The 2026 State of Startup Token Utilization & Agentic Architecture Survey

You’ve got $100k+ in free AI credits from AWS, Google, or Microsoft. How is your startup actually burning them? Help us map how early-stage teams are architecting production AI, managing token efficiency, and shifting toward multi-agent orchestration. Take our 3-minute survey to share your experience. In return, you’ll get early access to the benchmark report to see how your burn rate and stack compare to other funded startups.