decision

Compare cooling methods from the supported hardware and heat path. Calculate airflow or liquid flow, then verify capacity, residual air load and failure response.

Compare ownership, colocation and rental using the same useful work, full annual costs and realistic demand. Work a break-even from explicit assumptions.

Filter engine candidates by exact compatibility, then compare correctness, goodput and operational cost on the same workload.

Price the same workload and service guarantees, including input tokens, idle capacity, failures and operations. Then check whether the algebraic crossover fits the fleet before treating it as a buying decision.

Screen exact checkpoints for hard requirements, then compare deployable candidates on held-out product tasks, service limits and total cost. Smaller artifacts, leaderboard scores and token rates each answer only part of the decision.