ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor

Global Score

66 vs 81

Hardware Fit

51 vs 100

Quality Score

73 vs 73

Hardware

ornith-1.5-9b_hybr… gemma3n:latest

MachineMicro-Star International Co., Ltd. MS-7C37Supermicro AS -2015HS-TNR

CPUAMD Ryzen 9 3900X 12-Core ProcessorAMD EPYC 9654P 96-Core Processor

Cores2464

RAM128 GB128 GB

GPUIntel(R) Arc(TM) Pro B70 GraphicsGH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]

OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.3 LTS

Archx64x64

Power Modebalancedperformance

Performance

ornith-1.5-9b_hybr… gemma3n:latest

Tokens/sec5.4108.7

First chunk39 ms333 ms

TTFT940 ms333 ms

Load timeN/A4.5 s

Memory usage10.7 GB8.6 GB

Memory %8%7%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

gemma3n:latest

Speed

50/50

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

gemma3n:latest

Reasoning

14/20

Coding

14/20

Instruction

14/20

Structured

14/15

Math

7/15

Multilingual

10/10

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

View ornith-1.5-9b_hybr… details | View gemma3n:latest 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