Context.dev vs Hal vs Firecrawl

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

Your tool
Context.dev
vs
Competitor 1
Hal
Competitor 2
Firecrawl
Competitor 3
Suggested competitors for Context.dev: Olostep92% Exa86% BrowserAct81% Apify80% SearchCans79% You.com77% Browse AI77% TabTabTab77%
Compare
3 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.
Remove
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
Make main 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
Traffic estimated monthly website traffic
Monthly visits
—
3.4Kvisits/mo
—
MoM change
▲ 26.4%
▼ 10.9%
—
6-month growth
-68.4%
+60.6%
—
Global rank web
#3,017,624
#6,156,551
—
Avg. last 3 months
4.7K
3.9K
—
Bounce rate lower is better
0%
39%
—
Pages / visit
—
1.1
—
Visit duration
—
—
—
Traffic sources
—
—
—
Context.devHalFirecrawl
06.8K13.7K20.5K27.3KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4K1001K10K100KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$19per month · free tier available
$2,000per month
$16per month · free tier available
Free tier
–
Free trial
–
–
–
API access
–
–
Plans
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Startups $2,000/mo
Free FreeHobby $16/moStandard $83/moGrowth $333/mo+2 more
Capabilities input → output
Input
—
CodeText
TextWeb pages
Output
—
Apps
DataText
Skill level
Advanced
Intermediate
Advanced
Categories
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Developer Tools
Development & CodeAI Web Scraping
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
0
6
Web scraping
–
Website crawling
–
Webscraping
–
–
APIs
–
–
Website interaction
–
–
Website to JSON
–
–
Developer tools
–
–
Research
–
–
Website monitoring
–
–
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
–
–
–

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.