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

OLLAMA GGUF

gemma4 · 7.52B · unknown

Marginal

Aug 24, 2026 · Apple M1 Pro

slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score

41 vs 79

Hardware Fit

100 vs 78

Quality Score

16 vs 79

Hardware

hf.co/mradermacher… slim-rpcache-ornit…

MachineMacBook ProASUS

CPUApple M1 ProAMD Ryzen 7 7800X3D 8-Core Processor

Cores1016

RAM16 GB31 GB

GPUApple M1 ProNVIDIA GeForce RTX 4090, Raphael

OSmacOS 26.6.2cachyos rolling

Archarm64x64

Power Modebalancedperformance

Performance

hf.co/mradermacher… slim-rpcache-ornit…

Tokens/sec34.652.3

First chunk179 ms11 ms

TTFT179 ms177 ms

Load time3.9 sN/A

Memory usage3.9 GB25.6 GB

Memory %25%84%

HW Fit Score Breakdown

hf.co/mradermacher/gemm…

Speed

50/50

TTFT

20/20

Memory

30/30

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

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

slim-rpcache-ornith-1.0…

Reasoning

16/20

Coding

16/20

Instruction

14/20

Structured

14/15

Math

9/15

Multilingual

10/10

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

View hf.co/mradermacher… details | View slim-rpcache-ornit… 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