Firecrawl vs Context.dev vs Thunderbit vs Canopy API

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

Your tool
Firecrawl
vs
Competitor 1
Context.dev
Competitor 2
Thunderbit
Competitor 3
Canopy API
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.
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Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
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Competitor Thunderbit
thunderbit.com
Thunderbit is an AI web scraper that turns any webpage into a spreadsheet without code.
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Competitor Canopy API
canopyapi.co
Canopy API pulls Amazon product data through REST and GraphQL endpoints, giving developers programmatic access to information across 350 million products and 25,000 categories on Amazon
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Traffic estimated monthly website traffic
Monthly visits
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—
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9.9Kvisits/mo
MoM change
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▲ 26.4%
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▲ 2.3%
6-month growth
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-68.4%
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+294.9%
Global rank web
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#3,017,624
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#2,032,083
Avg. last 3 months
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4.7K
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9.8K
Bounce rate lower is better
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0%
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39%
Pages / visit
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2.5
Visit duration
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50s
Traffic sources
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FirecrawlContext.devThunderbitCanopy API
06.8K13.7K20.5K27.3KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KCanopy API · 4.1KCanopy API · 2.5KCanopy API · 6.9KCanopy API · 8KCanopy API · 9.7KCanopy API · 9.7KCanopy API · 9.9K1K10K100KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KCanopy API · 4.1KCanopy API · 2.5KCanopy API · 6.9KCanopy API · 8KCanopy API · 9.7KCanopy API · 9.7KCanopy API · 9.9KJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
$16per month · free tier available
$19per month · free tier available
Free
Free tier
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
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
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Hobby FreePay As You Go $0+/moPremium $400+/moCustom Enterprise Custom
Capabilities input → output
Input
TextWeb pages
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Web pages
Text
Output
DataText
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Data
Data
Skill level
Advanced
Advanced
Beginner-friendly
Advanced
Categories
Development & CodeAI Web Scraping
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Business & MarketingDevelopment & CodeAI Lead GenerationAI Web Scraping
Development & CodeAI Web Scraping
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
7
12
6
Web scraping
APIs
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Website crawling
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Webscraping
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Developer tools
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Agents
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Amazon data extraction
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Lead generation
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No-code
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Price monitoring
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Text to spreadsheet conversion
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Web search
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Website interaction
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Website to JSON
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Amazon data analytics
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Amazon listings
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Competitive analysis
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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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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
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Saves
0
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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.