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AI Model & API Guides · Page 8 of 20

Source-linked guidance for AI models, API integration, and developer workflows—turning fast-changing prices, quotas, capabilities, and limits into decisions you can verify.
Technical board showing current image-to-video AI routes and a Sora sunset warning
AI Video Generation

AI Video Generator from Image: Best Image-to-Video Routes and When to Switch

If you already have the image, pick the route before the brand. Use Runway for the safest creator default, Adobe Firefly when brand-safe editing matters, Gemini Omni or Veo 3.1 for Google's paid app and API routes, Kling for multi-shot or element control, and Pika or Vidu for quick effects tests. Treat Sora as a sunset caveat, not a normal current recommendation.

15 min
Imagen 4 versus Nano Banana retirement guide board showing Nano Banana 2 as the default replacement and Nano Banana Pro as the escalation path
AI Image Generation

Imagen 4 vs Nano Banana Retirement Guide: What to Use Now

Start new Google image work on Nano Banana 2, escalate to Nano Banana Pro only when the job requires it, and keep Imagen 4 only as a temporary legacy route where your surface still allows it.

11 min