
What is oneinfer.ai?
Every AI team hits the same wall — features scale, users grow, but infra collapses under cost and complexity. OneInfer fixes that. We unify GPU capacity across providers and models (OpenAI, Anthropic, DeepSeek) in one API. Switch models without migration, deploy serverless GPUs, and track cost in real-time. We built this to stop AI teams from burning runway on infra chaos. Beta live → https://oneinfer.ai #AI #GPU #Infrastructure #Startup #DevTools
Problem
AI teams face infrastructure collapse due to managing multiple GPU providers, model migrations, and rising costs as features and users scale.
Solution
A unified API tool that lets users switch models across providers (OpenAI, Anthropic, DeepSeek), deploy serverless GPUs, and track real-time costs, eliminating migration efforts and infra chaos.
Customers
AI engineers, MLops teams, and startup CTOs scaling AI applications while managing constrained budgets and complex infra needs.
Unique Features
Unifies GPU capacity across providers into a single API, enables model switching without migration, and offers real-time cost analytics.
User Comments
No user comments found in provided data; additional research needed.
Traction
Product is in beta (live at oneinfer.ai), with specific metrics undisclosed. Founder’s traction details unavailable from given sources.
Market Size
The global AI infrastructure market is projected to reach $50.44 billion by 2028, driven by rising demand for scalable AI/ML solutions (MarketsandMarkets, 2023).


