google/gemma-3-27b

LM-STUDIO MLX

gemma3 · 27B · 4bit

Not Rec.

Mar 19, 2026 · Apple M4

mlx-community/Yi-1.5-6B-Chat-4bit

LM-STUDIO GGUF

Good

Mar 5, 2026 · Apple M4

Global Score

71 vs 73

Hardware Fit

35 vs 100

Quality Score

86 vs 62

Hardware

google/gemma-3-27b mlx-community/Yi-1…

MachineMac miniMacBook Air

CPUApple M4Apple M4

Cores1010

RAM24 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

google/gemma-3-27b mlx-community/Yi-1…

Tokens/sec5.929.1

First chunk19 ms451 ms

TTFT1.8 s451 ms

Load timeN/AN/A

Memory usage22.0 GB0.9 GB

Memory %92%3%

HW Fit Score Breakdown

google/gemma-3-27b

Speed

12/50

TTFT

19/20

Memory

4/30

mlx-community/Yi-1.5-6B…

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

google/gemma-3-27b

Reasoning

16/20

Coding

18/20

Instruction

16/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

mlx-community/Yi-1.5-6B…

Reasoning

10/20

Coding

11/20

Instruction

13/20

Structured

13/15

Math

9/15

Multilingual

6/10

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

View google/gemma-3-27b details | View mlx-community/Yi-1… 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