Arcee AI migrates to Together AI Dedicated Endpoints — 95% TTFT improvement

AI Impact Summary

Arcee AI migrated its specialized small language models from a complex and costly AWS EKS deployment to Together AI Dedicated Endpoints, driven by operational challenges related to Kubernetes management and GPU procurement costs. This shift unlocked significant improvements in performance, specifically reducing Time to First Token latency by 95% and increasing throughput by 41+ queries per second, while simultaneously lowering inference costs. This transition demonstrates the value of managed GPU infrastructure for optimizing specialized AI workloads.