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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

spark-x2.5-4b

LM-STUDIO GGUF

spark2_5 · 4B · Q4_K_M

Good

Sep 30, 2026 · AMD Ryzen 7 4800H

Global Score
87 vs 77
Hardware Fit
100 vs 90
Quality Score
82 vs 71

Hardware

Ling-3.0-tiny-IQ4_… spark-x2.5-4b
MachineASUSTeK COMPUTER INC. GL702VMKASUSTeK COMPUTER INC. ROG Strix G513IM_G513IM
CPUIntel Core™ i7-7700HQAMD Ryzen 7 4800H
Cores816
RAM16 GB15 GB
GPUNVIDIA GeForce GTX 1060AMD Radeon(TM) Graphics, NVIDIA GeForce RTX 3060 Laptop GPU
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

Ling-3.0-tiny-IQ4_… spark-x2.5-4b
Tokens/sec24.748.9
First chunk283 ms20 ms
TTFT283 ms168 ms
Load time45.8 sN/A
Memory usage4.3 GB9.4 GB
Memory %27%61%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

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

spark-x2.5-4b

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

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

spark-x2.5-4b

Reasoning
13/20
Coding
14/20
Instruction
16/20
Structured
15/15
Math
4/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
View Ling-3.0-tiny-IQ4_… details | View spark-x2.5-4b details

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