Benchmarking AI Gateways: GoModel vs LiteLLM vs Portkey vs Bifrost

The article dives into a detailed comparison of various AI gateways like GoModel, LiteLLM, Portkey, and Bifrost, focusing on performance and efficiency. Initially, LiteLLM seemed like the best fit due to its broad provider support and ease of use. However, after experiencing its performance under heavy load, the author realized the importance of gateways in handling constant requests and retries. This insight underscores the critical role these tools play in the scalability and reliability of AI-driven applications, highlighting why choosing the right one can significantly impact startup success.