hf.co/mradermacher/gemma-4-E4B-GGUF:Q6_K

OLLAMA GGUF

gemma4 · 7.52B · unknown

Marginal

Aug 24, 2026 · Apple M1 Pro

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

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

Global Score

41 vs 66

Hardware Fit

100 vs 51

Quality Score

16 vs 73

Hardware

hf.co/mradermacher… ornith-1.5-9b_hybr…

MachineMacBook ProMicro-Star International Co., Ltd. MS-7C37

CPUApple M1 ProAMD Ryzen 9 3900X 12-Core Processor

Cores1024

RAM16 GB128 GB

GPUApple M1 ProIntel(R) Arc(TM) Pro B70 Graphics

OSmacOS 26.6.2Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

hf.co/mradermacher… ornith-1.5-9b_hybr…

Tokens/sec34.65.4

First chunk179 ms39 ms

TTFT179 ms940 ms

Load time3.9 sN/A

Memory usage3.9 GB10.7 GB

Memory %25%8%

HW Fit Score Breakdown

hf.co/mradermacher/gemm…

Speed

50/50

TTFT

20/20

Memory

30/30

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

Quality

hf.co/mradermacher/gemm…

Reasoning

5/20

Coding

7/20

Instruction

0/20

Structured

0/15

Math

3/15

Multilingual

1/10

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

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

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