Code Wiki vs Firecrawl vs Context.dev

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

Your tool
Code Wiki
vs
Competitor 1
Firecrawl
Competitor 2
Context.dev
Competitor 3
Suggested competitors for Code Wiki: DeepWiki83% Alma by Olivares AI83% GigaSpaces eRAG GenAI83% Vana82% Hal82% Mintlify80% DeepWiki-Open80% AIGNE DocSmith79%
Compare
3 tools · best value per row highlighted
Your tool Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Remove
Competitor Firecrawl
firecrawl.dev
Firecrawl is a web data API that gives AI agents and applications clean content from the live web.
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
152.5Kvisits/mo
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—
MoM change
▼ 17.8%
—
▲ 26.4%
6-month growth
-70.8%
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-68.4%
Global rank web
#251,881
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#3,017,624
Avg. last 3 months
225.3K
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4.7K
Bounce rate lower is better
41%
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0%
Pages / visit
3.0
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Visit duration
55s
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Traffic sources
● Direct 76% · ● Referral 24%
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Code WikiFirecrawlContext.dev
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 · 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 · 8KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Freemium
Starting price
Free
$16per month · free tier available
$19per month · free tier available
Free tier
Free trial
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API access
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Plans
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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
Capabilities input → output
Input
Code
TextWeb pages
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Output
ImagesText
DataText
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Skill level
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Web Scraping
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
6
5
Web scraping
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Website crawling
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Code documentation
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Codebase q a
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Webscraping
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APIs
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Architecture
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Code explanations
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Website interaction
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Website to JSON
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Code analysis
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Code summaries
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Developer tools
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GitHub pull requests
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Research
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Website monitoring
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.