illumi vs Langflow vs CrewAI vs Pipefy
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
illumi
vs
illumi
Competitor 1
Langflow
Langflow
Competitor 2
CrewAI
CrewAI
Competitor 3
Pipefy
PipefyCompare
4 tools · best value per row highlighted
Competitor
CrewAI
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.
Traffic estimated monthly website traffic
Monthly visits
4.8Kvisits/mo
215.3Kvisits/mo
476.6Kvisits/mo
2.7Mvisits/mo
MoM change
▲ 13.4%
▼ 0.7%
▼ 10.3%
▲ 13.8%
6-month growth
-37.4%
-4.9%
-5.3%
+18.7%
Global rank web
#3,948,892
#217,191
#107,487
#17,377
Avg. last 3 months
4.7K
225.2K
564.3K
2.6M
Bounce rate lower is better
34%
44%
46%
45%
Pages / visit
2.1
2.2
2.6
7.4
Visit duration
47s
1m 04s
1m 32s
9m 54s
Traffic sources
—
● Direct 76% · ● Referral 24%
● Direct 75% · ● Referral 23%
● Direct 80% · ● Mail 13%
illumiLangflowCrewAIPipefy
Pricing
Model
Freemium
Free
Free
Freemium
Starting price
$12per month · free tier available
Free
Free
Free tier
Free tier
Free trial
–
–
–
API access
–
–
Plans
Starter FreePro $12/moTeam CustomDesign Partner $0
—
Basic FreeEnterprise $0
Starter FreeBusiness CustomEnterprise Custom
Capabilities input → output
Input
DocumentsText
Text
Text
DataText
Output
Text
Apps
AppsCode
Apps
Skill level
Beginner-friendly
Advanced
Advanced
Intermediate
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
5
9
9
4
Agents
–
No-code
–
Agent creation
–
Workflows
–
Developer tools
–
–
Development
–
–
Agent collaboration
–
–
–
Visual workspace
–
–
–
Agent management
–
–
–
Chatbots
–
–
–
LLM development
–
–
–
Mind maps
–
–
–
Team collaboration
–
–
–
APIs
–
–
–
Agent testing
–
–
–
Knowledge maps
–
–
–
Virtual workspace
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 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.