Context.dev vs Paperguide 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
Paperguide
Competitor 2
Firecrawl
Competitor 3
Suggested competitors for Context.dev: Olostep86% Jina Reader83% Exa82% Apify81% SearchCans80% BrowserAct79% Axiom.ai77% Brave Search API76%
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.
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Competitor Paperguide
paperguide.ai
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
—
262.6Kvisits/mo
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MoM change
▲ 26.4%
▲ 4.7%
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6-month growth
-68.4%
+44.6%
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Global rank web
#3,017,624
#182,104
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Avg. last 3 months
4.7K
266.5K
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Bounce rate lower is better
0%
44%
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Pages / visit
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2.3
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Visit duration
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1m 32s
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Traffic sources
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● Direct 80% · ● Referral 14%
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Context.devPaperguideFirecrawl
071.6K143.1K214.7K286.3KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KPaperguide · 181KPaperguide · 215.1KPaperguide · 183.1KPaperguide · 181.6KPaperguide · 232.2KPaperguide · 282.6KPaperguide · 286.3KPaperguide · 250.7KPaperguide · 262.6K1K10K100K1MContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KPaperguide · 181KPaperguide · 215.1KPaperguide · 183.1KPaperguide · 181.6KPaperguide · 232.2KPaperguide · 282.6KPaperguide · 286.3KPaperguide · 250.7KPaperguide · 262.6KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$19per month · free tier available
$12per month · free tier available
$16per month · free tier available
Free tier
Free trial
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–
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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
Free FreePlus $12/moPro $29/moEnterprise Custom
Free FreeHobby $16/moStandard $83/moGrowth $333/mo+2 more
Capabilities input → output
Input
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DocumentsText
TextWeb pages
Output
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DataDocumentsText
DataText
Skill level
Advanced
Beginner-friendly
Advanced
Categories
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Research & AnalyticsAI Research PapersAI Research Tool
Development & CodeAI Web Scraping
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
10
9
Web scraping
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Website crawling
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APIs
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Research
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Developer tools
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Agents
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Literature reviews
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Research papers
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Webscraping
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Academic research
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Citations
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Research papers analysis
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Scientific literature exploration
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Web search
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Website interaction
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Website to JSON
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Academic writing
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Research papers drafting
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Text extraction
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Writing
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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.