FastGPT vs Langflow vs Botpress vs Soul Machines Studio

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

Your tool
FastGPT
vs
Competitor 1
Langflow
Competitor 2
Botpress
Competitor 3
Soul Machines Studio
Compare
4 tools · best value per row highlighted
Your tool FastGPT
fastgpt.io
FastGPT is an open-source platform for building AI agents and knowledge-base applications.
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Competitor Langflow
langflow.org
Drag and drop AI
Make main Remove
Competitor Botpress
botpress.com
Build AI chatbots for business
Make main Remove
Competitor Soul Machines Studio
soulmachines.com
This sandbox environment lets developers build AI assistants that display human-like emotional responses during interactions
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Traffic estimated monthly website traffic
Monthly visits
—
215.3Kvisits/mo
359.8Kvisits/mo
8.4Kvisits/mo
MoM change
—
▼ 0.7%
▼ 5.1%
▼ 35.5%
6-month growth
—
-4.9%
-17.4%
-61.7%
Global rank web
—
#217,191
#153,242
#2,005,070
Avg. last 3 months
—
225.2K
371.2K
12.2K
Bounce rate lower is better
—
44%
51%
43%
Pages / visit
—
2.2
1.8
1.5
Visit duration
—
1m 04s
33s
5s
Traffic sources
—
● Direct 76% · ● Referral 24%
● Direct 86% · ● Referral 14%
—
FastGPTLangflowBotpressSoul Machines Studio
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 · 359.8KSoul Machines Studio · 22.3KSoul Machines Studio · 21KSoul Machines Studio · 27.9KSoul Machines Studio · 21.9KSoul Machines Studio · 21.4KSoul Machines Studio · 20.4KSoul Machines Studio · 15.3KSoul Machines Studio · 13KSoul Machines Studio · 8.4K1K10K100K1MLangflow · 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 · 359.8KSoul Machines Studio · 22.3KSoul Machines Studio · 21KSoul Machines Studio · 27.9KSoul Machines Studio · 21.9KSoul Machines Studio · 21.4KSoul Machines Studio · 20.4KSoul Machines Studio · 15.3KSoul Machines Studio · 13KSoul Machines Studio · 8.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
CNY 99per month · free tier available
Free
Free tier
$40,000per month
Free tier
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Free trial
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–
API access
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–
Plans
Free Edition FreeBasic Edition $99/moAdvanced Edition $599/moCustom Edition Custom
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Botpress Pricing $25/mo
Workforce Connect $40,000/yrDigital Workforce Custom
Capabilities input → output
Input
DocumentsTextWeb pages
Text
DocumentsText
Text
Output
Apps
Apps
Apps
Apps
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Chatbots & CompanionsEducation & LearningProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Business & MarketingChatbots & CompanionsProductivity & OfficeAI Agent+2 more
Chatbots & CompanionsProductivity & OfficeAI AgentAI Chatbot
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
9
9
8
4
Agents
Agent creation
Chatbots
Chatbot building
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No-code
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Workflows
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Customer support chatbot
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Conversational avatars
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–
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Knowledge bases
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–
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RAG
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–
–
Chatbot integration
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–
–
Customer support
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–
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Developer tools
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–
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Development
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–
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LLM development
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Self hosted
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APIs
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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
–
–
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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.