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lfm2.5-thinking:1.2b

OLLAMA GGUF

lfm2 · 1.2B · Q4_K_M

Not Rec.

May 25, 2026 · Apple M4 Pro

llama3.2:latest

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

May 27, 2026 · AMD Ryzen 5 2600X Six-Core Processor

Global Score
60 vs 76
Hardware Fit
80 vs 100
Quality Score
52 vs 65

Hardware

lfm2.5-thinking:1.2b llama3.2:latest
MachineMacBook ProMicro-Star International Co., Ltd. MS-7B79
CPUApple M4 ProAMD Ryzen 5 2600X Six-Core Processor
Cores1412
RAM48 GB16 GB
GPUApple M4 ProNVIDIA GeForce GTX 1080
OSmacOS 26.4.1Microsoft Windows 11 Famille 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

lfm2.5-thinking:1.2b llama3.2:latest
Tokens/sec227.057.0
First chunk60 ms264 ms
TTFT30.0 s264 ms
Load time0.7 s9.7 s
Memory usage2.6 GB2.6 GB
Memory %6%16%

HW Fit Score Breakdown

lfm2.5-thinking:1.2b

Speed
50/50
TTFT
0/20
Memory
30/30

llama3.2:latest

Speed
50/50
TTFT
20/20
Memory
30/30

Quality

lfm2.5-thinking:1.2b

Reasoning
8/20
Coding
6/20
Instruction
10/20
Structured
7/15
Math
12/15
Multilingual
9/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Weak Math: Strong Multilingual: Strong

llama3.2:latest

Reasoning
11/20
Coding
15/20
Instruction
15/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong

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