Parallel Web Systems vs Lambda 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
Lambda
Competitor 2
Context.dev
Competitor 3
Suggested competitors for Parallel Web Systems: Tavily87% Alma by Olivares AI81% Hyperbrowser81% SearchCans80% Firecrawl79% Olostep79% TabTabTab78% Hal77%
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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 Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
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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 SystemsLambdaContext.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
Paid
Freemium
Starting price
Free
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$19per month · free tier available
Free tier
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Free trial
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API access
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Plans
Pay as you go CustomResponses/Monitor/Find All APIs Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
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
CodeData
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Output
DataText
Apps
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Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeResearch & AnalyticsAI Developer Tools+3 more
Development & CodeAI Developer Tools
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
3
7
Developer tools
APIs
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Web scraping
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Website crawling
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Agents
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Research
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GPU infrastructure
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Web search
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Data extraction
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Monitoring
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Model training
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Text extraction
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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
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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.