Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score

87 vs 66

Hardware Fit

100 vs 51

Quality Score

82 vs 73

Hardware

Ling-3.0-tiny-IQ4_… ornith-1.5-9b_hybr…

MachineASUSTeK COMPUTER INC. GL702VMKMicro-Star International Co., Ltd. MS-7C37

CPUIntel Core™ i7-7700HQAMD Ryzen 9 3900X 12-Core Processor

Cores824

RAM16 GB128 GB

GPUNVIDIA GeForce GTX 1060Intel(R) Arc(TM) Pro B70 Graphics

OSMicrosoft Windows 11 Home 10.0.26200Microsoft Windows 11 Pro 10.0.26200

Archx64x64

Power Modebalancedbalanced

Performance

Ling-3.0-tiny-IQ4_… ornith-1.5-9b_hybr…

Tokens/sec24.75.4

First chunk283 ms39 ms

TTFT283 ms940 ms

Load time45.8 sN/A

Memory usage4.3 GB10.7 GB

Memory %27%8%

HW Fit Score Breakdown

Ling-3.0-tiny-IQ4_XS:la…

Speed

50/50

TTFT

20/20

Memory

30/30

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

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

ornith-1.5-9b_hybrid-im…

Reasoning

14/20

Coding

14/20

Instruction

11/20

Structured

15/15

Math

9/15

Multilingual

10/10

Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

View Ling-3.0-tiny-IQ4_… details | View ornith-1.5-9b_hybr… details

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