ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

Global Score

66 vs 87

Hardware Fit

51 vs 81

Quality Score

73 vs 90

Hardware

ornith-1.5-9b_hybr… GPT-20B:20b

MachineMicro-Star International Co., Ltd. MS-7C37HP HyperX OMEN Gaming Laptop 16-ap1xxx

CPUAMD Ryzen 9 3900X 12-Core ProcessorAMD Ryzen 9 9955HX3D 16-Core Processor

Cores2432

RAM128 GB31 GB

GPUIntel(R) Arc(TM) Pro B70 GraphicsAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU

OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Home 10.0.26200

Archx64x64

Power Modebalancedbalanced

Performance

ornith-1.5-9b_hybr… GPT-20B:20b

Tokens/sec5.436.9

First chunk39 ms902 ms

TTFT940 ms4.2 s

Load timeN/A19.5 s

Memory usage10.7 GB13.1 GB

Memory %8%42%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

GPT-20B:20b

Speed

47/50

TTFT

7/20

Memory

27/30

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

GPT-20B:20b

Reasoning

19/20

Coding

17/20

Instruction

14/20

Structured

15/15

Math

15/15

Multilingual

10/10

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

View ornith-1.5-9b_hybr… details | View GPT-20B:20b 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