lfm2.5-1.2b-instruct-mlx

LM-STUDIO MLX

lfm2 · 1.2B · 8bit

Good

Mar 4, 2026 · Apple M4

google/gemma-3-27b

LM-STUDIO MLX

gemma3 · 27B · 4bit

Not Rec.

Mar 19, 2026 · Apple M4

Global Score

68 vs 71

Hardware Fit

100 vs 35

Quality Score

54 vs 86

Hardware

lfm2.5-1.2b-instru… google/gemma-3-27b

MachineMacBook AirMac mini

CPUApple M4Apple M4

Cores1010

RAM32 GB24 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

lfm2.5-1.2b-instru… google/gemma-3-27b

Tokens/sec77.35.9

First chunk177 ms19 ms

TTFT177 ms1.8 s

Load timeN/AN/A

Memory usage1.2 GB22.0 GB

Memory %4%92%

HW Fit Score Breakdown

lfm2.5-1.2b-instruct-mlx

Speed

50/50

TTFT

20/20

Memory

30/30

google/gemma-3-27b

Speed

12/50

TTFT

19/20

Memory

4/30

Quality

lfm2.5-1.2b-instruct-mlx

Reasoning

10/20

Coding

7/20

Instruction

16/20

Structured

12/15

Math

1/15

Multilingual

8/10

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

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

View lfm2.5-1.2b-instru… details | View google/gemma-3-27b 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