lfm2.5-thinking:1.2b
OLLAMA GGUFlfm2 · 1.2B · Q4_K_M
May 25, 2026 · Apple M4 Pro
qwen3:8b
OLLAMA GGUFqwen3 · 8.2B · Q4_K_M
Aug 15, 2026 · AMD Ryzen 9 3900X 12-Core Processor
Global Score
60 vs 78
Hardware Fit
80 vs 86
Quality Score
52 vs 74
Hardware
lfm2.5-thinking:1.2b qwen3:8b
MachineMacBook Pro—
CPUApple M4 ProAMD Ryzen 9 3900X 12-Core Processor
Cores1424
RAM48 GB64 GB
GPUApple M4 ProNVIDIA GeForce RTX 4060 Ti
OSmacOS 26.4.1Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
lfm2.5-thinking:1.2b qwen3:8b
Tokens/sec227.048.5
First chunk60 ms202 ms
TTFT30.0 s4.3 s
Load time0.7 s4.2 s
Memory usage2.6 GB5.5 GB
Memory %6%9%
HW Fit Score Breakdown
lfm2.5-thinking:1.2b
Speed
50/50
TTFT
0/20
Memory
30/30
qwen3:8b
Speed
50/50
TTFT
6/20
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
qwen3:8b
Reasoning
16/20
Coding
8/20
Instruction
14/20
Structured
14/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest