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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

openai/gpt-oss-20b

LM-STUDIO GGUF

gpt-oss · 20B · MXFP4

Excellent

Apr 24, 2026 · AMD Ryzen 5 5500

Global Score
87 vs 90
Hardware Fit
100 vs 88
Quality Score
82 vs 91

Hardware

Ling-3.0-tiny-IQ4_… openai/gpt-oss-20b
MachineASUSTeK COMPUTER INC. GL702VMKASUS
CPUIntel Core™ i7-7700HQAMD Ryzen 5 5500
Cores812
RAM16 GB31 GB
GPUNVIDIA GeForce GTX 1060Navi 44 [Radeon RX 9060 XT]
OSMicrosoft Windows 11 Home 10.0.26200Nobara Linux 43
Archx64x64
Power Modebalancedperformance

Performance

Ling-3.0-tiny-IQ4_… openai/gpt-oss-20b
Tokens/sec24.758.7
First chunk283 ms6 ms
TTFT283 ms4.5 s
Load time45.8 sN/A
Memory usage4.3 GB11.9 GB
Memory %27%38%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

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

openai/gpt-oss-20b

Speed
50/50
TTFT
10/20
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

openai/gpt-oss-20b

Reasoning
18/20
Coding
15/20
Instruction
18/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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