Qdrant vs Pinecone vs act101 vs Chroma

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
act101
Competitor 3
Chroma
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 act101
act101.ai
Build bigger, better, faster, for less.
Make main Remove
Competitor Chroma
trychroma.com
Chroma is open-source search infrastructure for AI, released under Apache 2.0.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
310.5Kvisits/mo
434.9Kvisits/mo
—
—
MoM change
▲ 0.3%
▼ 13.7%
—
—
6-month growth
-6.1%
-32.9%
—
—
Global rank web
#175,101
#85,031
—
—
Avg. last 3 months
306.8K
506.2K
—
—
Bounce rate lower is better
50%
41%
—
—
Pages / visit
1.8
4.2
—
—
Visit duration
1m 13s
2m 31s
—
—
Traffic sources
● Direct 75% · ● Referral 24%
● Direct 77% · ● Referral 20%
—
—
QdrantPineconeact101Chroma
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 · 434.9K100K1MQdrant · 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 · 434.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$20per month · free tier available
$29per month · free tier available
$250per month · free tier available
Free tier
Free trial
–
–
API access
–
–
Plans
—
Starter FreeBuilder $20/moStandard $50/moEnterprise $500/mo
Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
Data
DataText
Code
DataText
Output
Data
Data
Code
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
4
10
6
Developer tools
Vector databases
–
Databases
–
–
Vector indexes
–
–
Development
–
–
Code analysis
–
–
–
Code conversion
–
–
–
Code translation
–
–
–
Refactoring
–
–
–
Code quality
–
–
–
Coding
–
–
–
Database search
–
–
–
MCP
–
–
–
RAG
–
–
–
Self hosted
–
–
–
Agents
–
–
–
Code reviews
–
–
–
Database management
–
–
–
LLM development
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

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.