ChatNode vs Lambda vs Dify vs Beam

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

Your tool
ChatNode
vs
Competitor 1
Lambda
Competitor 2
Dify
Competitor 3
Beam
Compare
4 tools · best value per row highlighted
Your tool ChatNode
chatnode.ai
ChatNode builds AI customer service agents that handle support queries and execute actions through API calls
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
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
7.9Kvisits/mo
—
1Mvisits/mo
—
MoM change
▼ 56.0%
—
▼ 16.6%
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6-month growth
-13.9%
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-30.6%
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Global rank web
#1,061,283
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#39,510
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Avg. last 3 months
12.2K
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1.1M
—
Bounce rate lower is better
39%
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41%
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Pages / visit
4.9
—
4.4
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Visit duration
2m 20s
—
6m 40s
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Traffic sources
● Direct 97% · ● Mail 3%
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● Direct 84% · ● Referral 15%
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ChatNodeLambdaDifyBeam
0368.2K736.4K1.1M1.5MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1M1K10K100K1M10MChatNode · 11.7KChatNode · 6.7KChatNode · 10KChatNode · 9.2KChatNode · 4.6KChatNode · 10.4KChatNode · 10.6KChatNode · 18KChatNode · 7.9KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Paid
Freemium
Freemium
Starting price
$35per month
—
$590per month · free tier available
$89per month · free tier available
Free tier
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Free trial
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–
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API access
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Plans
Lite $35/moStandard $89/moScale $377/moEnterprise Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
DocumentsTextWeb pages
CodeData
DocumentsText
Code
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Development & CodeAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
3
9
6
Developer tools
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GPU infrastructure
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Agents
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Chatbots
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Agent creation
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Cloud infrastructure
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Customer support
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Customer support chatbot
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No-code
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Workflows
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Cloud computing
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Customer support automation
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Knowledge bases
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LLM development
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Website to chatbot
–
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APIs
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Chatbot building
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Chatbot integration
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Development
–
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Model training
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Productivity
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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
▲ 0
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
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.