Chroma vs Qdrant 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
Qdrant
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.
Remove
Competitor Qdrant
qdrant.tech
Vectors at scale
Make main Remove
Competitor Weaviate
weaviate.io
Search that understands meaning
Make main Remove
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
—
310.5Kvisits/mo
154.2Kvisits/mo
—
MoM change
—
▲ 0.3%
▼ 11.8%
—
6-month growth
—
-6.1%
-7.0%
—
Global rank web
—
#175,101
#293,589
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Avg. last 3 months
—
306.8K
155.7K
—
Bounce rate lower is better
—
50%
41%
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Pages / visit
—
1.8
1.9
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Visit duration
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1m 13s
50s
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Traffic sources
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● Direct 75% · ● Referral 24%
● Direct 82% · ● Referral 18%
—
ChromaQdrantWeaviatePipecat
090.9K181.7K272.6K363.4KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2K100K1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$250per month · free tier available
Free tier
$45per month · free tier available
Free
Free tier
Free trial
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–
–
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API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
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Free FreeFlex $45/moPremium $0
Open source Free
Capabilities input → output
Input
DataText
Data
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 · 0 shared · core   partial
Tasks covered
1
7
0
3
Developer tools
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Vector databases
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Voice agents
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Agents
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Database search
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–
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Databases
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Vector indexes
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Database management
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–
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Development
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
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.