Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
gpt-oss:20b
OLLAMA GGUFgptoss · 20.9B · MXFP4
Mar 5, 2026 · Intel Core™ Ultra 9 285K
Global Score
87 vs 95
Hardware Fit
100 vs 98
Quality Score
82 vs 94
Hardware
Ling-3.0-tiny-IQ4_… gpt-oss:20b
MachineASUSTeK COMPUTER INC. GL702VMKASUS
CPUIntel Core™ i7-7700HQIntel Core™ Ultra 9 285K
Cores824
RAM16 GB47 GB
GPUNVIDIA GeForce GTX 1060NVIDIA GeForce RTX 5090, Intel(R) Graphics
OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
Ling-3.0-tiny-IQ4_… gpt-oss:20b
Tokens/sec24.7239.9
First chunk283 ms180 ms
TTFT283 ms616 ms
Load time45.8 s4.3 s
Memory usage4.3 GB13.9 GB
Memory %27%29%
HW Fit Score Breakdown
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
Memory
30/30
gpt-oss:20b
Speed
50/50
TTFT
20/20
Memory
28/30
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
gpt-oss:20b
Reasoning
19/20
Coding
19/20
Instruction
17/20
Structured
14/15
Math
15/15
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