What it does
Vibe assistant and APIs including document OCR. The official product and pricing page is the source for this profile; this is not a hands-on review.
Who should care
Teams exploring assistants, document processing and model APIs. That is our intended audience, not a claim that every reader should adopt this vendor.
Our take: Watch
Interesting assistant and document stack; do not treat subscription credits, model rates and OCR pages as interchangeable. A scanned invoice and a chat message do not share a unit of work. Ask for a cost per document, including retries and downstream model calls. This is an editorial recommendation for the stated use case, not an investment rating, quality score or benchmark result.
Pricing without the confetti
Vibe has Free, Pro and Team options. API billing depends on model or service; OCR is priced by pages rather than chat subscription seats. Source: public pricing, checked November 7, 2026. Amounts are USD where a currency is stated; local tax, annual commitments, usage and region can change the bill. We do not imply that every feature is included in the lowest-priced plan.
Before you commit
Write down the workflow, what data enters it, who approves its output and the maximum acceptable bill. Compare a representative failure case with the happy path. If the exit route is unclear, keep the pilot small. These are our recommended buying checks, not claims of completed testing.