ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

hf.co/openbmb/MiniCPM5-1B-GGUF:F16

OLLAMA GGUF

llama · 1.08B · F16

Good

Aug 25, 2026 · Apple M1 Pro

Global Score

66 vs 71

Hardware Fit

51 vs 100

Quality Score

73 vs 58

Hardware

ornith-1.5-9b_hybr… hf.co/openbmb/Mini…

MachineMicro-Star International Co., Ltd. MS-7C37MacBook Pro

CPUAMD Ryzen 9 3900X 12-Core ProcessorApple M1 Pro

Cores2410

RAM128 GB16 GB

GPUIntel(R) Arc(TM) Pro B70 GraphicsApple M1 Pro

OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.6.2

Archx64arm64

Power Modebalancedbalanced

Performance

ornith-1.5-9b_hybr… hf.co/openbmb/Mini…

Tokens/sec5.488.1

First chunk39 ms38 ms

TTFT940 ms38 ms

Load timeN/A1.6 s

Memory usage10.7 GB3.9 GB

Memory %8%25%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

hf.co/openbmb/MiniCPM5-…

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

hf.co/openbmb/MiniCPM5-…

Reasoning

12/20

Coding

10/20

Instruction

15/20

Structured

11/15

Math

3/15

Multilingual

7/10

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

View ornith-1.5-9b_hybr… details | View hf.co/openbmb/Mini… 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