Augment Code vs Haystack vs Pipecat vs Ellipsis

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

Your tool
Augment Code
vs
Competitor 1
Haystack
Competitor 2
Pipecat
Competitor 3
Ellipsis
Compare
4 tools · best value per row highlighted
Your tool Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Competitor Haystack
haystack.deepset.ai
Haystack is an open-source AI orchestration framework from deepset for building production-grade LLM applications and agents.
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Competitor 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 Ellipsis
ellipsis.dev
Ellipsis is a managed cloud platform for running coding agents.
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Traffic estimated monthly website traffic
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Pricing
Model
Paid
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Free
Paid
Starting price
$20per month
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Free
$5,000per month
Free tier
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Free trial
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API access
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Plans
Standard $20/moBusiness $100/moEnterprise Custom
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Open source Free
Managed SaaS Usage-basedYour AWS Account Usage-based
Capabilities input → output
Input
CodeText
CodeDocuments
AudioTextVideo
CodeText
Output
Code
Apps
AudioText
Code
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
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10
9
Agents
Agent creation
Developer tools
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Code reviews
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Coding
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Self hosted
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LLM development
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RAG
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Voice agents
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Dependency updates
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GitHub pull requests
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Testing
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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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Call agents
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Code testing
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Debugging
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Community on aitoolstime
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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.