Compare · Airtop
Kaabist vsAirtop.
Airtop compiles described workflows into deterministic agents that run on schedules and heal through drafts you review and deploy. Kaabist shares the reviewable-healing approach and adds a pause mid-run that waits for your answer and continues from the last checkpoint, guards that record a submit before and after it runs so it never runs twice, an MCP server for coding agents, and API discovery.
“Deploy agents that automate every part of your business.”
Pricing · Free plan with 1,000 credits; Starter from $29/month; Professional from $189/month; Enterprise from $558/month; custom plans on request. source
Side by side
| Capability | Kaabist | Airtop | Their documentation says |
|---|---|---|---|
| Logged-in, multi-step flows | Yes | Yes | Agent Builder turns a described workflow into an agent that visits sites, collects data and sends it to connected apps. source |
| Persistent sessions | Yes | Yes | Each agent has a managed browser profile that stores session cookies and reuses them in background runs. source |
| Self-healing locators, delivered as proposals you review | Yes | Yes | Repairs are prepared and tested as a draft that you inspect and deploy; agents pause after 3 consecutive failures by default. source |
| Resume a program from its checkpoint after a person answers | Yes | Partly | You sign in or complete 2FA in a live browser while setting up an agent; we found no mid-run pause that waits for your answer and continues. source |
| Side-effect fences: a submit never runs twice | Yes | No | No mechanism to keep a step from running twice after a crash or retry is documented. source |
| A coding agent builds the program over MCP | Yes | No | The docs offer an MCP endpoint for searching documentation; we found no first-party MCP server for running agents or browsers. source |
| Schedules and change detection | Yes | Yes | Agents run on schedules or triggers, and an agent can watch a page for a change and act when it happens. source |
By Kaabist. Last verified 10 October 2026 against Airtop's public documentation. “No” means we did not find it there. Something out of date? Tell us and we will correct it. How we compare.
When to choose Airtop
You want to describe a business workflow in plain language and get a scheduled agent with reviewed repairs and app integrations, without writing or reading program code.
When to choose Kaabist
When the flow logs in, waits for a person, or submits something that must not happen twice, and you want it kept running as a versioned program rather than a script.
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