How WyberAi keeps pricing transparent — the math behind our credits

AI app builders are assumed expensive because every generation hits an LLM API. At $3–15 per million tokens, that adds up fast. If that were the whole story, flat credit pricing would be impossible.

Here's how WyberAi makes it work.

Smart routing changes the math

Not every prompt needs the most expensive model. WyberAi automatically routes each request to the right AI tier — a full new build gets the most capable model, while a small edit like "change the button color to blue" uses a lighter, faster one. Complex multi-file edits get escalated back up. You never have to think about it.

The result: most interactions cost a fraction of what a single-tier system would charge. That savings flows directly to you as lower prices and more credits per dollar.

Prompt caching

For every generation, WyberAi uses Anthropic's prompt caching to cache the static system prompt — the wyberDNA design rules and output format instructions that go with every request. On the second and subsequent generations in a session, those cached tokens cost 90% less. That's another significant reduction in per-request API cost.

The comparison

Why credits never expire

Expiring credits create artificial urgency and punish users who don't build constantly. We don't want that relationship with our users. If you buy a top-up, it's yours until you use it. We'd rather compete on product quality than on credit anxiety.

What this means for all six products

The same economics apply across all six products. Web apps, mobile apps, AI Employees, workflows — every generation uses the same smart routing and prompt caching. Self-healing builds that fix their own errors never cost you a credit. The more efficiently we run inference, the more credits you get per dollar.