Published Oct 25, 2026
| Starting Price | Free tier; Pro starts from the low-tens per month (historical packaging differed) | API pay-per-token; deep-research models are priced per-token depending on model and usage | Pro priced in the low-tens per month; Team plans use per-seat pricing (monthly, with potential minimums) |
| Best For | Users seeking an integrated agent that attempts artifact creation (apps/sites/spreadsheets) with minimal setup | Teams building customized research and agent flows via APIs; strong developer tooling | Knowledge work and document workflows; teams wanting structured Projects and tool integrations |
| Key Strength | Virtual computer agent concept and a broad task scope; vendor benchmark claims reported in press | Strong developer platform and transparent model documentation; flexible integration | Focus on reasoning and document workflows; Projects organization and a growing tool ecosystem |
| Key Weakness | Reported trust issues from reviews (billing, cancellations, reliability); limited publicly documented enterprise security details | Requires technical implementation for agentic workflows; costs can scale with usage | Not a turnkey done-for-you builder by default; still requires workflow design |