Document360 vs Qdrant vs pgvector vs Gurubase

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

Your tool
Document360
vs
Competitor 1
Qdrant
Competitor 2
pgvector
Competitor 3
Gurubase
Compare
4 tools · best value per row highlighted
Your tool Document360
document360.com
Document360 is knowledge base software for publishing product documentation, help centers, SOPs, user manuals and API docs.
Remove
Competitor Qdrant
qdrant.tech
Vectors at scale
Make main Remove
Competitor pgvector
github.com
pgvector is an open-source extension that adds vector similarity search to Postgres.
Make main Remove
Competitor Gurubase
gurubase.io
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
310.5Kvisits/mo
—
2.1Kvisits/mo
MoM change
—
▲ 0.3%
—
▲ 770.5%
6-month growth
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-6.1%
—
+88.2%
Global rank web
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#175,101
—
#5,848,883
Avg. last 3 months
—
306.8K
—
924
Bounce rate lower is better
—
50%
—
34%
Pages / visit
—
1.8
—
3.7
Visit duration
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1m 13s
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2m 22s
Traffic sources
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● Direct 75% · ● Referral 24%
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—
Document360QdrantpgvectorGurubase
090.9K181.7K272.6K363.4KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KGurubase · 2.2KGurubase · 71Gurubase · 706Gurubase · 1.1KGurubase · 4.2KGurubase · 4.9KGurubase · 434Gurubase · 241Gurubase · 2.1K101001K10K100K1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KGurubase · 2.2KGurubase · 71Gurubase · 706Gurubase · 1.1KGurubase · 4.2KGurubase · 4.9KGurubase · 434Gurubase · 241Gurubase · 2.1KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
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Freemium
Free
Freemium
Starting price
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Free tier
Free
$99per month
Free tier
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–
Free trial
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–
–
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API access
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Plans
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—
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Pro $0Enterprise $0
Capabilities input → output
Input
DocumentsTextVideo
Data
Data
CodeDocumentsTextWeb pages
Output
AppsText
Data
Data
AppsText
Skill level
Intermediate
Advanced
Advanced
Beginner-friendly
Categories
Business & MarketingEducation & LearningProductivity & OfficeAI Customer Service+2 more
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Business & MarketingChatbots & CompanionsEducation & LearningAI Chatbot+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
7
7
7
Knowledge bases
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Vector databases
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Vector indexes
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Customer support chatbot
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Developer tools
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Customer support
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API docs
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Database search
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Databases
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Knowledge consultation
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MCP
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–
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PostgreSQL assistance
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Writing documentation
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AI search
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–
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Chatbot integration
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–
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Chatbots
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Database management
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Development
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FAQ chatbot
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Knowledge exploration
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RAG
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SOPs
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SQL
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SaaS knowledge base
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Self hosted
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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.