LabelGPT vs Remotion vs Shotstack vs Unitlab Annotate

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

Your tool
LabelGPT
vs
Competitor 1
Remotion
Competitor 2
Shotstack
Competitor 3
Unitlab Annotate
Compare
4 tools · best value per row highlighted
Your tool LabelGPT
labellerr.com
Remove
Competitor Remotion
remotion.dev
Developers wanting to generate videos programmatically now have a React-based solution that treats video creation like building a web application
Make main Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Competitor Unitlab Annotate
unitlab.ai
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
135.3Kvisits/mo
833.6Kvisits/mo
—
7.2Kvisits/mo
MoM change
▼ 22.5%
▲ 0.9%
—
▲ 76.6%
6-month growth
+18.2%
+4.7%
—
+37.1%
Global rank web
#335,350
#68,912
—
#2,769,635
Avg. last 3 months
139.9K
861.6K
—
5.1K
Bounce rate lower is better
43%
51%
—
62%
Pages / visit
1.8
2.4
—
1.1
Visit duration
25s
1m 18s
—
1m 41s
Traffic sources
● Direct 70% · ● Referral 29%
● Direct 69% · ● Referral 30%
—
—
LabelGPTRemotionShotstackUnitlab Annotate
0241.5K482.9K724.4K965.8KLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KRemotion · 124.9KRemotion · 591.4KRemotion · 796.5KRemotion · 846.5KRemotion · 965.8KRemotion · 925.4KRemotion · 825.8KRemotion · 833.6KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2K1K10K100K1MLabelGPT · 125.4KLabelGPT · 150.9KLabelGPT · 138.9KLabelGPT · 114.4KLabelGPT · 117KLabelGPT · 121.8KLabelGPT · 109.7KLabelGPT · 174.6KLabelGPT · 135.3KRemotion · 124.9KRemotion · 591.4KRemotion · 796.5KRemotion · 846.5KRemotion · 965.8KRemotion · 925.4KRemotion · 825.8KRemotion · 833.6KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$9,999per month · free tier available
$25per month · free tier available
$39per month
$89per month · free tier available
Free tier
–
Free trial
–
–
–
API access
–
–
–
Plans
Researcher Plan FreePro Plan $9,999/yrEnterprise $0
Free License FreeRemotion for Creators $25/moRemotion for Automators $100/moEnterprise License $500/mo
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Free FreeActive $99/moPro $195/mo
Capabilities input → output
Input
ImagesText
CodeDataText
VideoImagesCode
AudioVideoTextImagesDocuments
Output
Data
Video
Video
Data
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
0
8
3
1
Developer tools
–
–
Programmatic videos
–
–
–
React components
–
–
–
Video editing
–
–
–
Video generation
–
–
–
APIs
–
–
–
React
–
–
–
React coding
–
–
–
Coding
–
–
–
Frontend development
–
–
–
OCR
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 1
▲ 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.