Langflow vs Microsoft Copilot Studio vs Botpress vs illumi

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

Your tool
Langflow
vs
Competitor 1
Microsoft Copilot Studio
Competitor 2
Botpress
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 Microsoft Copilot Studio
microsoft.com
Builders can add conversational chat or voice agents, give them autonomous capabilities such as planning and escalating work items, and connect them to business data through more than 1,500 pre-bui...
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Competitor Botpress
botpress.com
Build AI chatbots for business
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Competitor illumi
illumi.one
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
215.3Kvisits/mo
—
359.8Kvisits/mo
4.8Kvisits/mo
MoM change
▼ 0.7%
—
▼ 5.1%
▲ 13.4%
6-month growth
-4.9%
—
-17.4%
-37.4%
Global rank web
#217,191
—
#153,242
#3,948,892
Avg. last 3 months
225.2K
—
371.2K
4.7K
Bounce rate lower is better
44%
—
51%
34%
Pages / visit
2.2
—
1.8
2.1
Visit duration
1m 04s
—
33s
47s
Traffic sources
● Direct 76% · ● Referral 24%
—
● Direct 86% · ● Referral 14%
—
LangflowMicrosoft Copilot StudioBotpressillumi
0156.6K313.2K469.8K626.4KLangflow · 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 · 359.8Killumi · 3.9Killumi · 6.1Killumi · 5.9Killumi · 6.7Killumi · 7.7Killumi · 5.9Killumi · 6.9Killumi · 4.9Killumi · 4.2Killumi · 4.8K1K10K100K1MLangflow · 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 · 359.8Killumi · 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 Trial
Freemium
Freemium
Starting price
Free
$18per month
Free tier
$12per month · free tier available
Free tier
–
Free trial
–
API access
–
–
–
Plans
—
Microsoft 365 Business Standard with Copilot $23.50/moMicrosoft 365 Copilot Business $18/moMicrosoft 365 Business Premium with Copilot $32/mo
Botpress Pricing $25/mo
Starter FreePro $12/moTeam CustomDesign Partner $0
Capabilities input → output
Input
Text
DataDocumentsText
DocumentsText
DocumentsText
Output
Apps
Apps
Apps
Text
Skill level
Advanced
Intermediate
Intermediate
Beginner-friendly
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsProductivity & OfficeAI ChatbotAI Mind Mapping
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
11
8
5
Agents
–
No-code
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Agent creation
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Chatbots
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Chatbot building
–
–
Workflows
–
–
Customer support chatbot
–
–
Visual workspace
–
–
–
Agent management
–
–
–
Chatbot integration
–
–
–
Customer support
–
–
–
Developer tools
–
–
–
Development
–
–
–
LLM development
–
–
–
MCP
–
–
–
Mind maps
–
–
–
Team collaboration
–
–
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Voice agents
–
–
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APIs
–
–
–
Knowledge maps
–
–
–
Virtual workspace
–
–
–
Voice chatting
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 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.