Weaviate vs Qdrant vs Unitlab Annotate

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

Your tool
Weaviate
vs
Competitor 1
Qdrant
Competitor 2
Unitlab Annotate
Competitor 3
Suggested competitors for Weaviate: Respan90% llama.cpp90% Thinking Machines Tinker89% Chroma85% GigaSpaces eRAG GenAI85% Vana84% Weights & Biases83% Hal83%
Compare
3 tools · best value per row highlighted
Your tool Weaviate
weaviate.io
Search that understands meaning
Remove
Competitor Qdrant
qdrant.tech
Vectors at scale
Make main Remove
Competitor Unitlab Annotate
unitlab.ai
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
154.2Kvisits/mo
310.5Kvisits/mo
7.2Kvisits/mo
MoM change
▼ 11.8%
▲ 0.3%
▲ 76.6%
6-month growth
-7.0%
-6.1%
+37.1%
Global rank web
#293,589
#175,101
#2,769,635
Avg. last 3 months
155.7K
306.8K
5.1K
Bounce rate lower is better
41%
50%
62%
Pages / visit
1.9
1.8
1.1
Visit duration
50s
1m 13s
1m 41s
Traffic sources
● Direct 82% · ● Referral 18%
● Direct 75% · ● Referral 24%
—
WeaviateQdrantUnitlab Annotate
090.9K181.7K272.6K363.4KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2K1K10K100K1MWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$45per month · free tier available
Free tier
$89per month · free tier available
Free tier
Free trial
–
–
–
API access
–
Plans
Free FreeFlex $45/moPremium $0
—
Free FreeActive $99/moPro $195/mo
Capabilities input → output
Input
DataImagesText
Data
AudioDocumentsImagesTextVideo
Output
Data
Data
Data
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
7
6
Vector databases
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Databases
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Developer tools
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Image annotation
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–
Database search
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–
Image segmentation
–
–
Object identification
–
–
Vector indexes
–
–
APIs
–
–
Data quality control
–
–
Database management
–
–
Development
–
–
Information retrieval
–
–
LLM development
–
–
OCR
–
–
Video analysis
–
–
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.