Shotstack vs Lambda vs Langflow vs Muapi

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

Your tool
Shotstack
vs
Competitor 1
Lambda
Competitor 2
Langflow
Competitor 3
Muapi
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.
Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Langflow
langflow.org
Drag and drop 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
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
215.3Kvisits/mo
318.3Kvisits/mo
MoM change
—
—
▼ 0.7%
—
6-month growth
—
—
-4.9%
—
Global rank web
—
—
#217,191
—
Avg. last 3 months
—
—
225.2K
318.3K
Bounce rate lower is better
—
—
44%
—
Pages / visit
—
—
2.2
—
Visit duration
—
—
1m 04s
—
Traffic sources
—
—
● Direct 76% · ● Referral 24%
—
ShotstackLambdaLangflowMuapi
079.6K159.2K238.7K318.3KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KMuapi · 318.3K100K1MLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KMuapi · 318.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Free
Paid
Starting price
$39per month
—
Free
$10per month
Free tier
–
–
–
Free trial
–
–
–
API access
–
Plans
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
—
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Capabilities input → output
Input
CodeImagesVideo
CodeData
Text
ImagesText
Output
Video
Apps
Apps
AudioImagesVideo
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
5
3
9
6
Developer tools
APIs
–
Video generation
–
–
Agents
–
–
–
GPU infrastructure
–
–
–
No-code
–
–
–
Video editing
–
–
–
Agent creation
–
–
–
Chatbots
–
–
–
Development
–
–
–
Image generation
–
–
–
LLM development
–
–
–
Personalized videos
–
–
–
Workflows
–
–
–
3D models
–
–
–
Model training
–
–
–
Music creation
–
–
–
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.