Dify vs Pipecat vs Langflow vs Botpress

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

Your tool
Dify
vs
Competitor 1
Pipecat
Competitor 2
Langflow
Competitor 3
Botpress
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
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Competitor Pipecat
pipecat.ai
Pipecat is an open-source Python framework for building voice and multimodal AI agents that talk in real time.
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Competitor Langflow
langflow.org
Drag and drop AI
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Competitor Botpress
botpress.com
Build AI chatbots for business
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Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
215.3Kvisits/mo
359.8Kvisits/mo
MoM change
▼ 16.6%
—
▼ 0.7%
▼ 5.1%
6-month growth
-30.6%
—
-4.9%
-17.4%
Global rank web
#39,510
—
#217,191
#153,242
Avg. last 3 months
1.1M
—
225.2K
371.2K
Bounce rate lower is better
41%
—
44%
51%
Pages / visit
4.4
—
2.2
1.8
Visit duration
6m 40s
—
1m 04s
33s
Traffic sources
● Direct 84% · ● Referral 15%
—
● Direct 76% · ● Referral 24%
● Direct 86% · ● Referral 14%
DifyPipecatLangflowBotpress
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8K100K1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KBotpress · 540.9KBotpress · 598.6KBotpress · 626.4KBotpress · 435.4KBotpress · 399.7KBotpress · 355.6KBotpress · 374.4KBotpress · 379.3KBotpress · 359.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Free
Freemium
Starting price
$590per month · free tier available
Free
Free
Free tier
Free tier
Free trial
–
–
–
API access
–
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Open source Free
—
Botpress Pricing $25/mo
Capabilities input → output
Input
DocumentsText
AudioTextVideo
Text
DocumentsText
Output
Apps
AudioText
Apps
Apps
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
9
10
9
8
Agents
Agent creation
No-code
–
Chatbots
–
Developer tools
–
Workflows
–
–
LLM development
–
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Development
–
–
Chatbot building
–
–
–
Voice agents
–
–
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Chatbot integration
–
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
Voice
–
–
–
Voice assistance
–
–
–
APIs
–
–
–
Agent collaboration
–
–
–
Agent testing
–
–
–
Call agents
–
–
–
Productivity
–
–
–
Self hosted
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 0
▲ 1
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
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–
–
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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.