Lambda vs CapCut vs Muapi vs Shotstack

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

Your tool
Lambda
vs
Competitor 1
CapCut
Competitor 2
Muapi
Competitor 3
Shotstack
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor CapCut
capcut.com
The video editor everyone uses
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 Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
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Traffic estimated monthly website traffic
Monthly visits
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49.1Mvisits/mo
318.3Kvisits/mo
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MoM change
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▼ 1.0%
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6-month growth
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-8.8%
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Global rank web
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#964
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Avg. last 3 months
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50.4M
318.3K
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Bounce rate lower is better
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43%
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Pages / visit
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3.6
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Visit duration
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3m 09s
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Traffic sources
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● Direct 83% · ● Referral 16%
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LambdaCapCutMuapiShotstack
016.3M32.5M48.8M65.1MCapCut · 54.6MCapCut · 65.1MCapCut · 63.5MCapCut · 52.7MCapCut · 53.8MCapCut · 51.2MCapCut · 53MCapCut · 52.5MCapCut · 49.6MCapCut · 49.1MMuapi · 318.3K100K1M10M100MCapCut · 54.6MCapCut · 65.1MCapCut · 63.5MCapCut · 52.7MCapCut · 53.8MCapCut · 51.2MCapCut · 53MCapCut · 52.5MCapCut · 49.6MCapCut · 49.1MMuapi · 318.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Paid
Freemium
Starting price
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$9.99per month · free tier available
$10per month
$39per month
Free tier
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Free trial
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API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Free FreeStandard $9.99/moPro $19.99/mo
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Capabilities input → output
Input
DataCode
AudioVideoTextImages
ImagesText
VideoImagesCode
Output
Apps
VideoImagesAudio
AudioImagesVideo
Video
Skill level
Advanced
Beginner-friendly
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Image EditingImage GenerationVideo CreationVideo Editing+11 more
Development & CodeAI API
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
12
6
5
Video generation
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Developer tools
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APIs
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Video editing
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Image generation
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GPU infrastructure
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Background removal
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Multilingual subtitle creation
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Personalized videos
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Short videos
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Text to speech
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Video background removal
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Video subtitles
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3D models
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Image editing
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Model training
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Music creation
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Transcription
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Video shortening
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 2
▲ 0
▲ 0
Saves
0
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0
Reviews
0
0
0
0
Prompts
0
0
0
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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.