Chat and roleplay proxy applications have requirements that differ meaningfully from general-purpose assistants: sustained persona consistency across long conversations, tolerance for creative and open-ended content, cost efficiency at high message volume, and low latency to keep conversations feeling natural. Choosing between open-source and proprietary models for this