Unitlab Annotate vs Shotstack vs LabelGPT vs Vana

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

Your tool
Unitlab Annotate
vs
Competitor 1
Shotstack
Competitor 2
LabelGPT
Competitor 3
Vana
Compare
4 tools · best value per row highlighted
Your tool Unitlab Annotate
unitlab.ai
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Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Competitor LabelGPT
labellerr.com
Make main Remove
Competitor Vana
vana.com
Your data sits locked in apps
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.2Kvisits/mo
—
135.3Kvisits/mo
10.6Kvisits/mo
MoM change
▲ 76.6%
—
▼ 22.5%
▼ 7.4%
6-month growth
+37.1%
—
+18.2%
+8.0%
Global rank web
#2,769,635
—
#335,350
#1,862,034
Avg. last 3 months
5.1K
—
139.9K
10.2K
Bounce rate lower is better
62%
—
43%
34%
Pages / visit
1.1
—
1.8
2.4
Visit duration
1m 41s
—
25s
25s
Traffic sources
—
—
● Direct 70% · ● Referral 29%
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Unitlab AnnotateShotstackLabelGPTVana
043.7K87.3K131K174.6KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KVana · 12.5KVana · 13.6KVana · 14.5KVana · 11.6KVana · 9.8KVana · 9.5KVana · 9KVana · 8.7KVana · 11.4KVana · 10.6K1K10K100K1MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KVana · 12.5KVana · 13.6KVana · 14.5KVana · 11.6KVana · 9.8KVana · 9.5KVana · 9KVana · 8.7KVana · 11.4KVana · 10.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$89per month · free tier available
$39per month
$9,999per month · free tier available
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Free tier
–
–
Free trial
–
–
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API access
–
–
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Plans
Free FreeActive $99/moPro $195/mo
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Researcher Plan FreePro Plan $9,999/yrEnterprise $0
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Capabilities input → output
Input
AudioDocumentsImagesTextVideo
CodeImagesVideo
ImagesText
Data
Output
Data
Video
Data
Data
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI Developer Tools
Development & CodeResearch & AnalyticsAI Crypto & BlockchainAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
5
3
1
Data labeling
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Image annotation
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Image segmentation
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APIs
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–
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Video editing
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–
–
Developer tools
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–
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Object identification
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–
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Personalized videos
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–
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Video generation
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–
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Data protection
–
–
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Data quality control
–
–
–
OCR
–
–
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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
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
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.