The AI stack is fragmenting into execution layers that prioritize either throughput, cost, or residency. Teams often chase hype instead of measuring constraint-fit.

Pick runtimes by clarifying latency budgets, concurrency spikes, and data boundaries first. Only then compare vendor SKUs, cold start profiles, and ops maturity.