Chroma vs CodeGPT vs Haystack vs llama.cpp

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

Your tool
Chroma
vs
Competitor 1
CodeGPT
Competitor 2
Haystack
Competitor 3
llama.cpp
Compare
4 tools · best value per row highlighted
Your tool Chroma
trychroma.com
Chroma is open-source search infrastructure for AI, released under Apache 2.0.
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Competitor CodeGPT
codegpt.co
ChatGPT in your code editor
Make main 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 llama.cpp
github.com
llama.cpp is an open-source inference engine that runs large language models and vision-language models on local hardware or in the cloud with minimal setup.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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188.3Kvisits/mo
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MoM change
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▲ 0.8%
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6-month growth
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-37.2%
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Global rank web
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#251,957
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Avg. last 3 months
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196.6K
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Bounce rate lower is better
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43%
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Pages / visit
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1.9
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Visit duration
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38s
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Traffic sources
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● Direct 58% · ● Referral 42%
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ChromaCodeGPTHaystackllama.cpp
074.9K149.9K224.8K299.7KCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3K100K1MCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
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Free
Starting price
$250per month · free tier available
$9per month · free tier available
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Free
Free tier
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Free trial
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API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
Free FreeProfessional $9/moTeams $27/moEnterprise Custom
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Capabilities input → output
Input
DataText
CodeText
CodeDocuments
ImagesText
Output
Data
Code
Apps
Text
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
3
5
3
Developer tools
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LLM development
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Agent creation
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Agents
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Coding
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Vector indexes
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Debugging
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APIs
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Agent memory
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MCP
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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
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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.