webclaw

Provider-source comparison

webclaw vs Browse.ai

Browse AI is a hosted no-code scraping and monitoring platform. Users configure robots and can run approved robots, retrieve results and start bulk runs through its REST API.

webclaw

Hosted API + AGPL-3.0 open-source core

Standard page operations cost one credit per successful page. Search is metered per result, and Research has a separate allowance. The local open-source core does not include all managed services.

AGPL-3.0 coreLocal CLI / MCPHosted API
Browse.ai

No-code robots

Public utility repositories; no hosted-backend license identified. No backend self-hosting documented in reviewed sources.

No official MCP found in reviewed integration docs

Looking for a Browse.ai alternative?

Browse AI suits recorded extraction and monitoring workflows. Webclaw accepts URLs and options through API endpoints. The setup and output contract differ; Browse AI is not limited to manual spreadsheet exports.

Features

webclaw vs Browse.ai feature comparison

Documented capabilities, with a source for each entry. This is a documentation review, not a comparative performance test. An undocumented capability is not treated as unavailable.

webclawBrowse.ai

Page content

Markdown, text, HTML and page metadata

Source

Page content

Recorded data extraction into tables and API results

Source

Crawling and batches

Crawl and batch endpoints; managed async jobs differ from local tools

Source

Crawling and batches

Deep scraping and bulk runs of approved robots

Source

Web search

Hosted search with optional page scraping

Source

Web search

Robots can target search pages; no general search API established

Source

Structured extraction

Schema-based LLM extraction; a model provider is needed for local use

Source

Structured extraction

AI-assisted robot extraction; downstream LLM integrations are separate

Source

Browser features

Managed API rendering, screenshots and ordered actions; not included in the local core

Source

Browser features

Recorded browser actions, dynamic content and screenshots

Source

PDFs and documents

PDF text extraction in the engine

Source

PDFs and documents

No general PDF parsing endpoint identified in reviewed sources

Source

Agent and developer tools

Open-source CLI/MCP and TypeScript, Python and Go clients

Source

Agent and developer tools

REST API, webhooks and automation integrations; no official MCP found

Source

Sources and deployment scope

Reviewed 2026-09-15. Maintained by Webclaw. Open-source licenses apply to the named repository, not automatically to a vendor’s entire hosted service.

Pricing

Compare plans for your workload.

Selected public offers in USD, reviewed 2026-09-15. Monthly billing unless explicitly marked annual. These rows are not equivalent workloads or a complete plan catalog; credit definitions, add-ons and taxes differ.

Provider reference checked 2026-09-15. Check current Browse.ai pricing and terms. Unverified capabilities are not treated as unavailable.

OfferwebclawBrowse.ai
Free option500 credits/month, no card; plus open source (self-host)Free plan available
Entry paid offerStarter: $19/month · 5,000 creditsPersonal: $48/month billed monthly
Another paid offerGrowth: $49/month · 25,000 creditsProfessional: $87/month billed monthly
Higher-volume offerPro: $99/month · 100,000 creditsPremium: from $500/month billed annually

webclaw credit model

Page operations use credits; Research has a separate allowance. A standard scrape or extract uses one credit. Check the pricing page for operation rates and plan limits.

Browse.ai credit model

Credits depend on extracted rows, screenshots and target. The pricing FAQ describes 10 rows or a screenshot per credit and higher minimums on Premium sites. Annual and monthly allowances are not interchangeable.

Browse.ai strengths

  • Visual robot setup and change monitoring
  • REST API and bulk operations for approved robots

Browse.ai considerations

  • Create and approve a robot before running it through the API
  • Row-based credits and Premium-site minimums differ from page credits

Verdict

Which one should you use?

Use webclaw when

You want the Webclaw API and dashboard with page-credit billing, or its AGPL-3.0 CLI, MCP and self-hosted core. Managed features and local capabilities differ; test the deployment you intend to use.

Use Browse.ai when

You prefer visual extraction setup, monitoring and spreadsheet or workflow integrations.

FAQ

webclaw vs Browse.ai, answered

Book a call

Browse AI suits recorded extraction and monitoring workflows. Webclaw accepts URLs and options through API endpoints. The setup and output contract differ; Browse AI is not limited to manual spreadsheet exports.

Get started

See how it stacks up.

Cancel anytime. Run the same job on webclaw and Browse.ai and compare for yourself.

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