For product work, define geometry, label placement, material, lens, surface, shadow, and crop. For portraits, define identity only when the reference and endpoint support it, then review hands, jewelry, hair edges, and skin texture. For posters, treat generated typography as a draft and verify every character.

The newest model is not automatically the lowest-cost route to an approved image. An older endpoint may already be integrated into a team's repeatable prompt library. Migration is worthwhile when a controlled benchmark shows fewer rerolls, less cleanup, or a visible quality gain at delivery size.

Use official sources for current specifications. In the workbench, run both priced endpoints with the same settings, keep the model name visible, and review the outputs using the same production criteria.

If you are evaluating Pro Ultra, confirm the selected endpoint before generation and compare it with Pro under the same brief. The displayed credit price always follows the model you select.