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

OLLAMA GGUF

lfm2 · 2.7B · unknown

Good

Aug 25, 2026 · Apple M1 Pro

qwen3.6:35b-a3b-coding-nvfp4

OLLAMA GGUF

nvfp4

Not Rec.

May 25, 2026 · Apple M4 Pro

Global Score

61 vs 76

Hardware Fit

97 vs 77

Quality Score

46 vs 76

Hardware

hf.co/LiquidAI/LFM… qwen3.6:35b-a3b-co…

MachineMacBook ProMacBook Pro

CPUApple M1 ProApple M4 Pro

Cores1014

RAM16 GB48 GB

GPUApple M1 ProApple M4 Pro

OSmacOS 26.6.2macOS 26.4.1

Archarm64arm64

Power Modebalancedbalanced

Performance

hf.co/LiquidAI/LFM… qwen3.6:35b-a3b-co…

Tokens/sec31.072.7

First chunk129 ms147 ms

TTFT129 ms30.0 s

Load time3.5 s5.7 s

Memory usage6.6 GB19.6 GB

Memory %41%41%

HW Fit Score Breakdown

hf.co/LiquidAI/LFM2.5-2…

Speed

50/50

TTFT

20/20

Memory

27/30

qwen3.6:35b-a3b-coding-…

Speed

50/50

TTFT

0/20

Memory

27/30

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

qwen3.6:35b-a3b-coding-…

Reasoning

19/20

Coding

9/20

Instruction

13/20

Structured

12/15

Math

13/15

Multilingual

10/10

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

View hf.co/LiquidAI/LFM… details | View qwen3.6:35b-a3b-co… 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