List the capabilities you actually need

Separate text, image, video, and audio needs. List any requirements for streaming, tool calls, structured output, references, and asynchronous jobs. Break a compatibility claim into specific endpoints and parameters. If you depend on native-provider projects, plugins, or computer-operation features, verify them separately rather than inferring them from a model name.

Compare using the same task

Keep the input, output requirements, and budget consistent. Record the actual model, channel, latency, errors, and charge. Normalize units and settings when comparing prices: requests, images, seconds, and tokens are different measures. One success establishes only that attempt; assess relevant time windows and failure paths before relying on it.

TAKE THIS CHECKLIST WITH YOU

A few things to check next.

  • ✓Task and interface fit
  • ✓Verifiable settings and billing
  • ✓Clear failure handling and support

Sources and scope

This is workflow guidance and pre-use information. Platform entry points and model information were reviewed on public pages. No generation, payment, or integration acceptance was performed for you. Platform names, channel labels, and parameters do not establish original-provider identity or endorsement.

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