Use edge compute for latency-sensitive logic like A/B testing, header manipulation, or personalized content assembly that cannot be pre-cached. For high-volume video or static assets, pure caching with a well-tuned TTL strategy is more efficient. Academic research suggests that video now accounts for 82% of internet traffic, making backhaul load reduction more critical than edge logic for most architectures.