Airtop alternatives for agent browser workflows.

Airtop is a managed browser platform. It creates cloud browser sessions through APIs. Teams can automate with natural-language actions. They can also use familiar frameworks.

Legba presents a narrower public surface. Its published skill provides routing and isolated browser sessions. Agents use scripts or hosted MCP tools. Legba publishes no Airtop API compatibility.

Airtop and Legba overlap at one outcome. Both can support agent-directed browsing. Their operating models remain materially different. That difference controls migration effort.

Start with one complete workflow. Include authentication and human intervention. Include failure review and recurring state. Then identify each required Airtop dependency.

Airtop alternatives split by who drives the browser. Agent platforms take a task and return a result. Browser hosts give your framework code a remote browser. Airtop and Browser Use Cloud offer both paths.

Vendor documentation supports every row below. No row reflects a benchmark or migration test. Legba sits last, with the narrowest scope.

Airtop supports two broad automation paths. Natural-language APIs interpret higher-level instructions. Framework connections expose lower-level browser control. Each path moves work between vendor and customer.

A natural-language layer can shorten orchestration code. It also introduces model behavior and credit usage. Raw frameworks preserve existing control patterns. They also preserve more engineering ownership.

Natural-language automation changes the evaluation target. Endpoint availability proves very little. Teams must inspect task completion criteria. They must also inspect recovery behavior.

Airtop reports usage metadata for managed actions. Cost and time thresholds can cancel actions. Neither threshold is a hard limit. Buyers should test both boundaries.

Framework automation creates another contract. Selectors and waits remain customer-owned. Browser lifecycle moves into Airtop sessions. CDP connection details become a dependency.

Legba's hosted tools navigate, read, click, type, and capture screenshots. Do not assume Airtop capabilities carry over. Compare required inputs and outputs directly. Reject any assumed natural-language parity.

Airtop sessions contain browser windows. A session receives one browser identifier. Profiles preserve cookies and local storage. Airtop encrypts stored profiles with AES-256. Saved profiles support recurring authenticated work.

Airtop saves profile state during termination. Abrupt workflow endings can affect persistence. Teams should make termination behavior explicit. They should also test state deletion.

Live View lets a person authenticate interactively. The view can appear within an iframe. Human access becomes part of application design. Authorization around that view still matters.

Legba hands authentication to a person through handoff. The person opens a private view link. Agent writes pause while that person holds control. Hosted Legba sessions document no saved profile. Local scripts can keep named profiles on your machine.

Airtop provides live interactive access. Operators can inspect active sessions. They can also complete sensitive steps. That supports explicit human review points.

Session recording is opt-in. Airtop creates separate MP4 files per window. Published cleanup occurs after 7 days. Review workflows must fit that window.

Recording and profile retention serve different jobs. Recordings support later visual review. Profiles support recurring browser state. Neither replaces structured business audit events.

Legba documents handoff for human review steps. Agent reads continue while the person holds control. The agent resumes after the person finishes. Session recording remains undocumented.

Airtop publishes four standard monthly plans. Free costs $0 with 1,000 credits. Starter starts at $29 monthly. Professional starts at $189 monthly.

Enterprise starts at $558 monthly. Concurrency reaches 100 sessions there. Annual billing takes 10% off and front-loads credits. Custom plans remain separately quoted.

Credits cover model usage, browser compute, and proxy bandwidth. Session time bills in 30-second increments. Airtop states it adds no markup on model costs.

Plan prices alone cannot predict costs. A representative task needs measured credit usage. Failed attempts and recordings also matter. Legba lists its agent plans on its pricing page. Compare both against the same workload.

Airtop supports integrated and customer proxies. Integrated proxies default to United States addresses. They try to keep one address for 10 minutes. Sticky sessions try for up to 30 minutes. Stickiness remains best effort.

Published restrictions cover several website categories. Some financial sites face integrated proxy restrictions. Certain ticketing and professional networks also appear. Airtop applies these restrictions to its integrated proxies.

Proxy limits may decide the evaluation. A proof should use required destinations. It should include authentication and downloads. Synthetic examples can hide routing problems.

Keep Airtop for broad managed automation. Its natural-language APIs reduce some orchestration. Its framework access preserves code-level control. Profiles support recurring authenticated sessions.

Airtop documents two review surfaces. Live View enables real-time intervention. Recordings enable short-window visual review. Published plans support explicit capacity selection.

Evaluate Legba for a narrower outcome. The skill combines agent routing and isolated sessions. Handoff covers steps that need a person. These scopes establish no broad replacement.

Legba's session request accepts a country code. The published skill lists no country set. Confirm each required location before switching.

Document every unresolved requirement. Compare plan limits for the same workload. Profile parity should remain unclaimed. A complete workflow test should decide.