AI Infrastructure Comparison
GPT-4.1 VS Groq LPU
Compare GPT-4.1 and Groq LPU side-by-side. Analyze API pricing, DX scores, and killer features to choose the best infrastructure.
VS
Winner
GPT-4.1
4.8 DX SCORE
Killer Features
75% Caching efficiency & perfect structured output
Pricing Model
$2 /1M tokens
Context128k
Max Output4k
RegionsUS +2
Groq LPU
4.5 DX SCORE
Killer Features
300+ TPS ultra-fast real-time inference
Pricing Model
$0.59 /1M tokens
Context128k
Max Output8k
RegionsUS
LegoStack Analysis Report
GPT-4.1MMLU-Pro
92.4
SCORE
Efficiency Index28
Groq LPULMSYS Arena
84.2
SCORE
Efficiency Index45
A deep-dive analysis of GPT-4.1 (DX 4.8) and Groq LPU (DX 4.5). While GPT-4.1 excels in 75% Caching efficiency & perfect structured output, Groq LPU offers superior performance in 300+ TPS ultra-fast real-time inference. Discover the actual cost difference based on your project scale now.