism-ml/bonsai-27b
Speed
46/50
TTFT
20/20
Memory
29/30
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
prism-ml/bonsai-27b
Reasoning
17/20
Coding
13/20
Instruction
13/20
Structured
15/15
Math
8/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate 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