Pipecat vs Dify vs Pipefy vs Amazon Bedrock AgentCore

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

Your tool
Pipecat
vs
Competitor 1
Dify
Competitor 2
Pipefy
Competitor 3
Amazon Bedrock AgentCore
Compare
4 tools · best value per row highlighted
Your tool 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 Dify
dify.ai
AI apps without code
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Competitor Pipefy
pipefy.com
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Competitor Amazon Bedrock AgentCore
aws.amazon.com
Amazon Bedrock AgentCore is an AWS service for building, connecting and running AI agents in production.
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Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
2.7Mvisits/mo
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MoM change
—
▼ 16.6%
▲ 13.8%
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6-month growth
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-30.6%
+18.7%
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Global rank web
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#39,510
#17,377
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Avg. last 3 months
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1.1M
2.6M
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Bounce rate lower is better
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41%
45%
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Pages / visit
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4.4
7.4
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Visit duration
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6m 40s
9m 54s
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Traffic sources
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● Direct 84% · ● Referral 15%
● Direct 80% · ● Mail 13%
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PipecatDifyPipefyAmazon Bedrock AgentCore
0726.4K1.5M2.2M2.9MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MPipefy · 2.1MPipefy · 2.2MPipefy · 2.4MPipefy · 2.3MPipefy · 2.9MPipefy · 2.4MPipefy · 2.6MPipefy · 2.4MPipefy · 2.7M1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MPipefy · 2.1MPipefy · 2.2MPipefy · 2.4MPipefy · 2.3MPipefy · 2.9MPipefy · 2.4MPipefy · 2.6MPipefy · 2.4MPipefy · 2.7MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
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Starting price
Free
$590per month · free tier available
Free tier
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Free tier
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Free trial
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–
–
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API access
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Plans
Open source Free
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Starter FreeBusiness CustomEnterprise Custom
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Capabilities input → output
Input
AudioTextVideo
DocumentsText
DataText
CodeText
Output
AudioText
Apps
Apps
Apps
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI AgentAI Workflow+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
10
9
4
8
Agent creation
Agents
Developer tools
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No-code
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Workflows
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Agent testing
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Voice agents
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–
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Agent management
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–
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Chatbots
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LLM development
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–
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Voice
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–
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Voice assistance
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–
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AI observability
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–
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APIs
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–
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Agent collaboration
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–
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Agent identity verification
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–
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Call agents
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Development
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Productivity
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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
▲ 0
▲ 1
▲ 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.