Pinecone vs pgvector vs Unsloth AI vs Qdrant

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

Your tool
Pinecone
vs
Competitor 1
pgvector
Competitor 2
Unsloth AI
Competitor 3
Qdrant
Compare
4 tools · best value per row highlighted
Your tool Pinecone
pinecone.io
Vector database for AI applications
Remove
Competitor pgvector
github.com
pgvector is an open-source extension that adds vector similarity search to Postgres.
Make main Remove
Competitor Unsloth AI
unsloth.ai
A machine learning engineer needs to fine-tune Llama 3 on a single NVIDIA T4 GPU but keeps hitting out-of-memory errors
Make main Remove
Competitor Qdrant
qdrant.tech
Vectors at scale
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
434.9Kvisits/mo
—
1.5Mvisits/mo
310.5Kvisits/mo
MoM change
▼ 13.7%
—
▲ 47.7%
▲ 0.3%
6-month growth
-32.9%
—
+22.2%
-6.1%
Global rank web
#85,031
—
#57,929
#175,101
Avg. last 3 months
506.2K
—
1.3M
306.8K
Bounce rate lower is better
41%
—
48%
50%
Pages / visit
4.2
—
2.4
1.8
Visit duration
2m 31s
—
1m 53s
1m 13s
Traffic sources
● Direct 77% · ● Referral 20%
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● Direct 62% · ● Referral 38%
● Direct 75% · ● Referral 24%
PineconepgvectorUnsloth AIQdrant
0392.3K784.5K1.2M1.6MPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KUnsloth AI · 517KUnsloth AI · 574.8KUnsloth AI · 698.3KUnsloth AI · 1.3MUnsloth AI · 1.6MUnsloth AI · 1.1MUnsloth AI · 1.2MUnsloth AI · 1MUnsloth AI · 1.5MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5K100K1M10MPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KUnsloth AI · 517KUnsloth AI · 574.8KUnsloth AI · 698.3KUnsloth AI · 1.3MUnsloth AI · 1.6MUnsloth AI · 1.1MUnsloth AI · 1.2MUnsloth AI · 1MUnsloth AI · 1.5MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Free
Freemium
Starting price
$20per month · free tier available
Free
Free
Free tier
Free tier
Free trial
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–
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API access
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–
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Plans
Starter FreeBuilder $20/moStandard $50/moEnterprise $500/mo
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Free FreePro Contact for pricingEnterprise Contact for pricing
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Capabilities input → output
Input
DataText
Data
DataImagesText
Data
Output
Data
Data
ImagesTextVideo
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer ToolsOpen Source AI Models
Development & CodeAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
7
3
7
Developer tools
Vector databases
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Databases
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Vector indexes
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Development
–
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Fine-Tuning
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–
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LLM development
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–
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Database search
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–
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PostgreSQL assistance
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Database management
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RAG
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SQL
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Self hosted
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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.