Unitlab Annotate vs Shotstack vs Muapi vs Replicate

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
Muapi
Competitor 3
Replicate
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 Muapi
muapi.ai
MuAPI consolidates access to over 500 AI models for image, video, and audio generation through a single API endpoint, eliminating the need to manage separate integrations with dozens of providers
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
7.2Kvisits/mo
—
318.3Kvisits/mo
1Mvisits/mo
MoM change
▲ 76.6%
—
—
▼ 3.1%
6-month growth
+37.1%
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-30.2%
Global rank web
#2,769,635
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#39,584
Avg. last 3 months
5.1K
—
318.3K
1.1M
Bounce rate lower is better
62%
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35%
Pages / visit
1.1
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—
5.6
Visit duration
1m 41s
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5m 09s
Traffic sources
—
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● Direct 92% · ● Referral 6%
Unitlab AnnotateShotstackMuapiReplicate
0415.2K830.4K1.2M1.7MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KMuapi · 318.3KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M1K10K100K1M10MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KMuapi · 318.3KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
$89per month · free tier available
$39per month
$10per month
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Free tier
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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
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
VideoTextImagesDocumentsAudio
VideoImagesCode
TextImages
ImagesText
Output
Data
Video
VideoImagesAudio
VideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI API
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
4
6
9
APIs
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Developer tools
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Video generation
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Image generation
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Image annotation
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Video editing
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API integrations
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Image segmentation
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Inference
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Models
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Object identification
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3D models
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Data quality control
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Development
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LLM development
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Music creation
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OCR
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Video analysis
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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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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.