Firecrawl vs Elmo vs Thunderbit vs Context.dev

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Firecrawl
vs
Competitor 1
Elmo
Competitor 2
Thunderbit
Competitor 3
Context.dev
Compare
4 tools · best value per row highlighted
Your tool Firecrawl
firecrawl.dev
Firecrawl is a web data API that gives AI agents and applications clean content from the live web.
Remove
Competitor Elmo
elmohq.com
Open source AEO
Make main Remove
Competitor Thunderbit
thunderbit.com
Thunderbit is an AI web scraper that turns any webpage into a spreadsheet without code.
Make main Remove
Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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11.1Kvisits/mo
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MoM change
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▲ 289.8%
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▲ 26.4%
6-month growth
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-68.4%
Global rank web
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#1,949,560
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#3,017,624
Avg. last 3 months
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5K
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4.7K
Bounce rate lower is better
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40%
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0%
Pages / visit
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2.3
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Visit duration
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8s
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Traffic sources
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FirecrawlElmoThunderbitContext.dev
06.8K13.7K20.5K27.3KElmo · 1.6KElmo · 1.6KElmo · 1.1KElmo · 2.8KElmo · 11.1KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8K1K10K100KElmo · 1.6KElmo · 1.6KElmo · 1.1KElmo · 2.8KElmo · 11.1KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
$16per month · free tier available
$29per month · free tier available
Free
$19per month · free tier available
Free tier
Free trial
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API access
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Plans
Free FreeHobby $16/moStandard $83/moGrowth $333/mo+2 more
Free (Self-hosted) FreeStarter $29/moBasic $99/moPro $299/mo+1 more
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Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Capabilities input → output
Input
TextWeb pages
Text
Web pages
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Output
DataText
Data
Data
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Skill level
Advanced
Advanced
Beginner-friendly
Advanced
Categories
Development & CodeAI Web Scraping
Business & MarketingProductivity & OfficeAI MonitorAI SEO Tools
Business & MarketingDevelopment & CodeAI Lead GenerationAI Web Scraping
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
8
12
7
Web scraping
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Website crawling
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APIs
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Competitive analysis
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Developer tools
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Agents
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Brand monitoring
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Lead generation
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Webscraping
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Monitoring
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No-code
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Online business visibility
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Price monitoring
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Text to spreadsheet conversion
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Visibility
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Web search
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Website interaction
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Website to JSON
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Customer feedback analysis
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Maps data scraping
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Price tracking
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Real estate listings
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Research
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SEO
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SEO analysis
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SEO recommendations
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Spreadsheets
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Summarizing
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Text extraction
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
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Saves
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Reviews
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Prompts
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Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.