Multimodal model selection checklist (images + video)

• Pick Gemini when you need multimodal + huge context windows.
• Validate with real creative assets (not synthetic examples).
• Measure consistency across multiple images/videos per prompt.
• Add a text-only fallback for reliability in production.

Checklist

1. 1
   Assemble an asset set

   Collect 10–20 real creatives across formats (static, UGC video, product shots).
2. 2
   Define tasks

   Decide what you need: compliance scan, creative insights, storyboard generation, or variant suggestions.
3. 3
   Benchmark multiple models

   Run the same tasks across candidate models and compare failure modes.
4. 4
   Operationalize

   Add guardrails, caching, and retries. Keep a text-only fallback for continuity.

FAQs

Recommended next steps