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    Tag: Cloud Hosted APIs

    Sep 21
    17 min read
    Cloud Hosted APIs vs. Self-Hosted vLLM: Cost, Throughput, and Failure Rate Comparison at Scale

    In the lifecycle of deploying enterprise autonomous agent swarms, organizations invariably begin their journey plugged directly into centralized cloud-hosted model APIs like OpenAI, Anthropic, or AWS Bedrock. Commercial APIs offer frictionless time-to-market. Developers provisioning digital coworkers configure an API key, declare their client tooling via the Model Context Protocol, and immediately consume frontier models without […]