Scale AI vs Encord vs Codeaid vs Weaviate
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
Scale AI
vs
Scale AI
Competitor 1
Encord
Encord
Competitor 2
Codeaid
Codeaid
Competitor 3
Weaviate
WeaviateCompare
4 tools · best value per row highlighted
Your tool
Scale AI
Scale AI
scale.com
Scale AI supplies the data and evaluation services behind many of the world's leading AI models, and it also builds applied AI systems for enterprises and governments.
Competitor
Encord
Encord
encord.com
Model evaluation meets active learning in Encord, a system built to guide AI applications from initial data work through production deployment
Competitor
Codeaid
Codeaid
codeaid.io
Codeaid runs coding assessments and technical interviews through an AI system that generates questions, evaluates code, and scores candidates across multiple dimensions
Traffic estimated monthly website traffic
Monthly visits
—
251.9Kvisits/mo
3.3Kvisits/mo
154.2Kvisits/mo
MoM change
—
—
▲ 23.7%
▼ 11.8%
6-month growth
—
—
+3.4%
-7.0%
Global rank web
—
—
#6,050,844
#293,589
Avg. last 3 months
—
251.9K
3.2K
155.7K
Bounce rate lower is better
—
—
36%
41%
Pages / visit
—
—
2.0
1.9
Visit duration
—
—
20s
50s
Traffic sources
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—
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● Direct 82% · ● Referral 18%
Scale AIEncordCodeaidWeaviate
Pricing
Model
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Freemium
Freemium
Freemium
Starting price
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—
$129per month
$45per month · free tier available
Free tier
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–
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Free trial
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–
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API access
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–
Plans
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—
Team $129/moEnterprise Custom
Free FreeFlex $45/moPremium $0
Capabilities input → output
Input
Data
DataImagesVideo
Code
DataImagesText
Output
Data
Data
Data
Data
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
4
5
9
6
Data labeling
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Developer tools
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LLM development
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Coding assessments
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Recruiting
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Vector databases
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Candidate screening
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Coding interviews
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Databases
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Developer recruitment
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Engineering interviews
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Generative AI evaluation
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Image annotation
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Interviewing
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Technical recruitment
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APIs
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Code analysis
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Data management
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Information retrieval
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Model training
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–
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Testing
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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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–
–
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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.