Pipedream vs CodeRabbit vs devlo vs Pipecat

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

Your tool
Pipedream
vs
Competitor 1
CodeRabbit
Competitor 2
devlo
Competitor 3
Pipecat
Compare
4 tools · best value per row highlighted
Your tool Pipedream
pipedream.com
Pipedream is an integration layer for AI agents.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor devlo
devlo.ai
Engineering teams get a browser-based system that handles code from multiple angles
Make main Remove
Competitor Pipecat
pipecat.ai
Pipecat is an open-source Python framework for building voice and multimodal AI agents that talk in real time.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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1Mvisits/mo
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—
MoM change
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▼ 22.7%
▼ 70.3%
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6-month growth
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+50.4%
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Global rank web
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#38,145
#8,880,689
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Avg. last 3 months
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1.2M
537
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Bounce rate lower is better
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49%
0%
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Pages / visit
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3.5
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Visit duration
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1m 55s
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Traffic sources
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● Direct 73% · ● Referral 24%
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PipedreamCodeRabbitdevloPipecat
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1Mdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6K1K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1Mdevlo · 7.9Kdevlo · 5.4Kdevlo · 1.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$99per month · free tier available
$24per month
$19per month · free tier available
Free
Free tier
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Free trial
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API access
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Plans
Free FreeStartup $99/moBusiness Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Open source Free
Capabilities input → output
Input
Code
Code
CodeText
AudioTextVideo
Output
Apps
CodeText
AppsCode
AudioText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+1 more
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI App Builder+2 more
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
8
14
10
Agents
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Agent creation
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Code reviews
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GitHub pull requests
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Developer tools
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Code quality
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Development
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API integrations
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Coding
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MCP
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Teams performance analytics
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Voice agents
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APIs
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Code analysis
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Code documentation
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Code security analysis
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Code testing
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GitHub
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Jira tickets
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Voice
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Voice assistance
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Agent collaboration
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Agent testing
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Call agents
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Codebase q a
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Debugging
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Frontend development
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No-code
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Self hosted
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Workflows
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
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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.