Zilliz Cloud vs Chroma vs Qdrant

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

Your tool
Zilliz Cloud
vs
Competitor 1
Chroma
Competitor 2
Qdrant
Competitor 3
Suggested competitors for Zilliz Cloud: InfinityFlow94% pgvector92% Pinecone87% Weaviate85% Haystack80% Sherlocks.ai77% RunPod77% Encord77%
Compare
3 tools · best value per row highlighted
Your tool Zilliz Cloud
zilliz.com
Zilliz Cloud is a fully managed vector database service from the creators of Milvus, now described as a Vector Lakebase.
Remove
Competitor Chroma
trychroma.com
Chroma is open-source search infrastructure for AI, released under Apache 2.0.
Make main Remove
Competitor Qdrant
qdrant.tech
Vectors at scale
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
310.5Kvisits/mo
MoM change
—
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▲ 0.3%
6-month growth
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-6.1%
Global rank web
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#175,101
Avg. last 3 months
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306.8K
Bounce rate lower is better
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50%
Pages / visit
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1.8
Visit duration
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1m 13s
Traffic sources
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● Direct 75% · ● Referral 24%
Zilliz CloudChromaQdrant
090.9K181.7K272.6K363.4KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5K100K1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$197per month · free tier available
$250per month · free tier available
Free tier
Free tier
Free trial
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API access
Plans
Free FreeStandard FreeEnterprise $197/moBusiness Critical Custom
Starter FreeTeam $250/moEnterprise Custom
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Capabilities input → output
Input
Data
DataText
Data
Output
Data
Data
Data
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
5
6
7
Vector databases
Vector indexes
Developer tools
RAG
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Database search
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Databases
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Self hosted
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Cloud data management
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Database management
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–
Development
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LLM development
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–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.