Firecrawl vs Code Wiki vs Context.dev vs SearchCans

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

Your tool
Firecrawl
vs
Competitor 1
Code Wiki
Competitor 2
Context.dev
Competitor 3
SearchCans
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 Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Make main Remove
Competitor SearchCans
searchcans.com
SearchCans is a search and content-extraction API service for AI workflows.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
152.5Kvisits/mo
—
8.8Kvisits/mo
MoM change
—
▼ 17.8%
▲ 26.4%
▼ 9.6%
6-month growth
—
-70.8%
-68.4%
+487.2%
Global rank web
—
#251,881
#3,017,624
#2,433,686
Avg. last 3 months
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225.3K
4.7K
7.4K
Bounce rate lower is better
—
41%
0%
40%
Pages / visit
—
3.0
—
1.5
Visit duration
—
55s
—
3s
Traffic sources
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● Direct 76% · ● Referral 24%
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—
FirecrawlCode WikiContext.devSearchCans
0206.5K413K619.5K826KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KSearchCans · 1.7KSearchCans · 1.5KSearchCans · 2.5KSearchCans · 2.2KSearchCans · 3.8KSearchCans · 9.8KSearchCans · 8.8K1K10K100K1MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KSearchCans · 1.7KSearchCans · 1.5KSearchCans · 2.5KSearchCans · 2.2KSearchCans · 3.8KSearchCans · 9.8KSearchCans · 8.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$16per month · free tier available
Free
$19per month · free tier available
$18per month · free tier available
Free tier
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
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Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Standard $18Starter $99
Capabilities input → output
Input
TextWeb pages
Code
—
DocumentsTextWeb pages
Output
DataText
ImagesText
—
DataText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Web Scraping
Development & CodeAI Developer Tools
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Developer ToolsAI Web Scraping
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
7
7
9
Web scraping
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Website crawling
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Developer tools
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Webscraping
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APIs
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Agents
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Code documentation
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Codebase q a
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Markdown conversion
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Architecture
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Code explanations
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–
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Web search
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–
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Website interaction
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–
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Website to JSON
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Code analysis
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Code summaries
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Document data extraction
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GitHub pull requests
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JSON handling
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Markdown
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Markdown formatting
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Research
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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
0
0
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Reviews
0
0
0
0
Prompts
0
0
0
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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.