hf.co/LiquidAI/LFM2.5-2.6B-GGUF:F16

OLLAMA GGUF

lfm2 · 2.7B · unknown

Good

Aug 23, 2026 · Apple M1 Pro

google/gemma-4-e4b-it-qat

LM-STUDIO GGUF

gemma4 · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score

61 vs 78

Hardware Fit

97 vs 68

Quality Score

46 vs 82

Hardware

hf.co/LiquidAI/LFM… google/gemma-4-e4b…

MachineMacBook ProDocker Container

CPUApple M1 ProIntel Gen Intel® Core™ i9-11900H

Cores1016

RAM16 GB15 GB

GPUApple M1 ProTigerLake-H GT1 [UHD Graphics]

OSmacOS 26.6.2Ubuntu 26.04 LTS

Archarm64x64

Power Modebalancedperformance

Performance

hf.co/LiquidAI/LFM… google/gemma-4-e4b…

Tokens/sec31.411.4

First chunk138 ms26 ms

TTFT138 ms2.2 s

Load time3.7 s5.9 s

Memory usage6.6 GB0.0 GB

Memory %41%0%

HW Fit Score Breakdown

hf.co/LiquidAI/LFM2.5-2…

Speed

50/50

TTFT

20/20

Memory

27/30

google/gemma-4-e4b-it-qat

Speed

21/50

TTFT

17/20

Memory

30/30

Quality

hf.co/LiquidAI/LFM2.5-2…

Reasoning

14/20

Coding

13/20

Instruction

3/20

Structured

0/15

Math

14/15

Multilingual

2/10

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

google/gemma-4-e4b-it-qat

Reasoning

14/20

Coding

18/20

Instruction

17/20

Structured

15/15

Math

8/15

Multilingual

10/10

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

View hf.co/LiquidAI/LFM… details | View google/gemma-4-e4b… 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