Parallel Web Systems vs Firecrawl vs Context.dev

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

Your tool
Parallel Web Systems
vs
Competitor 1
Firecrawl
Competitor 2
Context.dev
Competitor 3
Suggested competitors for Parallel Web Systems: Tavily87% Alma by Olivares AI81% Hyperbrowser81% SearchCans80% Olostep79% TabTabTab78% Hal77% Browse AI76%
Compare
3 tools · best value per row highlighted
Your tool Parallel Web Systems
parallel.ai
Parallel Web Systems builds web infrastructure for AI agents.
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Competitor Firecrawl
firecrawl.dev
Firecrawl is a web data API that gives AI agents and applications clean content from the live web.
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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
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MoM change
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▲ 26.4%
6-month growth
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-68.4%
Global rank web
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#3,017,624
Avg. last 3 months
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4.7K
Bounce rate lower is better
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0%
Pages / visit
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Visit duration
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Traffic sources
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Parallel Web SystemsFirecrawlContext.dev
06.8K13.7K20.5K27.3KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8K1K10K100KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KJan '26FebMarAprMayJun
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
Pay as you go CustomResponses/Monitor/Find All APIs Custom
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
DataTextWeb pages
TextWeb pages
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Output
DataText
DataText
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Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeResearch & AnalyticsAI Developer Tools+3 more
Development & CodeAI Web Scraping
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
4
6
5
Web scraping
Website crawling
Developer tools
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Research
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Webscraping
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APIs
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Website interaction
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Website to JSON
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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
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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.