Pipecat vs Pipedream vs Gumloop vs Vocode

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

Your tool
Pipecat
vs
Competitor 1
Pipedream
Competitor 2
Gumloop
Competitor 3
Vocode
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 Pipedream
pipedream.com
Pipedream is an integration layer for AI agents.
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Competitor Gumloop
gumloop.com
Gumloop is a multiplayer AI agent builder that lets people across a company create agents with the model and integrations they choose while IT keeps control of access.
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Competitor Vocode
vocode.dev
Vocode is an open-source toolkit for building voice-based AI agents.
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Traffic estimated monthly website traffic
Monthly visits
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6-month growth
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Avg. last 3 months
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Bounce rate lower is better
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Pages / visit
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Visit duration
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Traffic sources
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Pricing
Model
Free
Freemium
Free Trial
Free
Starting price
Free
$99per month · free tier available
$37per month
Free
Free tier
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Free trial
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API access
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Plans
Open source Free
Free FreeStartup $99/moBusiness Custom
Pro $37/moEnterprise Custom
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Capabilities input → output
Input
AudioTextVideo
Code
DataText
AudioText
Output
AudioText
Apps
Apps
Audio
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Productivity & OfficeAI AgentAI Workflow
Business & MarketingDevelopment & CodeVoice & SpeechAI Call Center+2 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
10
7
7
5
Agent creation
Agents
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Developer tools
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Voice agents
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APIs
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Call agents
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Workflows
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API integrations
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MCP
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No-code
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Voice
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Voice assistance
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Agent collaboration
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Agent management
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Agent memory
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Agent testing
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Image generation
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Self hosted
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Community on aitoolstime
Rating
no ratings yet
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Upvotes
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Saves
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Reviews
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Prompts
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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.