Provider-source comparison
webclaw vs Crawl4AI
Crawl4AI is a Python crawler with Markdown, structured extraction, browser control and a self-hosted API. Its LICENSE contains Apache-2.0 text plus an additional attribution requirement. Its docs list the managed Cloud API as closed beta.
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.
Python crawler
Apache-2.0 text plus an added attribution requirement. Python or Docker API.
Looking for a Crawl4AI alternative?
Crawl4AI suits teams operating Python crawling infrastructure. Webclaw provides a managed API and dashboard as well as a separate open-source core. Both have CLI and MCP tooling.
Read the deep dive: Crawl4AI vs Playwright guideFeatures
webclaw vs Crawl4AI 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.
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 Crawl4AI pricing and terms. Unverified capabilities are not treated as unavailable.
| Offer | webclaw | Crawl4AI |
|---|---|---|
| Free option | 500 credits/month, no card; plus open source (self-host) | Source available with attribution terms; infrastructure costs apply |
| Entry paid offer | Starter: $19/month · 5,000 credits | Self-hosted software: no subscription fee |
| Another paid offer | Growth: $49/month · 25,000 credits | Cloud API: closed beta in reviewed docs |
| Higher-volume offer | Pro: $99/month · 100,000 credits | No public cloud plan quoted |
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.
Crawl4AI credit model
Local use has no vendor page-credit charge. Budget for infrastructure, proxies and any LLM provider you configure; this is not a free managed service.
Crawl4AI strengths
- Local crawler and infrastructure control
- Crawling and extraction strategies in a Python library
Crawl4AI considerations
- You operate the runtime and supporting services
- Managed Cloud API is still listed as closed beta
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 Crawl4AI when
You want a Python crawler with control over browser execution and extraction strategies.
Crawl4AI suits teams operating Python crawling infrastructure. Webclaw provides a managed API and dashboard as well as a separate open-source core. Both have CLI and MCP tooling.
Get started
See how it stacks up.
Cancel anytime. Run the same job on webclaw and Crawl4AI and compare for yourself.