Modal vs Encord vs Weaviate vs Beam

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

Your tool
Modal
vs
Competitor 1
Encord
Competitor 2
Weaviate
Competitor 3
Beam
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
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Competitor 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 Weaviate
weaviate.io
Search that understands meaning
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Competitor Beam
beam.cloud
Beam is a cloud runtime for AI workloads that offers serverless GPUs, task queues and sandboxes through a Python, TypeScript and Go SDK.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
251.9Kvisits/mo
154.2Kvisits/mo
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MoM change
▲ 5.7%
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▼ 11.8%
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6-month growth
+13.6%
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-7.0%
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Global rank web
#43,856
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#293,589
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Avg. last 3 months
960K
251.9K
155.7K
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Bounce rate lower is better
37%
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41%
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Pages / visit
6.6
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1.9
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Visit duration
5m 31s
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50s
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Traffic sources
● Direct 94% · ● Referral 5%
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● Direct 82% · ● Referral 18%
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ModalEncordWeaviateBeam
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KEncord · 251.9KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KEncord · 251.9KWeaviate · 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
$250per month · free tier available
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$45per month · free tier available
$89per month · free tier available
Free tier
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Free trial
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API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
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Free FreeFlex $45/moPremium $0
Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
Code
DataImagesVideo
DataImagesText
Code
Output
Apps
Data
Data
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
5
6
6
Developer tools
APIs
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GPU infrastructure
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Cloud infrastructure
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Data labeling
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Vector databases
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Cloud computing
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Databases
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Image annotation
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Inference
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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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Virtual computing
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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Reviews
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Prompts
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.