Microsoft Copilot Studio vs Chatbase vs ChatBotKit vs Langflow

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

Your tool
Microsoft Copilot Studio
vs
Competitor 1
Chatbase
Competitor 2
ChatBotKit
Competitor 3
Langflow
Compare
4 tools · best value per row highlighted
Your tool 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 Chatbase
chatbase.co
Train chatbots on your content
Make main Remove
Competitor ChatBotKit
chatbotkit.com
ChatBotKit deploys your bot to WhatsApp and lets you spin up a custom agent with file-based task management and branded widgets
Make main Remove
Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
402.2Kvisits/mo
35.4Kvisits/mo
215.3Kvisits/mo
MoM change
—
▲ 2.0%
▼ 12.0%
▼ 0.7%
6-month growth
—
-12.4%
-20.6%
-4.9%
Global rank web
—
#84,220
#829,241
#217,191
Avg. last 3 months
—
412.6K
42.7K
225.2K
Bounce rate lower is better
—
44%
40%
44%
Pages / visit
—
6.9
1.8
2.2
Visit duration
—
4m 34s
10s
1m 04s
Traffic sources
—
● Direct 81% · ● Referral 15%
—
● Direct 76% · ● Referral 24%
Microsoft Copilot StudioChatbaseChatBotKitLangflow
0147.7K295.3K443K590.6KChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3K10K100K1MChatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KChatBotKit · 37.5KChatBotKit · 41.5KChatBotKit · 42.7KChatBotKit · 34.7KChatBotKit · 44.6KChatBotKit · 77.7KChatBotKit · 58.9KChatBotKit · 52.3KChatBotKit · 40.2KChatBotKit · 35.4KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free Trial
Freemium
Freemium
Free
Starting price
$18per month
$40per month · free tier available
$25per month · free tier available
Free
Free tier
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Free trial
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API access
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Plans
Microsoft 365 Business Standard with Copilot $23.50/moMicrosoft 365 Copilot Business $18/moMicrosoft 365 Business Premium with Copilot $32/mo
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Basic $25/moPro $65/moScale $365/moEnterprise Custom
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Capabilities input → output
Input
DataDocumentsText
DocumentsTextWeb pages
DocumentsTextWeb pages
Text
Output
Apps
AppsText
Apps
Apps
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsAI ChatbotAI Customer Service+1 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
8
10
7
9
Agents
Chatbots
No-code
–
Agent creation
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Chatbot building
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Customer support
–
–
Workflows
–
–
Customer support chatbot
–
–
–
Agent management
–
–
–
Chatbot integration
–
–
–
Developer tools
–
–
–
Development
–
–
–
LLM development
–
–
–
Shopify customer support
–
–
–
APIs
–
–
–
Discord bots
–
–
–
On WhatsApp telegram
–
–
–
Sales
–
–
–
Voice chatting
–
–
–
Website to chatbot
–
–
–
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.