Circle vs Lambda vs Beam vs Pathmaker

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

Your tool
Circle
vs
Competitor 1
Lambda
Competitor 2
Beam
Competitor 3
Pathmaker
Compare
4 tools · best value per row highlighted
Your tool Circle
circle.so
Circle is a community platform where creators and businesses host discussions, courses, live events and paid memberships under their own brand.
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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 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.
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Competitor Pathmaker
pathmaker.app
Pathmaker is a personalized learning platform built for anyone ready to take control of their education. Instead of generic online courses or overwhelming resource lists, Pathmaker helps you create ta
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Traffic estimated monthly website traffic
Monthly visits
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6-month growth
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Avg. last 3 months
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Bounce rate lower is better
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Pricing
Model
Free Trial
Paid
Freemium
Freemium
Starting price
$89per month
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$89per month · free tier available
Free tier
Free tier
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Free trial
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API access
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Plans
Professional $89/moBusiness $199/moScale $419/moCircle Plus Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Developer FreeTeam $89/moGrowth Custom
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Capabilities input → output
Input
Text
CodeData
Code
Text
Output
Apps
Apps
Apps
Text
Skill level
Intermediate
Advanced
Advanced
Beginner-friendly
Categories
Business & MarketingDevelopment & CodeEducation & LearningAI Course+2 more
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Education & LearningAI CoachingAI Course
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
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3
6
11
Courses
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GPU infrastructure
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Developer tools
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Education
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Cloud infrastructure
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Coaching
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Community
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Curriculum navigation
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Learning paths
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Self-education guidance
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Cloud computing
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Community engagement
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Email marketing
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Study plans
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Tutoring
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Virtual coaching
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APIs
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Agents
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Course creation
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Marketing automation
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Model training
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Note taking
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Summarizing
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Virtual computing
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Workflows
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Community on aitoolstime
Rating
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Upvotes
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Saves
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Reviews
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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.