Encord vs Unitlab Annotate vs Codeaid vs Weaviate

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

Your tool
Encord
vs
Competitor 1
Unitlab Annotate
Competitor 2
Codeaid
Competitor 3
Weaviate
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 Unitlab Annotate
unitlab.ai
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Competitor 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
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Competitor Weaviate
weaviate.io
Search that understands meaning
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Traffic estimated monthly website traffic
Monthly visits
251.9Kvisits/mo
7.2Kvisits/mo
3.3Kvisits/mo
154.2Kvisits/mo
MoM change
—
▲ 76.6%
▲ 23.7%
▼ 11.8%
6-month growth
—
+37.1%
+3.4%
-7.0%
Global rank web
—
#2,769,635
#6,050,844
#293,589
Avg. last 3 months
251.9K
5.1K
3.2K
155.7K
Bounce rate lower is better
—
62%
36%
41%
Pages / visit
—
1.1
2.0
1.9
Visit duration
—
1m 41s
20s
50s
Traffic sources
—
—
—
● Direct 82% · ● Referral 18%
EncordUnitlab AnnotateCodeaidWeaviate
063K126K188.9K251.9KEncord · 251.9KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KWeaviate · 226KWeaviate · 193.3KWeaviate · 188.9KWeaviate · 165.9KWeaviate · 184.5KWeaviate · 169.2KWeaviate · 137.9KWeaviate · 174.8KWeaviate · 154.2K1K10K100K1MEncord · 251.9KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KWeaviate · 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
—
$89per month · free tier available
$129per month
$45per 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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Free FreeActive $99/moPro $195/mo
Team $129/moEnterprise Custom
Free FreeFlex $45/moPremium $0
Capabilities input → output
Input
DataImagesVideo
AudioDocumentsImagesTextVideo
Code
DataImagesText
Output
Data
Data
Data
Data
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Business & MarketingAI Recruiting
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
7
9
6
Data labeling
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Image annotation
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Developer tools
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Coding assessments
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–
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Recruiting
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–
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Vector databases
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–
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Candidate screening
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–
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Coding interviews
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–
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Databases
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–
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Developer recruitment
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–
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Engineering interviews
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–
–
Image segmentation
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–
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Interviewing
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–
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Object identification
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–
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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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Data quality control
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Information retrieval
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–
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LLM development
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OCR
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Testing
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–
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Video analysis
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–
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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
–
–
–
–

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.