Compares seven leading OpenAI cost optimization platforms for 2026: Amnic, Portkey, Helicone, LiteLLM, OpenRouter, Martian, and Langfuse. They reduce API expenses by caching repeated context, routing simpler requests to less expensive models, and batching non-urgent tasks, while showing which teams or features drive spending.