AI developers struggle with unpredictable API costs and vendor lock-in

Developers building AI applications face volatile pricing from major LLM providers, making it difficult to predict costs and optimize budgets. When providers like OpenAI cut prices, it creates uncertainty about long-term pricing strategies and forces developers to constantly re-evaluate their vendor choices. Current solutions lack transparent, unified pricing across multiple providers, forcing teams to manually compare rates and manage multiple API keys.