Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
qwen3.8-9b-heretic-uncensored-nvfp4
LM-STUDIO GGUFqwen35 · 9B · Q8_0
Aug 20, 2026 · AMD Ryzen 7 9700X 8-Core Processor
Global Score
87 vs 82
Hardware Fit
100 vs 100
Quality Score
82 vs 74
Hardware
Ling-3.0-tiny-IQ4_… qwen3.8-9b-heretic…
MachineASUSTeK COMPUTER INC. GL702VMKMicro-Star International Co., Ltd. MS-7E51
CPUIntel Core™ i7-7700HQAMD Ryzen 7 9700X 8-Core Processor
Cores816
RAM16 GB31 GB
GPUNVIDIA GeForce GTX 1060NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
Ling-3.0-tiny-IQ4_… qwen3.8-9b-heretic…
Tokens/sec24.7130.1
First chunk283 ms20 ms
TTFT283 ms99 ms
Load time45.8 sN/A
Memory usage4.3 GB6.5 GB
Memory %27%21%
HW Fit Score Breakdown
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
qwen3.8-9b-heretic-unce…
Speed
50/50
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
qwen3.8-9b-heretic-unce…
Reasoning
14/20
Coding
14/20
Instruction
13/20
Structured
14/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate 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