Firecrawl vs Scrapeless
55 fields both were evaluated on, 24 of them different — including where one discloses something the other does not. Every value links to the document it came from. 31 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Firecrawl | Scrapeless |
|---|---|---|
| Compliance certifications· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “complying with GDPR standards”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Regulatory alignment· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “complying with GDPR standards”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| SLA terms· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Enterprise-level SLA The Service Level Agreement (SLA) serves as a safeguard for your project, ensuring a contract for anticipated outcomes, automated oversight, prompt issue resolution, and a personalized maintenance plan.”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
Agency
| Field | Firecrawl | Scrapeless |
|---|---|---|
| Operating environment· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Agent Browser, AI Scraper & Web Scraping APIs”www.scrapeless.com · checked Aug 7, 2026 |
Safety
| Field | Firecrawl | Scrapeless |
|---|---|---|
| Safety policy· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “We are committed to using technology for the benefit of humanity and firmly oppose any illegal activities and misuse of our products. We support the collection of publicly available data to improve human life, while strongly opposing the collection of unauthorized or unapproved sensitive information.”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Usage restrictions· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “We are committed to using technology for the benefit of humanity and firmly oppose any illegal activities and misuse of our products. We support the collection of publicly available data to improve human life, while strongly opposing the collection of unauthorized or unapproved sensitive information.”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Incident reporting· | “If a charge looks incorrect, reach out to help@firecrawl.com and we'll take a look.”www.firecrawl.dev · checked Aug 9, 2026 | “If you find anyone abusing our services, please provide us with feedback!”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Data handling· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “We ensure your information remains confidential, complying with GDPR standards.”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
Practicality
| Field | Firecrawl | Scrapeless |
|---|---|---|
| Pricing model· | “We currently do not offer a pay-per-use plan, instead you can upgrade to our Hobby, Standard or Growth plans for more credits and higher rate limits.”www.firecrawl.dev · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information www.scrapeless.com · checked Aug 7, 2026 |
| Price point· | “Firecrawl is free for 1,000 pages every month (1,000 free credits per month).”www.firecrawl.dev · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | no public information www.scrapeless.com · checked Aug 7, 2026 |
| Availability· | “Agent is in preview with 5 free daily runs and dynamic pricing.”www.firecrawl.dev · checked Aug 9, 2026 | no public information www.scrapeless.com · checked Aug 7, 2026 |
| Deployment options· | no public information www.firecrawl.dev · checked Aug 9, 2026 | |
| Integrations· | “Firecrawl has an official MCP server so agents in Cursor, Claude, Windsurf, and other MCP-compatible tools can search, scrape, and interact with the web directly.”www.firecrawl.dev · checked Aug 9, 2026 | “Scrapeless n8n Integration v0.5.4: AI Scraper Workflows”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Supported regions· | no public information www.firecrawl.dev · checked Aug 9, 2026 | |
| Support model· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “dedicated technical support throughout”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
Ecosystem
| Field | Firecrawl | Scrapeless |
|---|---|---|
| Protocols supported· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Scrapeless MCP Server Is Officially Live!”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Tool use· | “Interact: Click, navigate, operate pages”www.firecrawl.dev · checked Aug 9, 2026 | no public information www.scrapeless.com · checked Aug 7, 2026 |
| Multi-agent· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Build Your Ultimate AI-Web Connector”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| API access· | “Firecrawl is the context API to search, scrape, and interact with the web at scale.”www.firecrawl.dev · checked Aug 9, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | “Scraping API, Universal Scraping API”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Open source· | “Firecrawl is the largest open source repo in the space with over 150K GitHub stars, making it one of the top 100 repos on GitHub.”www.firecrawl.dev · checked Aug 9, 2026 | no public information www.scrapeless.com · checked Aug 7, 2026 |
| Marketplace presence· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “See what our users say on Product Hunt.”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
Impact
| Field | Firecrawl | Scrapeless |
|---|---|---|
| User base· | “Over 1.25M developers and 150,000+ companies build with Firecrawl”www.firecrawl.dev · checked Aug 9, 2026 | no public information www.scrapeless.com · checked Aug 7, 2026 |
| Deployment scale· | “We've served more than 5 billion requests powering deep research agents, RAG pipelines, lead enrichment, and AI workflows across the live web.”www.firecrawl.dev · checked Aug 9, 2026 | “Scrapeless offers AI-powered, robust, and scalable web scraping and automation services trusted by leading enterprises.”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Target sectors· | “Teams use Firecrawl for deep research agents, RAG pipelines, lead enrichment, competitive intelligence, content generation, price monitoring, and more.”www.firecrawl.dev · checked Aug 9, 2026 | “Enterprise-level Data Scraping Solution”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
Disclosed by neither
Both Firecrawl and Scrapeless publish nothing on these 31 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 31 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Action space
- Initiative
- High-risk domains
- Documented incidents
- Base models
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Safety evaluations
- Red teaming
- Model or system card
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Explainability
- Runtime governance
- Permission scopes
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- Evaluation coverage