AI video agent vs a single-model video generator: what you call

A single-model generator returns one clip from a prompt. An agent plans shots, calls tools and assembles a video. How the Sume calls differ.

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A single-model generator turns a prompt into one clip, so you do the planning, cutting and audio yourself. A video agent takes a brief and decides which generation tools to call, then assembles the result. Runway's announcement describes Agent as going from idea to a finished, ready-to-publish video in a single conversation; on Sume the same split is generate_video for one model job and an Agent Completions or Format run for the assembled video.

The two shapes

Generator and agent (read 2026-10-04)
QuestionSingle-model callAgent or Format run
InputA prompt for one clipA brief, plus images or product data
Who plansYouThe agent
OutputOne clipA finished piece, with media files and a result
Sume entrygenerate_video on the hosted MCP, or the video routesPOST /v1/formats/{handle}/{slug}/runs or /v1/agent/completions
Spend controldry_run and max_spend_usd on the toolgeneration_spend_cap_usd on the run
Typical waitJob time of one modelLong-form host video typically takes 15 to 30 minutes

When the single call is right

  • You already have a storyboard and want a model to render each shot.
  • You are comparing models on one prompt.
  • You need the cheapest possible preview of a single shot.

When the agent is right

When the work is a chain of decisions, such as a script, takes, B-roll, voiceover, captions and a cut, hand the chain to a Format run. It stays inside a cap you set, and the run is unattended, so write the quality bar into the instruction.

Start with a capped run

The body below is a complete run request. Replace the instruction with your brief and keep the cap low while you learn what a run costs.

{
  "instruction": "Make a 30-second product video for a trail mug.",
  "generation_spend_cap_usd": 20
}

Sources

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