ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

huihui-devstral-small-2-24b-instruct-2512-abliterated-i1

LM-STUDIO GGUF

mistral3 · 24B · Q4_K_S

Good

Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score

66 vs 78

Hardware Fit

51 vs 74

Quality Score

73 vs 79

Hardware

ornith-1.5-9b_hybr… huihui-devstral-sm…

MachineMicro-Star International Co., Ltd. MS-7C37System manufacturer

CPUAMD Ryzen 9 3900X 12-Core ProcessorAMD Ryzen 7 5800X 8-Core Processor

Cores2416

RAM128 GB32 GB

GPUIntel(R) Arc(TM) Pro B70 GraphicsAMD Radeon RX 9060 XT

OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Home 10.0.26200

Archx64x64

Power Modebalancedbalanced

Performance

ornith-1.5-9b_hybr… huihui-devstral-sm…

Tokens/sec5.417.5

First chunk39 ms20 ms

TTFT940 ms279 ms

Load timeN/AN/A

Memory usage10.7 GB15.6 GB

Memory %8%49%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

huihui-devstral-small-2…

Speed

29/50

TTFT

20/20

Memory

25/30

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

huihui-devstral-small-2…

Reasoning

16/20

Coding

17/20

Instruction

15/20

Structured

14/15

Math

7/15

Multilingual

10/10

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

View ornith-1.5-9b_hybr… details | View huihui-devstral-sm… 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