Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
GPT-20B:20b
OLLAMA GGUFgptoss · 20.9B · MXFP4
Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor
Global Score
87 vs 87
Hardware Fit
100 vs 81
Quality Score
82 vs 90
Hardware
Ling-3.0-tiny-IQ4_… GPT-20B:20b
MachineASUSTeK COMPUTER INC. GL702VMKHP HyperX OMEN Gaming Laptop 16-ap1xxx
CPUIntel Core™ i7-7700HQAMD Ryzen 9 9955HX3D 16-Core Processor
Cores832
RAM16 GB31 GB
GPUNVIDIA GeForce GTX 1060AMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
Ling-3.0-tiny-IQ4_… GPT-20B:20b
Tokens/sec24.736.9
First chunk283 ms902 ms
TTFT283 ms4.2 s
Load time45.8 s19.5 s
Memory usage4.3 GB13.1 GB
Memory %27%42%
HW Fit Score Breakdown
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
GPT-20B:20b
Speed
47/50
TTFT
7/20
Memory
27/30
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
GPT-20B:20b
Reasoning
19/20
Coding
17/20
Instruction
14/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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