Lambda vs Shotstack vs StartKit vs Muapi

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
StartKit
Competitor 3
Muapi
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.
Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Competitor StartKit
startkit.ai
StartKit hands you the entire backend so you can ship your product faster
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
Traffic estimated monthly website traffic
Monthly visits
—
—
1.3Kvisits/mo
318.3Kvisits/mo
MoM change
—
—
▲ 79.8%
—
6-month growth
—
—
-36.9%
—
Global rank web
—
—
—
—
Avg. last 3 months
—
—
756
318.3K
Bounce rate lower is better
—
—
38%
—
Pages / visit
—
—
1.0
—
Visit duration
—
—
—
—
Traffic sources
—
—
—
—
LambdaShotstackStartKitMuapi
079.6K159.2K238.7K318.3KStartKit · 1.6KStartKit · 1.4KStartKit · 2.2KStartKit · 2KStartKit · 1.6KStartKit · 181StartKit · 300StartKit · 704StartKit · 1.3KMuapi · 318.3K1001K10K100K1MStartKit · 1.6KStartKit · 1.4KStartKit · 2.2KStartKit · 2KStartKit · 1.6KStartKit · 181StartKit · 300StartKit · 704StartKit · 1.3KMuapi · 318.3KNov '25DecJan '26FebMarMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Paid
Starting price
—
$39per month
$149per month
$10per month
Free tier
–
–
–
–
Free trial
–
–
–
API access
–
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
Starter $149Growth $249Concierge $0
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Capabilities input → output
Input
CodeData
CodeImagesVideo
Text
ImagesText
Output
Apps
Video
Code
AudioImagesVideo
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI Developer Tools
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
5
8
6
Developer tools
APIs
–
–
Video generation
–
–
GPU infrastructure
–
–
–
Video editing
–
–
–
Backend development
–
–
–
Image generation
–
–
–
Personalized videos
–
–
–
3D models
–
–
–
Coding
–
–
–
Development
–
–
–
Frontend development
–
–
–
LLM development
–
–
–
Model training
–
–
–
Music creation
–
–
–
Payments
–
–
–
SaaS product launches
–
–
–
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
–
–
–
–

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.