Pinecone vs Document360 vs Qdrant vs Zilliz Cloud

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

Your tool
Pinecone
vs
Competitor 1
Document360
Competitor 2
Qdrant
Competitor 3
Zilliz Cloud
Compare
4 tools · best value per row highlighted
Your tool Pinecone
pinecone.io
Vector database for AI applications
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Competitor Document360
document360.com
Document360 is knowledge base software for publishing product documentation, help centers, SOPs, user manuals and API docs.
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Competitor Qdrant
qdrant.tech
Vectors at scale
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Competitor Zilliz Cloud
zilliz.com
Zilliz Cloud is a fully managed vector database service from the creators of Milvus, now described as a Vector Lakebase.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
434.9Kvisits/mo
—
310.5Kvisits/mo
—
MoM change
▼ 13.7%
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▲ 0.3%
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6-month growth
-32.9%
—
-6.1%
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Global rank web
#85,031
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#175,101
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Avg. last 3 months
506.2K
—
306.8K
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Bounce rate lower is better
41%
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50%
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Pages / visit
4.2
—
1.8
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Visit duration
2m 31s
—
1m 13s
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Traffic sources
● Direct 77% · ● Referral 20%
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● Direct 75% · ● Referral 24%
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PineconeDocument360QdrantZilliz Cloud
0162K324K486K648KPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5K100K1MPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
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Freemium
Freemium
Starting price
$20per month · free tier available
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Free tier
$197per month · free tier available
Free tier
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Free trial
–
–
API access
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Plans
Starter FreeBuilder $20/moStandard $50/moEnterprise $500/mo
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Free FreeStandard FreeEnterprise $197/moBusiness Critical Custom
Capabilities input → output
Input
DataText
DocumentsTextVideo
Data
Data
Output
Data
AppsText
Data
Data
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Business & MarketingEducation & LearningProductivity & OfficeAI Customer Service+2 more
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
10
7
5
Vector databases
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Developer tools
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Databases
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Vector indexes
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Development
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Knowledge bases
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–
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API docs
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–
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Customer support chatbot
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–
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Database search
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–
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MCP
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–
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Writing documentation
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–
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AI search
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–
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Cloud data management
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–
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Customer support
–
–
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Database management
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–
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Knowledge exploration
–
–
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RAG
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–
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SOPs
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–
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SaaS knowledge base
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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.