Lambda vs Shotstack vs Muapi vs StartKit

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

Your tool
Lambda
vs
Competitor 1
Shotstack
Competitor 2
Muapi
Competitor 3
StartKit
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 Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
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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 StartKit
startkit.ai
StartKit hands you the entire backend so you can ship your product faster
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Traffic estimated monthly website traffic
Monthly visits
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318.3Kvisits/mo
1.3Kvisits/mo
MoM change
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▲ 79.8%
6-month growth
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-36.9%
Global rank web
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Avg. last 3 months
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318.3K
756
Bounce rate lower is better
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38%
Pages / visit
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1.0
Visit duration
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Traffic sources
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LambdaShotstackMuapiStartKit
079.6K159.2K238.7K318.3KMuapi · 318.3KStartKit · 1.6KStartKit · 1.4KStartKit · 2.2KStartKit · 2KStartKit · 1.6KStartKit · 181StartKit · 300StartKit · 704StartKit · 1.3K1001K10K100K1MMuapi · 318.3KStartKit · 1.6KStartKit · 1.4KStartKit · 2.2KStartKit · 2KStartKit · 1.6KStartKit · 181StartKit · 300StartKit · 704StartKit · 1.3KNov '25DecJan '26FebMarMayJunJulAug
Pricing
Model
Paid
Freemium
Paid
Freemium
Starting price
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$39per month
$10per month
$149per 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
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
Starter $149Growth $249Concierge $0
Capabilities input → output
Input
CodeData
CodeImagesVideo
ImagesText
Text
Output
Apps
Video
AudioImagesVideo
Code
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI API
Development & CodeAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
5
6
8
Developer tools
APIs
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Video generation
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GPU infrastructure
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Video editing
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Backend development
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Image generation
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Personalized videos
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3D models
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Coding
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Development
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Frontend development
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LLM development
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Model training
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Music creation
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Payments
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SaaS product launches
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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
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0
Prompts
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.