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These platforms allow you to pay only for the processing power, API calls, or compute cycles you actually consume rather than locking into fixed monthly subscriptions. They are ideal for developers and businesses scaling dynamic workloads who need to manage overhead costs while maintaining high-performance output. When selecting the right provider, evaluate the latency of their infrastructure, the flexibility of their credit-based pricing, and how easily their documentation integrates with your existing codebase.

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