ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score

66 vs 79

Hardware Fit

51 vs 78

Quality Score

73 vs 79

Hardware

ornith-1.5-9b_hybr… slim-rpcache-ornit…

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… slim-rpcache-ornit…

Tokens/sec5.452.3

First chunk39 ms11 ms

TTFT940 ms177 ms

Load timeN/AN/A

Memory usage10.7 GB25.6 GB

Memory %8%84%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

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

slim-rpcache-ornith-1.0…

Reasoning

16/20

Coding

16/20

Instruction

14/20

Structured

14/15

Math

9/15

Multilingual

10/10

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

View ornith-1.5-9b_hybr… details | View slim-rpcache-ornit… 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