mlx-community/meta-llama-3.1-8b-instruct

LM-STUDIO MLX

llama · 8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

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

OLLAMA GGUF

llama · 1.08B · F16

Good

Aug 25, 2026 · Apple M1 Pro

Global Score

77 vs 71

Hardware Fit

100 vs 100

Quality Score

67 vs 58

Hardware

mlx-community/meta… hf.co/openbmb/Mini…

MachineMac miniMacBook Pro

CPUApple M4 ProApple M1 Pro

Cores1410

RAM64 GB16 GB

GPUApple M4 ProApple M1 Pro

OSmacOS 15.7.4macOS 26.6.2

Archarm64arm64

Power Modebalancedbalanced

Performance

mlx-community/meta… hf.co/openbmb/Mini…

Tokens/sec54.388.1

First chunk277 ms38 ms

TTFT277 ms38 ms

Load timeN/A1.6 s

Memory usage4.2 GB3.9 GB

Memory %7%25%

HW Fit Score Breakdown

mlx-community/meta-llam…

Speed

50/50

TTFT

20/20

Memory

30/30

hf.co/openbmb/MiniCPM5-…

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

mlx-community/meta-llam…

Reasoning

11/20

Coding

14/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

9/10

Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor 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 mlx-community/meta… 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