How to Choose an AI Image Generator

A prompt-only concept image rewards breadth and speed. A branded product shot rewards reference fidelity. An ad layout needs usable text and negative space. A character system needs consistency across poses, wardrobe, and environments.

• Concept and mood exploration
• Product or packaging fidelity
• Character and wardrobe consistency
• Text, poster, or interface rendering
• Editing, inpainting, or upscaling

Compare models with the same brief and references. Judge instruction following, subject identity, spatial composition, typography, artifacts, and how much repair the image needs. A lower-cost model can be the better production choice when it reaches the requirement with fewer retries.

• Keep prompt and references constant
• Record model, settings, and credit cost
• Review at delivery size, not only as a thumbnail
• Save strong outputs as future references

Describe invariant attributes before style: product geometry, colors, materials, character traits, wardrobe, and camera distance. Reuse approved references and separate what must remain fixed from what may vary. Halo keeps outputs in one library so a generated image can become the starting point for the next image or video.

• Create a canonical reference
• Lock invariant attributes
• Vary one dimension at a time
• Promote approved assets into the next stage

See Halo Super Agent's current model catalog, pricing, and product overview. Model availability and costs can change; the catalog is generated from the application's active registry.