Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
laguna-xs-2.1
OLLAMA GGUFAug 1, 2026 · AMD RYZEN AI MAX+ 395
Global Score
87 vs 84
Hardware Fit
100 vs 100
Quality Score
82 vs 77
Hardware
Ling-3.0-tiny-IQ4_… laguna-xs-2.1
MachineASUSTeK COMPUTER INC. GL702VMKAZW GTR Pro
CPUIntel Core™ i7-7700HQAMD RYZEN AI MAX+ 395
Cores832
RAM16 GB125 GB
GPUNVIDIA GeForce GTX 1060Radeon 8060S
OSMicrosoft Windows 11 Home 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power
Performance
Ling-3.0-tiny-IQ4_… laguna-xs-2.1
Tokens/sec24.765.9
First chunk283 ms281 ms
TTFT283 ms281 ms
Load time45.8 s9.9 s
Memory usage4.3 GB30.1 GB
Memory %27%24%
HW Fit Score Breakdown
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
laguna-xs-2.1
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
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
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
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