AI Product Video Cost: The $2,000 NBA Finals Ad Took 400 Tries
An AI ad that aired during the NBA Finals cost $2,000 and took 300 to 400 generations. What 100 Black Friday ads cost with AI video, and how to spend less on retries.
Blog
Guides, model notes and pricing updates from the OceanToken team: running coding agents on OceanToken, choosing models, and keeping AI costs predictable.
Claude Code API Setup: What a Town of AI Coding Agents Taught Us
Developers now run Claude Code and Codex side by side. How to put both on one Claude Code API key setup, cap what each agent can spend, and add video, image and voice tools.
Fruit Love Island Got 300 Million Views. What Does an AI Drama Really Cost, and How Do You Pick the Models?
What one episode of an AI drama costs across today's video models, why the number of retries matters more than the price per second, and how to pick a model for each step.