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Images

Image Generation Batch Planner

Plan a full asset set: generations, cost and wall time.

One asset type per line: name | quantity | aspect ratio

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Image Batch PlannerExact
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Group by ratio, not by asset

Switching aspect ratio mid-batch means re-checking composition each time, and composition problems are ratio-specific. Doing all the 16:9 assets together lets you fix a framing issue once.

Wide ratios also need a larger rejection allowance than square ones, so grouping makes the budget more accurate as well.

Wall time is usually the binding constraint

For a marketing set the money is often trivial and the elapsed time is not. A thousand generations at twelve seconds each is over three hours serially, and concurrency is what fixes it.

Check your provider’s concurrency limit before planning around a number you cannot actually run.

Frequently asked questions

What rejection allowance should I use?
Three is a reasonable default for a defined brief. Raise it for wide ratios and for anything involving people, both of which fail more often.
Should I generate everything then review, or review as I go?
Review a small sample first. A prompt problem discovered after a thousand generations is a thousand generations wasted, and the sample costs almost nothing.

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