ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

openai/gpt-oss-20b

LM-STUDIO GGUF

gpt-oss · 20B · MXFP4

Not Rec.

Jul 5, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score

66 vs 84

Hardware Fit

51 vs 65

Quality Score

73 vs 92

Hardware

ornith-1.5-9b_hybr… openai/gpt-oss-20b

MachineMicro-Star International Co., Ltd. MS-7C37ASUS

CPUAMD Ryzen 9 3900X 12-Core ProcessorAMD Ryzen 7 7800X3D 8-Core Processor

Cores2416

RAM128 GB31 GB

GPUIntel(R) Arc(TM) Pro B70 GraphicsNVIDIA GeForce RTX 4090, Raphael

OSMicrosoft Windows 11 Pro 10.0.26200cachyos rolling

Archx64x64

Power Modebalancedperformance

Performance

ornith-1.5-9b_hybr… openai/gpt-oss-20b

Tokens/sec5.4221.5

First chunk39 ms5 ms

TTFT940 ms30.0 s

Load timeN/AN/A

Memory usage10.7 GB21.1 GB

Memory %8%69%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

openai/gpt-oss-20b

Speed

50/50

TTFT

0/20

Memory

15/30

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

openai/gpt-oss-20b

Reasoning

19/20

Coding

15/20

Instruction

18/20

Structured

15/15

Math

15/15

Multilingual

10/10

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

View ornith-1.5-9b_hybr… details | View openai/gpt-oss-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