Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
LLMLingua is a prompt compression tool that identifies and removes non-essential tokens in prompts using a small language model's perplexity. It accelerates model inference, reduces costs, and improves downstream performance by achieving high compression ratios with minimal performance loss.
Parse Score