Augment Code vs Haystack vs Langflow 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
Langflow
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 Langflow
langflow.org
Drag and drop AI
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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
Monthly visits
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215.3Kvisits/mo
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MoM change
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▼ 0.7%
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6-month growth
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-4.9%
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Global rank web
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#217,191
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Avg. last 3 months
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225.2K
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Bounce rate lower is better
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44%
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Pages / visit
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2.2
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Visit duration
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1m 04s
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Traffic sources
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● Direct 76% · ● Referral 24%
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Augment CodeHaystackLangflowEllipsis
073.8K147.7K221.5K295.3KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3K100K1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJul
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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Managed SaaS Usage-basedYour AWS Account Usage-based
Capabilities input → output
Input
CodeText
CodeDocuments
Text
CodeText
Output
Code
Apps
Apps
Code
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
6
7
9
9
Agents
Agent creation
Developer tools
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Code reviews
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Coding
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LLM development
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No-code
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RAG
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Chatbots
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Dependency updates
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Development
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GitHub pull requests
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Testing
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Workflows
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APIs
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Agent management
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Agent memory
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Code testing
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Debugging
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Self hosted
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
0
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Reviews
0
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Prompts
0
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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.