Workflow
How to use VidScore tools
Start with the cost calculator when you need a budget range, then move to the leaderboard to narrow your shortlist by price, speed, or resolution. After that, use head-to-head comparisons to validate the tradeoff you are actually making before you commit to a model or provider.
Planning
Pick the right tool for the decision you need to make
If your question is budget-first, the calculator gets you to a rough monthly number quickly. If your question is quality-per-dollar, the leaderboard and comparison pages are a better fit because they show where a low-cost option starts losing ground on duration, resolution, or native audio.
Coverage
Move from quick estimate to publishable workflow
VidScore works best when you chain tools together instead of treating any one page as the whole answer. Estimate the spend, shortlist candidates, then validate with a workflow-specific guide so you know whether a model is optimized for TikTok volume, YouTube Shorts iteration speed, or higher-end narrative output.