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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

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 7, 2026 · AMD Ryzen 5 5500

Global Score
87 vs 71
Hardware Fit
100 vs 56
Quality Score
82 vs 78

Hardware

Ling-3.0-tiny-IQ4_… qwen3.5:9b
MachineASUSTeK COMPUTER INC. GL702VMKSystem manufacturer
CPUIntel Core™ i7-7700HQAMD Ryzen 5 5500
Cores812
RAM16 GB16 GB
GPUNVIDIA GeForce GTX 1060NVIDIA GeForce RTX 3060
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 IoT Enterprise LTSC 10.0.26100
Archx64x64
Power Modebalancedbalanced

Performance

Ling-3.0-tiny-IQ4_… qwen3.5:9b
Tokens/sec24.75.3
First chunk283 ms1624 ms
TTFT283 ms1.6 s
Load time45.8 s4.0 s
Memory usage4.3 GB7.9 GB
Memory %27%50%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

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

qwen3.5:9b

Speed
11/50
TTFT
20/20
Memory
25/30

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

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
12/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate 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