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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

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Good

Aug 15, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
87 vs 78
Hardware Fit
100 vs 86
Quality Score
82 vs 74

Hardware

Ling-3.0-tiny-IQ4_… qwen3:8b
MachineASUSTeK COMPUTER INC. GL702VMK
CPUIntel Core™ i7-7700HQAMD Ryzen 9 3900X 12-Core Processor
Cores824
RAM16 GB64 GB
GPUNVIDIA GeForce GTX 1060NVIDIA GeForce RTX 4060 Ti
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

Ling-3.0-tiny-IQ4_… qwen3:8b
Tokens/sec24.748.5
First chunk283 ms202 ms
TTFT283 ms4.3 s
Load time45.8 s4.2 s
Memory usage4.3 GB5.5 GB
Memory %27%9%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

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

qwen3:8b

Speed
50/50
TTFT
6/20
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

qwen3:8b

Reasoning
16/20
Coding
8/20
Instruction
14/20
Structured
14/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

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