Context7 vs Haystack vs Code Wiki vs Swimm

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

Your tool
Context7
vs
Competitor 1
Haystack
Competitor 2
Code Wiki
Competitor 3
Swimm
Compare
4 tools · best value per row highlighted
Your tool Context7
context7.com
Context7 supplies AI coding tools with up-to-date, version-specific documentation and code examples for libraries.
Remove
Competitor Haystack
haystack.deepset.ai
Haystack is an open-source AI orchestration framework from deepset for building production-grade LLM applications and agents.
Make main Remove
Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Competitor Swimm
swimm.io
Swimm delivers agentic application modernization for large codebases.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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152.5Kvisits/mo
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MoM change
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▼ 17.8%
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6-month growth
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-70.8%
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Global rank web
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#251,881
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Avg. last 3 months
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225.3K
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Bounce rate lower is better
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41%
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Pages / visit
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3.0
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Visit duration
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55s
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Traffic sources
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● Direct 76% · ● Referral 24%
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Context7HaystackCode WikiSwimm
0206.5K413K619.5K826KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5K100K1MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
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Free
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Starting price
$10per month · free tier available
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Free
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Free tier
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Free trial
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API access
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Plans
Free FreePro $10/moEnterprise Custom
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Capabilities input → output
Input
CodeText
CodeDocuments
Code
Code
Output
CodeText
Apps
ImagesText
CodeDocuments
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
7
7
7
Developer tools
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Code documentation
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Agents
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Code analysis
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Agent creation
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Codebase q a
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LLM development
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RAG
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APIs
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Architecture
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Code explanations
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Repo analysis
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Agent memory
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Code summaries
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Development
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Enterprise architecture
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GitHub pull requests
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MCP
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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
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Reviews
0
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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.