Shotstack vs Unitlab Annotate vs Muapi vs Together AI

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

Your tool
Shotstack
vs
Competitor 1
Unitlab Annotate
Competitor 2
Muapi
Competitor 3
Together AI
Compare
4 tools · best value per row highlighted
Your tool Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
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Competitor Unitlab Annotate
unitlab.ai
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
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Competitor Together AI
together.ai
Open-source models without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
7.2Kvisits/mo
318.3Kvisits/mo
785.1Kvisits/mo
MoM change
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▲ 76.6%
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▼ 6.4%
6-month growth
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+37.1%
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+1.9%
Global rank web
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#2,769,635
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#60,843
Avg. last 3 months
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5.1K
318.3K
794.7K
Bounce rate lower is better
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62%
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42%
Pages / visit
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1.1
—
3.2
Visit duration
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1m 41s
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1m 57s
Traffic sources
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—
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● Direct 77% · ● Referral 21%
ShotstackUnitlab AnnotateMuapiTogether AI
0209.6K419.2K628.8K838.4KUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KMuapi · 318.3KTogether AI · 566.8KTogether AI · 552.7KTogether AI · 645.8KTogether AI · 637.7KTogether AI · 770.2KTogether AI · 792.8KTogether AI · 756.1KTogether AI · 760.5KTogether AI · 838.4KTogether AI · 785.1K1K10K100K1MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KMuapi · 318.3KTogether AI · 566.8KTogether AI · 552.7KTogether AI · 645.8KTogether AI · 637.7KTogether AI · 770.2KTogether AI · 792.8KTogether AI · 756.1KTogether AI · 760.5KTogether AI · 838.4KTogether AI · 785.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Paid
Starting price
$39per month
$89per month · free tier available
$10per month
$1.99per month
Free tier
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Free trial
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API access
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Plans
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Free FreeActive $99/moPro $195/mo
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Serverless Inference $0.30/usage-basedDedicated Inference GPU $3.99/usage-basedGPU Clusters $1.99/usage-basedFine-Tuning $0.34/usage-based
Capabilities input → output
Input
VideoImagesCode
VideoTextImagesDocumentsAudio
TextImages
AudioTextImagesCode
Output
Video
Data
AudioImagesVideo
VideoTextImagesCodeAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI Developer Tools
Development & CodeAI API
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
7
6
8
APIs
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Developer tools
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Video generation
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Data labeling
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Image annotation
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Inference
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Video editing
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Fine-Tuning
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GPU infrastructure
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Image generation
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Image segmentation
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Models
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Object identification
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Personalized videos
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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
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▲ 0
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Saves
0
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0
Reviews
0
0
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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.