laguna-xs-2.1
OLLAMA GGUFAug 1, 2026 · AMD RYZEN AI MAX+ 395
Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
Global Score
84 vs 87
Hardware Fit
100 vs 100
Quality Score
77 vs 82
Hardware
laguna-xs-2.1 Ling-3.0-tiny-IQ4_…
MachineAZW GTR ProASUSTeK COMPUTER INC. GL702VMK
CPUAMD RYZEN AI MAX+ 395Intel Core™ i7-7700HQ
Cores328
RAM125 GB16 GB
GPURadeon 8060SNVIDIA GeForce GTX 1060
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Home 10.0.26200
Archx64x64
Power Modelow-powerbalanced
Performance
laguna-xs-2.1 Ling-3.0-tiny-IQ4_…
Tokens/sec65.924.7
First chunk281 ms283 ms
TTFT281 ms283 ms
Load time9.9 s45.8 s
Memory usage30.1 GB4.3 GB
Memory %24%27%
HW Fit Score Breakdown
laguna-xs-2.1
Speed
50/50
TTFT
20/20
Memory
30/30
Ling-3.0-tiny-IQ4_XS:la…
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
Ling-3.0-tiny-IQ4_XS:la…
Reasoning
17/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
9/15
Multilingual
9/10
Reasoning: Strong Coding: Strong 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