Unitlab Annotate vs Codeaid vs V7 Darwin vs LabelGPT

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

Your tool
Unitlab Annotate
vs
Competitor 1
Codeaid
Competitor 2
V7 Darwin
Competitor 3
LabelGPT
Compare
4 tools · best value per row highlighted
Your tool 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 V7 Darwin
v7labs.com
V7 Darwin is a data labeling and training data platform for machine learning teams.
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Competitor LabelGPT
labellerr.com
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Traffic estimated monthly website traffic
Monthly visits
7.2Kvisits/mo
3.3Kvisits/mo
—
135.3Kvisits/mo
MoM change
▲ 76.6%
▲ 23.7%
—
▼ 22.5%
6-month growth
+37.1%
+3.4%
—
+18.2%
Global rank web
#2,769,635
#6,050,844
—
#335,350
Avg. last 3 months
5.1K
3.2K
—
139.9K
Bounce rate lower is better
62%
36%
—
43%
Pages / visit
1.1
2.0
—
1.8
Visit duration
1m 41s
20s
—
25s
Traffic sources
—
—
—
● Direct 70% · ● Referral 29%
Unitlab AnnotateCodeaidV7 DarwinLabelGPT
043.7K87.3K131K174.6KUnitlab 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 · 3.3KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3K1K10K100K1MUnitlab 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 · 3.3KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
—
Freemium
Starting price
$89per month · free tier available
$129per month
—
$9,999per month · free tier available
Free tier
–
–
Free trial
–
–
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API access
–
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Plans
Free FreeActive $99/moPro $195/mo
Team $129/moEnterprise Custom
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Researcher Plan FreePro Plan $9,999/yrEnterprise $0
Capabilities input → output
Input
AudioDocumentsImagesTextVideo
Code
DocumentsImagesVideo
ImagesText
Output
Data
Data
Data
Data
Skill level
Advanced
Intermediate
Advanced
Intermediate
Categories
Development & CodeAI Developer Tools
Business & MarketingAI Recruiting
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
9
6
3
Data labeling
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Image annotation
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Image segmentation
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Coding assessments
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–
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Recruiting
–
–
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Candidate screening
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–
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Coding interviews
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Developer recruitment
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–
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Engineering interviews
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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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Code analysis
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–
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Computer vision assistance
–
–
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Data quality control
–
–
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Model training
–
–
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OCR
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–
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Video analysis
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–
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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
▲ 1
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.