Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
qwen3.6-27b-mtp-pi-reasoning
LM-STUDIO GGUFqwen35 · 27B · Q4_K_M
Jul 5, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
Global Score
87 vs 85
Hardware Fit
100 vs 80
Quality Score
82 vs 87
Hardware
Ling-3.0-tiny-IQ4_… qwen3.6-27b-mtp-pi…
MachineASUSTeK COMPUTER INC. GL702VMKASUS
CPUIntel Core™ i7-7700HQAMD Ryzen 7 7800X3D 8-Core Processor
Cores816
RAM16 GB31 GB
GPUNVIDIA GeForce GTX 1060NVIDIA GeForce RTX 4090, Raphael
OSMicrosoft Windows 11 Home 10.0.26200cachyos rolling
Archx64x64
Power Modebalancedperformance
Performance
Ling-3.0-tiny-IQ4_… qwen3.6-27b-mtp-pi…
Tokens/sec24.738.8
First chunk283 ms17 ms
TTFT283 ms432 ms
Load time45.8 sN/A
Memory usage4.3 GB24.6 GB
Memory %27%81%
HW Fit Score Breakdown
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
qwen3.6-27b-mtp-pi-reas…
Speed
50/50
TTFT
20/20
Memory
10/30
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
qwen3.6-27b-mtp-pi-reas…
Reasoning
16/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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