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Dark ward loop
The Surgeon
Your name| minimax/h3-max-turbo | $158.08 |
| google/nano-banana-lite | $9.06 |
| openrouter/router/vision | $1.59 |
| fal-ai/video-understanding | $1.43 |
| 10 other endpoints | $1.74 |
| OpenAI Codex · GPT-6 Astra | ChatGPT plan |
Vague instructions cause confusion and scope creep: more tokens, poorer results, more time cleaning up.
Do it by hand until you know what good looks like. Then build the end-to-end system.
Artificial Analysis — image-to-video leaderboard
Contra Labs — Ad videos: six models across ideation, mockup, and refinement