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

OLLAMA GGUF

lfm2 · 2.7B · unknown

Good

Aug 25, 2026 · Apple M1 Pro

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score

61 vs 66

Hardware Fit

97 vs 51

Quality Score

46 vs 73

Hardware

hf.co/LiquidAI/LFM… ornith-1.5-9b_hybr…

MachineMacBook ProMicro-Star International Co., Ltd. MS-7C37

CPUApple M1 ProAMD Ryzen 9 3900X 12-Core Processor

Cores1024

RAM16 GB128 GB

GPUApple M1 ProIntel(R) Arc(TM) Pro B70 Graphics

OSmacOS 26.6.2Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

hf.co/LiquidAI/LFM… ornith-1.5-9b_hybr…

Tokens/sec31.05.4

First chunk129 ms39 ms

TTFT129 ms940 ms

Load time3.5 sN/A

Memory usage6.6 GB10.7 GB

Memory %41%8%

HW Fit Score Breakdown

hf.co/LiquidAI/LFM2.5-2…

Speed

50/50

TTFT

20/20

Memory

27/30

ornith-1.5-9b_hybrid-im…

Speed

5/50

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

ornith-1.5-9b_hybrid-im…

Reasoning

14/20

Coding

14/20

Instruction

11/20

Structured

15/15

Math

9/15

Multilingual

10/10

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

View hf.co/LiquidAI/LFM… details | View ornith-1.5-9b_hybr… 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