Pipedream vs Anyscale vs Dify vs CrewAI

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

Your tool
Pipedream
vs
Competitor 1
Anyscale
Competitor 2
Dify
Competitor 3
CrewAI
Compare
4 tools · best value per row highlighted
Your tool Pipedream
pipedream.com
Pipedream is an integration layer for AI agents.
Remove
Competitor Anyscale
anyscale.com
Scale AI effortlessly
Make main Remove
Competitor Dify
dify.ai
AI apps without code
Make main Remove
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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
79.1Kvisits/mo
1Mvisits/mo
476.6Kvisits/mo
MoM change
—
▼ 25.4%
▼ 16.6%
▼ 10.3%
6-month growth
—
-21.0%
-30.6%
-5.3%
Global rank web
—
#330,039
#39,510
#107,487
Avg. last 3 months
—
90.4K
1.1M
564.3K
Bounce rate lower is better
—
42%
41%
46%
Pages / visit
—
3.3
4.4
2.6
Visit duration
—
1m 53s
6m 40s
1m 32s
Traffic sources
—
● Direct 81% · ● Referral 15%
● Direct 84% · ● Referral 15%
● Direct 75% · ● Referral 23%
PipedreamAnyscaleDifyCrewAI
0368.2K736.4K1.1M1.5MAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6K10K100K1M10MAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$99per month · free tier available
—
$590per month · free tier available
Free
Free tier
–
Free trial
–
–
–
API access
Plans
Free FreeStartup $99/moBusiness Custom
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Basic FreeEnterprise $0
Capabilities input → output
Input
Code
CodeData
DocumentsText
Text
Output
Apps
Data
Apps
AppsCode
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeAI APIAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
5
9
9
Agents
–
Agent creation
–
Developer tools
–
Workflows
–
Development
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No-code
–
–
LLM development
–
–
API integrations
–
–
–
Agent collaboration
–
–
–
GPU infrastructure
–
–
–
MCP
–
–
–
Model training
–
–
–
APIs
–
–
–
Agent management
–
–
–
Chatbots
–
–
–
Cloud computing
–
–
–
Agent testing
–
–
–
Productivity
–
–
–
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
–
–
–
–

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.