Pipefy vs Langflow vs Make vs Sema4.ai
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Pipefy
vs Pipefy
Competitor 1
Langflow
Langflow
Competitor 2
Make
Make
Competitor 3
Sema4.ai
Sema4.aiCompare
4 tools · best value per row highlighted
Traffic estimated monthly website traffic
Monthly visits
2.7Mvisits/mo
215.3Kvisits/mo
69visits/mo
25.9Kvisits/mo
MoM change
▲ 13.8%
▼ 0.7%
▼ 100.0%
▼ 8.2%
6-month growth
+18.7%
-4.9%
-100.0%
-27.7%
Global rank web
#17,377
#217,191
#7,796
#1,152,211
Avg. last 3 months
2.6M
225.2K
3.7M
27.1K
Bounce rate lower is better
45%
44%
30%
38%
Pages / visit
7.4
2.2
8.4
1.7
Visit duration
9m 54s
1m 04s
7m 47s
11s
Traffic sources
● Direct 80% · ● Mail 13%
● Direct 76% · ● Referral 24%
● Direct 91% · ● Referral 6%
● Direct 89% · ● Referral 7%
PipefyLangflowMakeSema4.ai
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
Free tier
Free
$6per month · free tier available
Free tier
Free tier
Free trial
–
–
–
–
API access
–
–
–
Plans
Starter FreeBusiness CustomEnterprise Custom
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—
—
Capabilities input → output
Input
DataText
Text
DataText
DataDocumentsText
Output
Apps
Apps
Apps
AppsData
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Tasks what each tool can do · 2 shared · core partial
Tasks covered
4
9
9
4
Agents
Agent creation
No-code
–
Workflows
–
Agent management
–
–
Process automation
–
–
–
API integrations
–
–
–
Chatbots
–
–
–
Developer tools
–
–
–
Development
–
–
–
LLM development
–
–
–
APIs
–
–
–
Business automation
–
–
–
Marketing automation
–
–
–
Zapier assistance
–
–
–
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.