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

OLLAMA GGUF

lfm2 · 2.7B · unknown

Good

Aug 25, 2026 · Apple M1 Pro

qwen3-4b-qwen3.6-plus-reasoning-distilled

LM-STUDIO GGUF

qwen3 · 4B · Q4_1

Good

Apr 21, 2026 · Apple M2 Max

Global Score

61 vs 65

Hardware Fit

97 vs 96

Quality Score

46 vs 51

Hardware

hf.co/LiquidAI/LFM… qwen3-4b-qwen3.6-p…

MachineMacBook ProMac Studio

CPUApple M1 ProApple M2 Max

Cores1012

RAM16 GB96 GB

GPUApple M1 ProApple M2 Max

OSmacOS 26.6.2macOS 26.1

Archarm64arm64

Power Modebalancedbalanced

Performance

hf.co/LiquidAI/LFM… qwen3-4b-qwen3.6-p…

Tokens/sec31.099.6

First chunk129 ms18 ms

TTFT129 ms1.6 s

Load time3.5 s4.8 s

Memory usage6.6 GB0.3 GB

Memory %41%0%

HW Fit Score Breakdown

hf.co/LiquidAI/LFM2.5-2…

Speed

50/50

TTFT

20/20

Memory

27/30

qwen3-4b-qwen3.6-plus-r…

Speed

50/50

TTFT

16/20

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

qwen3-4b-qwen3.6-plus-r…

Reasoning

8/20

Coding

4/20

Instruction

14/20

Structured

9/15

Math

8/15

Multilingual

8/10

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

View hf.co/LiquidAI/LFM… details | View qwen3-4b-qwen3.6-p… 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