Qdrant vs Pinecone vs Chroma vs InfinityFlow

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

Your tool
Qdrant
vs
Competitor 1
Pinecone
Competitor 2
Chroma
Competitor 3
InfinityFlow
Compare
4 tools · best value per row highlighted
Your tool Qdrant
qdrant.tech
Vectors at scale
Remove
Competitor Pinecone
pinecone.io
Vector database for AI applications
Make main Remove
Competitor Chroma
trychroma.com
Chroma is open-source search infrastructure for AI, released under Apache 2.0.
Make main Remove
Competitor InfinityFlow
infiniflow.org
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
310.5Kvisits/mo
434.9Kvisits/mo
—
3.3Kvisits/mo
MoM change
▲ 0.3%
▼ 13.7%
—
▲ 17.5%
6-month growth
-6.1%
-32.9%
—
+50.9%
Global rank web
#175,101
#85,031
—
#4,102,626
Avg. last 3 months
306.8K
506.2K
—
3K
Bounce rate lower is better
50%
41%
—
36%
Pages / visit
1.8
4.2
—
3.1
Visit duration
1m 13s
2m 31s
—
15s
Traffic sources
● Direct 75% · ● Referral 24%
● Direct 77% · ● Referral 20%
—
—
QdrantPineconeChromaInfinityFlow
0162K324K486K648KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KInfinityFlow · 3.8KInfinityFlow · 6.5KInfinityFlow · 4.9KInfinityFlow · 2.2KInfinityFlow · 3.4KInfinityFlow · 2.5KInfinityFlow · 2.8KInfinityFlow · 2.8KInfinityFlow · 3.3K1K10K100K1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KInfinityFlow · 3.8KInfinityFlow · 6.5KInfinityFlow · 4.9KInfinityFlow · 2.2KInfinityFlow · 3.4KInfinityFlow · 2.5KInfinityFlow · 2.8KInfinityFlow · 2.8KInfinityFlow · 3.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
Free tier
$20per month · free tier available
$250per month · free tier available
Free
Free tier
Free trial
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–
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API access
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Plans
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Starter FreeBuilder $20/moStandard $50/moEnterprise $500/mo
Starter FreeTeam $250/moEnterprise Custom
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Capabilities input → output
Input
Data
DataText
DataText
DataText
Output
Data
Data
Data
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
4
3
3
Developer tools
Vector indexes
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Vector databases
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Databases
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Development
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Database search
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Database management
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Embeds
–
–
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LLM 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
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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.