mlx-community/gemma-3-1b-it-8bit

LM-STUDIO GGUF

Good

Mar 5, 2026 · Apple M4

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

72 vs 79

Hardware Fit

99 vs 78

Quality Score

61 vs 79

Hardware

mlx-community/gemm… slim-rpcache-ornit…

MachineMacBook AirASUS

CPUApple M4AMD Ryzen 7 7800X3D 8-Core Processor

Cores1016

RAM32 GB31 GB

GPUApple M4NVIDIA GeForce RTX 4090, Raphael

OSmacOS 26.3cachyos rolling

Archarm64x64

Power Modebalancedperformance

Performance

mlx-community/gemm… slim-rpcache-ornit…

Tokens/sec86.352.3

First chunk253 ms11 ms

TTFT253 ms177 ms

Load timeN/AN/A

Memory usage1.1 GB25.6 GB

Memory %4%84%

HW Fit Score Breakdown

mlx-community/gemma-3-1…

Speed

50/50

TTFT

20/20

Memory

29/30

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

Quality

mlx-community/gemma-3-1…

Reasoning

7/20

Coding

14/20

Instruction

16/20

Structured

14/15

Math

2/15

Multilingual

8/10

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

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 mlx-community/gemm… 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