Why this exists
A five-slide Slide-Hustle run fell from roughly 28.5K to 3.6K tokens after stable CSS, brand rules, templates, and structured briefs were moved outside the conversation.
Free tool / local only
Estimate an agent's token budget.
Compare a workflow that rebuilds everything with one that keeps stable knowledge in reusable templates. Your inputs stay in this browser.
Directional estimate
3.6Kestimated tokens per complete workflowAbout 87% below full regeneration.
- Externalize stable instructions.
- Use structured input.
- Revise only the affected unit.
This is an architecture comparison, not a model billing forecast. Actual usage varies by model, tokenizer, tools, caching, and output length.