Context.dev vs Code Wiki vs Hal vs Apify

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

Your tool
Context.dev
vs
Competitor 1
Code Wiki
Competitor 2
Hal
Competitor 3
Apify
Compare
4 tools · best value per row highlighted
Your tool Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
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Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
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Competitor Hal
hal9.com
Hal9 is a powerful platform for quickly building and deploying fully customizable AI chatbots, powered by your data with complete privacy. In just under 5 minutes, you can create a tailored chatbot t
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Competitor Apify
apify.com
Apify is a web scraping and automation platform built around a marketplace of ready-to-run programs called Actors.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
152.5Kvisits/mo
3.4Kvisits/mo
—
MoM change
▲ 26.4%
▼ 17.8%
▼ 10.9%
—
6-month growth
-68.4%
-70.8%
+60.6%
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Global rank web
#3,017,624
#251,881
#6,156,551
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Avg. last 3 months
4.7K
225.3K
3.9K
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Bounce rate lower is better
0%
41%
39%
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Pages / visit
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3.0
1.1
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Visit duration
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55s
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Traffic sources
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● Direct 76% · ● Referral 24%
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—
Context.devCode WikiHalApify
0206.5K413K619.5K826KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4K1001K10K100K1MContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
$19per month · free tier available
Free
$2,000per month
$19per month · free tier available
Free tier
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Free trial
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API access
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Plans
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
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Startups $2,000/mo
Free FreeStarter $19/moScale $199/moBusiness $999/mo+1 more
Capabilities input → output
Input
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Code
CodeText
TextWeb pages
Output
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ImagesText
Apps
Data
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Business & MarketingDevelopment & CodeAI Lead GenerationAI Web Scraping
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
7
0
6
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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APIs
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Architecture
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Code explanations
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–
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Instagram scraping
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Lead generation
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Maps data scraping
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Social media scraping
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Code analysis
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Code summaries
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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
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.