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

LM-STUDIO MLX

llama · 8B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

yi-coder-1.5b-chat

LM-STUDIO GGUF

llama · 1.5B · Q4_K_M

Marginal

Mar 7, 2026 · Intel Core™ i5-5300U

Global Score

77 vs 45

Hardware Fit

100 vs 67

Quality Score

67 vs 35

Hardware

mlx-community/meta… yi-coder-1.5b-chat

MachineMac miniLENOVO 20BUS00700

CPUApple M4 ProIntel Core™ i5-5300U

Cores144

RAM64 GB16 GB

GPUApple M4 ProIntel(R) HD Graphics 5500

OSmacOS 15.7.4Microsoft Windows 10 Professionnel 10.0.19045

Archarm64x64

Power Modebalancedbalanced

Performance

mlx-community/meta… yi-coder-1.5b-chat

Tokens/sec54.37.7

First chunk277 ms2668 ms

TTFT277 ms2.7 s

Load timeN/AN/A

Memory usage4.2 GB0.9 GB

Memory %7%6%

HW Fit Score Breakdown

mlx-community/meta-llam…

Speed

50/50

TTFT

20/20

Memory

30/30

yi-coder-1.5b-chat

Speed

26/50

TTFT

17/20

Memory

24/30

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

yi-coder-1.5b-chat

Reasoning

4/20

Coding

12/20

Instruction

6/20

Structured

6/15

Math

1/15

Multilingual

6/10

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

View mlx-community/meta… details | View yi-coder-1.5b-chat 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