Langflow vs Pipecat vs Pipefy vs illumi

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

Your tool
Langflow
vs
Competitor 1
Pipecat
Competitor 2
Pipefy
Competitor 3
illumi
Compare
4 tools · best value per row highlighted
Your tool Langflow
langflow.org
Drag and drop AI
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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 Pipefy
pipefy.com
Make main Remove
Competitor illumi
illumi.one
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
215.3Kvisits/mo
—
2.7Mvisits/mo
4.8Kvisits/mo
MoM change
▼ 0.7%
—
▲ 13.8%
▲ 13.4%
6-month growth
-4.9%
—
+18.7%
-37.4%
Global rank web
#217,191
—
#17,377
#3,948,892
Avg. last 3 months
225.2K
—
2.6M
4.7K
Bounce rate lower is better
44%
—
45%
34%
Pages / visit
2.2
—
7.4
2.1
Visit duration
1m 04s
—
9m 54s
47s
Traffic sources
● Direct 76% · ● Referral 24%
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● Direct 80% · ● Mail 13%
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LangflowPipecatPipefyillumi
0726.4K1.5M2.2M2.9MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KPipefy · 2.1MPipefy · 2.2MPipefy · 2.4MPipefy · 2.3MPipefy · 2.9MPipefy · 2.4MPipefy · 2.6MPipefy · 2.4MPipefy · 2.7Millumi · 3.9Killumi · 6.1Killumi · 5.9Killumi · 6.7Killumi · 7.7Killumi · 5.9Killumi · 6.9Killumi · 4.9Killumi · 4.2Killumi · 4.8K1K10K100K1M10MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KPipefy · 2.1MPipefy · 2.2MPipefy · 2.4MPipefy · 2.3MPipefy · 2.9MPipefy · 2.4MPipefy · 2.6MPipefy · 2.4MPipefy · 2.7Millumi · 3.9Killumi · 6.1Killumi · 5.9Killumi · 6.7Killumi · 7.7Killumi · 5.9Killumi · 6.9Killumi · 4.9Killumi · 4.2Killumi · 4.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Free
Freemium
Freemium
Starting price
Free
Free
Free tier
$12per month · free tier available
Free tier
Free trial
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API access
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Plans
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Open source Free
Starter FreeBusiness CustomEnterprise Custom
Starter FreePro $12/moTeam CustomDesign Partner $0
Capabilities input → output
Input
Text
AudioTextVideo
DataText
DocumentsText
Output
Apps
AudioText
Apps
Text
Skill level
Advanced
Advanced
Intermediate
Beginner-friendly
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Chatbots & CompanionsProductivity & OfficeAI ChatbotAI Mind Mapping
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
10
4
5
Agents
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Agent creation
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No-code
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Workflows
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Developer tools
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Visual workspace
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Voice agents
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Chatbots
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Development
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LLM development
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Mind maps
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Team collaboration
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Voice
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Voice assistance
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APIs
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Agent collaboration
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Agent testing
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Call agents
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Knowledge maps
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Self hosted
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Virtual workspace
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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
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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.