Firecrawl vs Defapi vs Context.dev vs Browse AI

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

Your tool
Firecrawl
vs
Competitor 1
DDefapi
Competitor 2
Context.dev
Competitor 3
Browse AI
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 DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
Make main Remove
Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
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Competitor Browse AI
browse.ai
Web scraping without writing code
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
2.4Kvisits/mo
—
257.1Kvisits/mo
MoM change
—
▼ 42.6%
▲ 26.4%
▼ 12.4%
6-month growth
—
-86.2%
-68.4%
-18.0%
Global rank web
—
#4,650,820
#3,017,624
#127,104
Avg. last 3 months
—
4.8K
4.7K
297.6K
Bounce rate lower is better
—
36%
0%
37%
Pages / visit
—
1.4
—
5.8
Visit duration
—
7s
—
2m 06s
Traffic sources
—
—
—
● Direct 82% · ● Referral 14%
FirecrawlDefapiContext.devBrowse AI
095.6K191.1K286.7K382.2KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KBrowse AI · 365.6KBrowse AI · 307.3KBrowse AI · 304.7KBrowse AI · 313.4KBrowse AI · 353.9KBrowse AI · 382.2KBrowse AI · 342.2KBrowse AI · 293.5KBrowse AI · 257.1K1K10K100K1MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KBrowse AI · 365.6KBrowse AI · 307.3KBrowse AI · 304.7KBrowse AI · 313.4KBrowse AI · 353.9KBrowse AI · 382.2KBrowse AI · 342.2KBrowse AI · 293.5KBrowse AI · 257.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$16per month · free tier available
—
$19per month · free tier available
$19per month · free tier available
Free tier
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Free trial
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–
–
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API access
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–
Plans
Free FreeHobby $16/moStandard $83/moGrowth $333/mo+2 more
Gemini 3.1 Pro Preview $1/$6/per requestClaude Sonnet 4.6 $1.5/$7.5/per requestClaude Opus 4.6 $2.5/$12.5/per requestSora 2 Stable $0.175+/per request+2 more
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Free FreePersonal $19/moProfessional $69/moPremium $500/mo
Capabilities input → output
Input
TextWeb pages
AudioImagesText
—
Web pages
Output
DataText
AudioImagesText
—
Data
Skill level
Advanced
Advanced
Advanced
Beginner-friendly
Categories
Development & CodeAI Web Scraping
Development & CodeAI API
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeProductivity & OfficeAI MonitorAI Web Scraping
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
2
1
2
6
Web scraping
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APIs
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Website crawling
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Data extraction
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–
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No-code
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–
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Monitoring
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–
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Competitive analysis
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
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.