This document benchmarks Sociocast's proprietary NODE algorithm against collaborative filtering for predicting social bookmarking activity. NODE performed between 4 and 10 times better than collaborative filtering across precision, recall, and F1 score metrics for varying numbers of predictions. NODE consistently outperformed collaborative filtering according to evaluation on a Delicious dataset of user bookmarking activity over 10 days.