Chroma vs Pinecone vs Weaviate vs Pipecat

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

Your tool
Chroma
vs
Competitor 1
Pinecone
Competitor 2
Weaviate
Competitor 3
Pipecat
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 Pinecone
pinecone.io
Vector database for AI applications
Make main Remove
Competitor Weaviate
weaviate.io
Search that understands meaning
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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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
434.9Kvisits/mo
154.2Kvisits/mo
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MoM change
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▼ 13.7%
▼ 11.8%
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6-month growth
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-32.9%
-7.0%
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Global rank web
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#85,031
#293,589
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Avg. last 3 months
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506.2K
155.7K
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Bounce rate lower is better
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41%
41%
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Pages / visit
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4.2
1.9
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Visit duration
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2m 31s
50s
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Traffic sources
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● Direct 77% · ● Referral 20%
● Direct 82% · ● Referral 18%
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ChromaPineconeWeaviatePipecat
0162K324K486K648KPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2K100K1MPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$250per month · free tier available
$20per month · free tier available
$45per month · free tier available
Free
Free tier
Free trial
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API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
Starter FreeBuilder $20/moStandard $50/moEnterprise $500/mo
Free FreeFlex $45/moPremium $0
Open source Free
Capabilities input → output
Input
DataText
DataText
DataImagesText
AudioTextVideo
Output
Data
Data
Data
AudioText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
4
6
10
Developer tools
Vector databases
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Databases
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Self hosted
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LLM development
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Agent creation
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Agents
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Vector indexes
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Voice agents
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RAG
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Voice
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Voice assistance
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APIs
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Agent collaboration
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Agent testing
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Call agents
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Development
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Information retrieval
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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
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Prompts
0
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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.