Lambda vs Shotstack vs Vmaker 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
Vmaker
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 Vmaker
vmaker.com
Screen recording with AI editing
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
—
—
458.6Kvisits/mo
318.3Kvisits/mo
MoM change
—
—
▲ 9.7%
—
6-month growth
—
—
-2.2%
—
Global rank web
—
—
#102,214
—
Avg. last 3 months
—
—
433K
318.3K
Bounce rate lower is better
—
—
38%
—
Pages / visit
—
—
3.5
—
Visit duration
—
—
1m 15s
—
Traffic sources
—
—
● Direct 91% · ● Referral 7%
—
LambdaShotstackVmakerMuapi
0152.1K304.3K456.4K608.6KVmaker · 510.4KVmaker · 562.1KVmaker · 608.6KVmaker · 473.6KVmaker · 469KVmaker · 452.7KVmaker · 486.1KVmaker · 422.2KVmaker · 418.1KVmaker · 458.6KMuapi · 318.3K100K1MVmaker · 510.4KVmaker · 562.1KVmaker · 608.6KVmaker · 473.6KVmaker · 469KVmaker · 452.7KVmaker · 486.1KVmaker · 422.2KVmaker · 418.1KVmaker · 458.6KMuapi · 318.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Paid
Starting price
—
$39per month
$18per month · free tier available
$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
Free FreeStarter $18/moTeams $25/moEnterprise Custom
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Capabilities input → output
Input
CodeData
VideoImagesCode
AudioVideoTextDocuments
ImagesText
Output
Apps
Video
Video
AudioImagesVideo
Skill level
Advanced
Advanced
Beginner-friendly
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Video CreationVideo EditingWriting & ContentAI Subtitle Generator+4 more
Development & CodeAI API
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
5
13
6
Video generation
–
Developer tools
–
APIs
–
–
Video editing
–
–
GPU infrastructure
–
–
–
Multilingual subtitle creation
–
–
–
Presentations to videos
–
–
–
Screen recordings
–
–
–
Video avatars
–
–
–
Video shortening
–
–
–
Image generation
–
–
–
Lip sync
–
–
–
Personalized videos
–
–
–
Short videos
–
–
–
Subtitle translation
–
–
–
Video background removal
–
–
–
3D models
–
–
–
Model training
–
–
–
Multilingual video creation
–
–
–
Music creation
–
–
–
YouTube videos
–
–
–
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.