Lambda vs Beam vs Atomic Chat vs Vast.ai

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

Your tool
Lambda
vs
Competitor 1
Beam
Competitor 2
Atomic Chat
Competitor 3
Vast.ai
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 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 Atomic Chat
atomic.chat
No rate limits. No subscription. No cloud.
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Competitor Vast.ai
vast.ai
Vast.ai is a GPU rental marketplace where developers and AI teams rent compute for training, fine-tuning, inference and rendering.
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Traffic estimated monthly website traffic
Monthly visits
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49.6Kvisits/mo
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MoM change
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▲ 4,135.2%
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6-month growth
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Global rank web
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#697,143
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Avg. last 3 months
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16.9K
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Bounce rate lower is better
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53%
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Pages / visit
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1.8
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Visit duration
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25s
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Traffic sources
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● Direct 41% · ● Search 28%
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LambdaBeamAtomic ChatVast.ai
012.4K24.8K37.2K49.6KAtomic Chat · 1.2KAtomic Chat · 49.6K1K10K100KAtomic Chat · 1.2KAtomic Chat · 49.6KMar '26Apr
Pricing
Model
Paid
Freemium
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Paid
Starting price
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$89per month · free tier available
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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
Developer FreeTeam $89/moGrowth Custom
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On-Demand GPU CustomInterruptible CustomReserved CustomSandbox $0.32/hour
Capabilities input → output
Input
CodeData
Code
CodeDocumentsText
Code
Output
Apps
Apps
CodeText
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Chatbots & CompanionsDevelopment & CodeAI ChatbotOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
6
8
6
GPU infrastructure
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APIs
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Developer tools
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Cloud infrastructure
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Cloud computing
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Model training
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Chatbots
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Local AI
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Chatting
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Large language models
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Agents
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Chatbot building
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Llama 3 on mac
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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
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Saves
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Reviews
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Prompts
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0
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.