Pipedream vs Lambda vs CrewAI vs Dify

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

Your tool
Pipedream
vs
Competitor 1
Lambda
Competitor 2
CrewAI
Competitor 3
Dify
Compare
4 tools · best value per row highlighted
Your tool Pipedream
pipedream.com
Pipedream is an integration layer 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 CrewAI
crewai.com
CrewAI is a multi-agent platform that covers the full agent lifecycle for businesses: discover what to automate, build agents, govern them in production and optimize them over time.
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Competitor Dify
dify.ai
AI apps without code
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Traffic estimated monthly website traffic
Monthly visits
—
—
476.6Kvisits/mo
1Mvisits/mo
MoM change
—
—
▼ 10.3%
▼ 16.6%
6-month growth
—
—
-5.3%
-30.6%
Global rank web
—
—
#107,487
#39,510
Avg. last 3 months
—
—
564.3K
1.1M
Bounce rate lower is better
—
—
46%
41%
Pages / visit
—
—
2.6
4.4
Visit duration
—
—
1m 32s
6m 40s
Traffic sources
—
—
● Direct 75% · ● Referral 23%
● Direct 84% · ● Referral 15%
PipedreamLambdaCrewAIDify
0368.2K736.4K1.1M1.5MCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1M100K1M10MCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Free
Freemium
Starting price
$99per month · free tier available
—
Free
$590per month · free tier available
Free tier
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Free trial
–
–
–
–
API access
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Plans
Free FreeStartup $99/moBusiness Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Basic FreeEnterprise $0
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Capabilities input → output
Input
Code
CodeData
Text
DocumentsText
Output
Apps
Apps
AppsCode
Apps
Skill level
Advanced
Advanced
Advanced
Intermediate
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
3
9
9
Developer tools
Agents
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Agent creation
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Workflows
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No-code
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Development
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API integrations
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Agent collaboration
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GPU infrastructure
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MCP
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–
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APIs
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–
–
Agent management
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–
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Chatbots
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–
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LLM development
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–
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Agent testing
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Model training
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–
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Productivity
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
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.