Dify vs LangGraph vs Lambda vs Shotstack

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

Your tool
Dify
vs
Competitor 1
LangGraph
Competitor 2
Lambda
Competitor 3
Shotstack
Compare
4 tools · best value per row highlighted
Your tool Dify
dify.ai
AI apps without code
Remove
Competitor LangGraph
langchain.com
LangGraph is an open-source agent runtime and low-level orchestration framework for building AI agents that behave reliably on complex tasks.
Make main Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
—
—
MoM change
▼ 16.6%
—
—
—
6-month growth
-30.6%
—
—
—
Global rank web
#39,510
—
—
—
Avg. last 3 months
1.1M
—
—
—
Bounce rate lower is better
41%
—
—
—
Pages / visit
4.4
—
—
—
Visit duration
6m 40s
—
—
—
Traffic sources
● Direct 84% · ● Referral 15%
—
—
—
DifyLangGraphLambdaShotstack
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1M1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
$590per month · free tier available
$39per month · free tier available
—
$39per month
Free tier
–
–
Free trial
–
–
–
API access
–
–
Plans
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Developer FreePlus $39/moEnterprise Custom
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
Capabilities input → output
Input
DocumentsText
Code
CodeData
CodeImagesVideo
Output
Apps
Apps
Apps
Video
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
8
3
5
Developer tools
Agent creation
–
–
Agents
–
–
Workflows
–
–
LLM development
–
–
APIs
–
–
–
GPU infrastructure
–
–
–
No-code
–
–
–
Video editing
–
–
–
Agent memory
–
–
–
Chatbots
–
–
–
Personalized videos
–
–
–
Video generation
–
–
–
Agent collaboration
–
–
–
Development
–
–
–
Model training
–
–
–
Productivity
–
–
–
Self hosted
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 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.