ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Excellent

Mar 6, 2026 · AMD RYZEN AI MAX+ 395 w/ Radeon 8060S

Global Score

66 vs 82

Hardware Fit

51 vs 93

Quality Score

73 vs 77

Hardware

ornith-1.5-9b_hybr… qwen3.5:4b

MachineMicro-Star International Co., Ltd. MS-7C37AZW GTR Pro

CPUAMD Ryzen 9 3900X 12-Core ProcessorAMD RYZEN AI MAX+ 395 w/ Radeon 8060S

Cores2432

RAM128 GB125 GB

GPUIntel(R) Arc(TM) Pro B70 GraphicsIntegrated / Apple Silicon

OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS

Archx64x64

Power Modebalancedperformance

Performance

ornith-1.5-9b_hybr… qwen3.5:4b

Tokens/sec5.446.8

First chunk39 ms174 ms

TTFT940 ms174 ms

Load timeN/A5.9 s

Memory usage10.7 GB16.2 GB

Memory %8%13%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

qwen3.5:4b

Speed

43/50

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

qwen3.5:4b

Reasoning

15/20

Coding

14/20

Instruction

16/20

Structured

15/15

Math

8/15

Multilingual

9/10

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

View ornith-1.5-9b_hybr… details | View qwen3.5:4b 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