Firecrawl vs Scrape.do
55 fields both were evaluated on, 15 of them different — including where one discloses something the other does not. Every value links to the document it came from. 40 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Firecrawl | Scrape.do |
|---|---|---|
| Outcome-based pricing· | no public information www.firecrawl.dev · checked Aug 9, 2026 |
Safety
| Field | Firecrawl | Scrape.do |
|---|---|---|
| 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 | no public information scrape.do · checked Aug 1, 2026 |
Practicality
| Field | Firecrawl | Scrape.do |
|---|---|---|
| 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 | |
| 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 scrape.do · checked Aug 1, 2026 |
| Availability· | “Agent is in preview with 5 free daily runs and dynamic pricing.”www.firecrawl.dev · checked Aug 9, 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 | no public information scrape.do · checked Aug 1, 2026 |
| Supported regions· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “150M+ Residential, Mobile, and Datacenter IPs in 150+ Countries”scrape.do · checked Aug 1, 2026 |
| Support model· | no public information www.firecrawl.dev · checked Aug 9, 2026 | “Scrape.do has been a game-changer with powerful scraping tools, but what truly sets them apart is their excellent customer support.”scrape.do · checked Aug 1, 2026 |
Ecosystem
| Field | Firecrawl | Scrape.do |
|---|---|---|
| Tool use· | “Interact: Click, navigate, operate pages”www.firecrawl.dev · checked Aug 9, 2026 | no public information scrape.do · checked Aug 1, 2026 |
| 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 | |
| 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 scrape.do · checked Aug 1, 2026 |
Impact
| Field | Firecrawl | Scrape.do |
|---|---|---|
| User base· | “Over 1.25M developers and 150,000+ companies build with Firecrawl”www.firecrawl.dev · checked Aug 9, 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 | |
| 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 | “E-Commerce Travel Data Real Estate Marketing Social Media Finance Data Cryptocurrency Job Board”scrape.do · checked Aug 1, 2026 |
Disclosed by neither
Both Firecrawl and Scrape.do publish nothing on these 40 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 40 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Action space
- Operating environment
- Initiative
- High-risk domains
- Documented incidents
- Base models
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Protocols supported
- Multi-agent
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Third-party evaluations
- Data handling
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Explainability
- Runtime governance
- Permission scopes
- Compliance certifications
- Regulatory alignment
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage