ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

llama3.2:latest

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

Feb 28, 2026 · Apple M4 Pro

Global Score

66 vs 73

Hardware Fit

51 vs 100

Quality Score

73 vs 61

Hardware

ornith-1.5-9b_hybr… llama3.2:latest

MachineMicro-Star International Co., Ltd. MS-7C37Mac Mini

CPUAMD Ryzen 9 3900X 12-Core ProcessorApple M4 Pro

Cores2414

RAM128 GB64 GB

GPUIntel(R) Arc(TM) Pro B70 GraphicsApple M4 Pro

OSMicrosoft Windows 11 Pro 10.0.26200macOS 15.7.4

Archx64arm64

Power Modebalancedunknown

Performance

ornith-1.5-9b_hybr… llama3.2:latest

Tokens/sec5.498.9

First chunk39 msN/A

TTFT940 ms125 ms

Load timeN/A2.3 s

Memory usage10.7 GB22.1 GB

Memory %8%35%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

llama3.2:latest

Speed

40/50

TTFT

30/20

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

llama3.2:latest

Reasoning

11/20

Coding

14/20

Instruction

12/20

Structured

12/15

Math

3/15

Multilingual

9/10

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

View ornith-1.5-9b_hybr… details | View llama3.2: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