Encord vs Modal vs Weaviate vs Roboflow

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

Your tool
Encord
vs
Competitor 1
Modal
Competitor 2
Weaviate
Competitor 3
Roboflow
Compare
4 tools · best value per row highlighted
Your tool Encord
encord.com
Model evaluation meets active learning in Encord, a system built to guide AI applications from initial data work through production deployment
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Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor Weaviate
weaviate.io
Search that understands meaning
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Competitor Roboflow
roboflow.com
Roboflow is a computer vision platform that turns images, videos and camera streams into structured data.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
251.9Kvisits/mo
972.8Kvisits/mo
154.2Kvisits/mo
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MoM change
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▲ 5.7%
▼ 11.8%
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6-month growth
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+13.6%
-7.0%
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Global rank web
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#43,856
#293,589
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Avg. last 3 months
251.9K
960K
155.7K
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Bounce rate lower is better
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37%
41%
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Pages / visit
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6.6
1.9
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Visit duration
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5m 31s
50s
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Traffic sources
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● Direct 94% · ● Referral 5%
● Direct 82% · ● Referral 18%
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EncordModalWeaviateRoboflow
0291.9K583.7K875.6K1.2MEncord · 251.9KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2K100K1M10MEncord · 251.9KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
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$250per month · free tier available
$45per month · free tier available
$39per month · free tier available
Free tier
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Free trial
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API access
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Plans
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Starter FreeTeam $250/moEnterprise Custom
Free FreeFlex $45/moPremium $0
Free Tier FreeCore $39/moEnterprise Custom
Capabilities input → output
Input
DataImagesVideo
Code
DataImagesText
ImagesVideo
Output
Data
Apps
Data
AppsData
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeResearch & AnalyticsAI Developer ToolsAI Image Recognition+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
5
6
6
11
Developer tools
Data labeling
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Image annotation
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APIs
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GPU infrastructure
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Image recognition
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Model training
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Object identification
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Vector databases
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Databases
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Image AI
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Image analysis
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Image segmentation
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Inference
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Computer vision assistance
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Data management
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Development
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Information retrieval
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LLM development
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Performance optimization
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Testing
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Workflows
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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
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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.