Langflow vs Dify vs Flowise vs Pipecat
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Langflow
vs
Langflow
Competitor 1
Dify
Dify
Competitor 2
Flowise
Flowise
Competitor 3
Pipecat
PipecatCompare
4 tools · best value per row highlighted
Competitor
Pipecat
Pipecat
pipecat.ai
Pipecat is an open-source Python framework for building voice and multimodal AI agents that talk in real time.
Traffic estimated monthly website traffic
Monthly visits
215.3Kvisits/mo
1Mvisits/mo
168.3Kvisits/mo
—
MoM change
▼ 0.7%
▼ 16.6%
▼ 27.6%
—
6-month growth
-4.9%
-30.6%
-14.1%
—
Global rank web
#217,191
#39,510
#239,649
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Avg. last 3 months
225.2K
1.1M
203.8K
—
Bounce rate lower is better
44%
41%
43%
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Pages / visit
2.2
4.4
2.8
—
Visit duration
1m 04s
6m 40s
1m 23s
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Traffic sources
● Direct 76% · ● Referral 24%
● Direct 84% · ● Referral 15%
● Direct 79% · ● Referral 19%
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LangflowDifyFlowisePipecat
Pricing
Model
Free
Freemium
Freemium
Free
Starting price
Free
$590per month · free tier available
$35per month · free tier available
Free
Free tier
Free trial
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–
–
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API access
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Plans
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Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreeStarter $35/moPro $65/mo
Open source Free
Capabilities input → output
Input
Text
DocumentsText
DocumentsText
AudioTextVideo
Output
Apps
Apps
Apps
AudioText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Tasks what each tool can do · 2 shared · core partial
Tasks covered
9
9
10
9
Agents
Agent creation
No-code
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Workflows
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Chatbots
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Developer tools
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Development
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LLM development
–
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Agent collaboration
–
–
Voice agents
–
–
–
Chatbot building
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–
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Voice
–
–
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Voice assistance
–
–
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APIs
–
–
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Agent testing
–
–
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Call agents
–
–
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Chatbot integration
–
–
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Productivity
–
–
–
Workflow deployment
–
–
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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
–
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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.