Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
qwen3.5:9b
OLLAMA GGUFqwen35 · 9.7B · Q4_K_M
Mar 6, 2026 · AMD RYZEN AI MAX+ 395 w/ Radeon 8060S
Global Score
87 vs 82
Hardware Fit
100 vs 81
Quality Score
82 vs 82
Hardware
Ling-3.0-tiny-IQ4_… qwen3.5:9b
MachineASUSTeK COMPUTER INC. GL702VMKAZW GTR Pro
CPUIntel Core™ i7-7700HQAMD RYZEN AI MAX+ 395 w/ Radeon 8060S
Cores832
RAM16 GB125 GB
GPUNVIDIA GeForce GTX 1060Integrated / Apple Silicon
OSMicrosoft Windows 11 Home 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedperformance
Performance
Ling-3.0-tiny-IQ4_… qwen3.5:9b
Tokens/sec24.730.8
First chunk283 ms195 ms
TTFT283 ms195 ms
Load time45.8 s6.8 s
Memory usage4.3 GB18.8 GB
Memory %27%15%
HW Fit Score Breakdown
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
qwen3.5:9b
Speed
31/50
TTFT
20/20
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
qwen3.5:9b
Reasoning
14/20
Coding
17/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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