Chroma vs Qdrant vs Cloudgeni

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
Cloudgeni
Competitor 3
Suggested competitors for Chroma: pgvector90% Zilliz Cloud89% InfinityFlow87% Weaviate85% Haystack84% Pinecone83% llama.cpp81% LLaMA-Factory81%
Compare
3 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 Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
310.5Kvisits/mo
933visits/mo
MoM change
—
▲ 0.3%
▼ 23.2%
6-month growth
—
-6.1%
—
Global rank web
—
#175,101
#13,519,090
Avg. last 3 months
—
306.8K
843
Bounce rate lower is better
—
50%
33%
Pages / visit
—
1.8
1.7
Visit duration
—
1m 13s
27s
Traffic sources
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● Direct 75% · ● Referral 24%
—
ChromaQdrantCloudgeni
090.9K181.7K272.6K363.4KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 9331001K10K100K1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Nov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Paid
Starting price
$250per month · free tier available
Free tier
$449per month
Free tier
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Free trial
–
–
API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
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Capabilities input → output
Input
DataText
Data
CodeDataText
Output
Data
Data
Code
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
7
7
Developer tools
Vector databases
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Vector indexes
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Agents
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Cloud infrastructure
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DevOps
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Database search
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Databases
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–
GitHub pull requests
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–
Infrastructure monitoring
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–
RAG
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Self hosted
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–
Database management
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–
Development
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–
LLM development
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–
Sre
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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.