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Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

llama3.2:1b

OLLAMA GGUF

llama · 1.2B · Q8_0

Good

Mar 5, 2026 · AMD Ryzen 9 8945HS

Global Score
87 vs 62
Hardware Fit
100 vs 91
Quality Score
82 vs 50

Hardware

Ling-3.0-tiny-IQ4_… llama3.2:1b
MachineASUSTeK COMPUTER INC. GL702VMKASUSTeK COMPUTER INC. ROG Zephyrus G14 GA403UV_GA403UV
CPUIntel Core™ i7-7700HQAMD Ryzen 9 8945HS
Cores816
RAM16 GB15 GB
GPUNVIDIA GeForce GTX 1060NVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M Graphics
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

Ling-3.0-tiny-IQ4_… llama3.2:1b
Tokens/sec24.7170.2
First chunk283 ms142 ms
TTFT283 ms142 ms
Load time45.8 s3.2 s
Memory usage4.3 GB1.6 GB
Memory %27%11%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

Speed
50/50
TTFT
20/20
Memory
30/30

llama3.2:1b

Speed
50/50
TTFT
20/20
Memory
21/30

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

llama3.2:1b

Reasoning
4/20
Coding
13/20
Instruction
14/20
Structured
13/15
Math
0/15
Multilingual
6/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest