Make vs Dify vs Gumloop vs Pipefy
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Make
vs
Make
Competitor 1
Dify
Dify
Competitor 2
Gumloop
Gumloop
Competitor 3
Pipefy
PipefyCompare
4 tools · best value per row highlighted
Competitor
Gumloop
Gumloop
gumloop.com
Gumloop is a multiplayer AI agent builder that lets people across a company create agents with the model and integrations they choose while IT keeps control of access.
Traffic estimated monthly website traffic
Monthly visits
69visits/mo
1Mvisits/mo
—
2.7Mvisits/mo
MoM change
▼ 100.0%
▼ 16.6%
—
▲ 13.8%
6-month growth
-100.0%
-30.6%
—
+18.7%
Global rank web
#7,796
#39,510
—
#17,377
Avg. last 3 months
3.7M
1.1M
—
2.6M
Bounce rate lower is better
30%
41%
—
45%
Pages / visit
8.4
4.4
—
7.4
Visit duration
7m 47s
6m 40s
—
9m 54s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 84% · ● Referral 15%
—
● Direct 80% · ● Mail 13%
MakeDifyGumloopPipefy
Pricing
Model
Freemium
Freemium
Free Trial
Freemium
Starting price
$6per month · free tier available
$590per month · free tier available
$37per month
Free tier
Free tier
–
Free trial
–
–
–
API access
–
–
Plans
—
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Pro $37/moEnterprise Custom
Starter FreeBusiness CustomEnterprise Custom
Capabilities input → output
Input
DataText
DocumentsText
DataText
DataText
Output
Apps
Apps
Apps
Apps
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Tasks what each tool can do · 3 shared · core partial
Tasks covered
6
9
5
4
Workflows
Agent creation
Agents
No-code
–
Agent management
–
–
API integrations
–
–
–
Chatbots
–
–
–
Developer tools
–
–
–
LLM development
–
–
–
Agent memory
–
–
–
Development
–
–
–
Productivity
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 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.