Pipefy vs Make vs Stepper vs MiniMax Agent

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

Your tool
Pipefy
vs
Competitor 1
Make
Competitor 2
Stepper
Competitor 3
MiniMax Agent
Compare
4 tools · best value per row highlighted
Your tool Pipefy
pipefy.com
Remove
Competitor Make
make.com
Visual automation for complex workflows
Make main Remove
Competitor Stepper
stepper.io
Building automated workflows traditionally requires either coding skills or wrestling with complex visual builders
Make main Remove
Competitor MiniMax Agent
agent.minimax.io
AI companion built for creativity and productivity work
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
2.7Mvisits/mo
69visits/mo
49.9Kvisits/mo
826.8Kvisits/mo
MoM change
▲ 13.8%
▼ 100.0%
▲ 34.2%
▼ 26.8%
6-month growth
+18.7%
-100.0%
+519.2%
-44.7%
Global rank web
#17,377
#7,796
#677,321
—
Avg. last 3 months
2.6M
3.7M
38.1K
1.1M
Bounce rate lower is better
45%
30%
40%
44%
Pages / visit
7.4
8.4
2.0
2.9
Visit duration
9m 54s
7m 47s
47s
4m 23s
Traffic sources
● Direct 80% · ● Mail 13%
● Direct 91% · ● Referral 6%
—
● Direct 85% · ● Referral 13%
PipefyMakeStepperMiniMax Agent
01.7M3.3M5M6.7MPipefy · 2.1MPipefy · 2.2MPipefy · 2.4MPipefy · 2.3MPipefy · 2.9MPipefy · 2.4MPipefy · 2.6MPipefy · 2.4MPipefy · 2.7MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Stepper · 8.1KStepper · 15.4KStepper · 20.2KStepper · 27KStepper · 37.2KStepper · 49.9KMiniMax Agent · 1.1MMiniMax Agent · 1.3MMiniMax Agent · 1.5MMiniMax Agent · 1.4MMiniMax Agent · 1.1MMiniMax Agent · 1.4MMiniMax Agent · 1.1MMiniMax Agent · 826.8K101001K10K100K1M10MPipefy · 2.1MPipefy · 2.2MPipefy · 2.4MPipefy · 2.3MPipefy · 2.9MPipefy · 2.4MPipefy · 2.6MPipefy · 2.4MPipefy · 2.7MMake · 5.1MMake · 5.2MMake · 5.4MMake · 5MMake · 6.1MMake · 5.9MMake · 6.7MMake · 5.8MMake · 5.3MMake · 69Stepper · 8.1KStepper · 15.4KStepper · 20.2KStepper · 27KStepper · 37.2KStepper · 49.9KMiniMax Agent · 1.1MMiniMax Agent · 1.3MMiniMax Agent · 1.5MMiniMax Agent · 1.4MMiniMax Agent · 1.1MMiniMax Agent · 1.4MMiniMax Agent · 1.1MMiniMax Agent · 826.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$6per month · free tier available
$19per month · free tier available
Free tier
Free tier
Free trial
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–
–
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API access
–
–
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Plans
Starter FreeBusiness CustomEnterprise Custom
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Free FreePro $19/moTeam Coming soon
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Capabilities input → output
Input
DataText
DataText
Text
DocumentsImagesText
Output
Apps
Apps
Apps
AppsDocumentsImagesTextVideo
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Productivity & OfficeAI Workflow
Chatbots & CompanionsDevelopment & CodeImage GenerationProductivity & Office+10 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
9
4
6
Workflows
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No-code
–
Agents
–
Process automation
–
–
Agent creation
–
–
API integrations
–
–
–
Business automation
–
–
–
Chatbots
–
–
–
Agent management
–
–
–
Coding
–
–
–
Marketing automation
–
–
–
Presentations
–
–
–
Research
–
–
–
Website building
–
–
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Zapier assistance
–
–
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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.