ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

Global Score

66 vs 87

Hardware Fit

51 vs 100

Quality Score

73 vs 82

Hardware

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

MachineMicro-Star International Co., Ltd. MS-7C37ASUSTeK COMPUTER INC. GL702VMK

CPUAMD Ryzen 9 3900X 12-Core ProcessorIntel Core™ i7-7700HQ

Cores248

RAM128 GB16 GB

GPUIntel(R) Arc(TM) Pro B70 GraphicsNVIDIA GeForce GTX 1060

OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Home 10.0.26200

Archx64x64

Power Modebalancedbalanced

Performance

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

Tokens/sec5.424.7

First chunk39 ms283 ms

TTFT940 ms283 ms

Load timeN/A45.8 s

Memory usage10.7 GB4.3 GB

Memory %8%27%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

Ling-3.0-tiny-IQ4_XS:la…

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

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

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

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