Lambda vs Hyperbrowser vs Parallel Web Systems vs Beam

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

Your tool
Lambda
vs
Competitor 1
Hyperbrowser
Competitor 2
Parallel Web Systems
Competitor 3
Beam
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Hyperbrowser
hyperbrowser.ai
Hyperbrowser delivers cloud-based browser infrastructure designed for AI agents and automated applications
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Competitor Parallel Web Systems
parallel.ai
Parallel Web Systems builds web infrastructure for AI agents.
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Competitor Beam
beam.cloud
Beam is a cloud runtime for AI workloads that offers serverless GPUs, task queues and sandboxes through a Python, TypeScript and Go SDK.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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67.3Kvisits/mo
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MoM change
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▲ 1.2%
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6-month growth
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+0.7%
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Global rank web
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#584,815
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Avg. last 3 months
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68.4K
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Bounce rate lower is better
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42%
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Pages / visit
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1.7
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Visit duration
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10s
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Traffic sources
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● Direct 92% · ● Referral 7%
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LambdaHyperbrowserParallel Web SystemsBeam
017.9K35.7K53.6K71.4KHyperbrowser · 59.5KHyperbrowser · 71.4KHyperbrowser · 66.8KHyperbrowser · 67.3KHyperbrowser · 56.7KHyperbrowser · 71.4KHyperbrowser · 66.5KHyperbrowser · 67.3K10K100KHyperbrowser · 59.5KHyperbrowser · 71.4KHyperbrowser · 66.8KHyperbrowser · 67.3KHyperbrowser · 56.7KHyperbrowser · 71.4KHyperbrowser · 66.5KHyperbrowser · 67.3KDec '25Jan '26FebMarAprMayJunJul
Pricing
Model
Paid
Freemium
Free
Freemium
Starting price
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$30per month · free tier available
Free
$89per month · free tier available
Free tier
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Free trial
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API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreeStartup $30/moScale $100/moEnterprise Custom
Pay as you go CustomResponses/Monitor/Find All APIs Custom
Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
CodeData
CodeWeb pages
DataTextWeb pages
Code
Output
Apps
Data
DataText
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer ToolsAI Web Scraping
Development & CodeProductivity & OfficeResearch & AnalyticsAI Developer Tools+3 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
9
9
6
Developer tools
GPU infrastructure
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APIs
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Web scraping
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Agents
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Website crawling
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Browser
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Cloud infrastructure
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Web search
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Cloud computing
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Data extraction
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Monitoring
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Research
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Webscraping
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Captcha solving
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MCP
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Markdown conversion
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Model training
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Virtual computing
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
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Saves
0
0
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0
Reviews
0
0
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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.