LangGraph vs Atomic Bot vs Dify vs Amazon Bedrock AgentCore

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

Your tool
LangGraph
vs
Competitor 1
Atomic Bot
Competitor 2
Dify
Competitor 3
Amazon Bedrock AgentCore
Compare
4 tools · best value per row highlighted
Your tool 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.
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Competitor Atomic Bot
atomicbot.ai
Opened OpenClaw and immediately closed your terminal
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Competitor Dify
dify.ai
AI apps without code
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Competitor Amazon Bedrock AgentCore
aws.amazon.com
Amazon Bedrock AgentCore is an AWS service for building, connecting and running AI agents in production.
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Traffic estimated monthly website traffic
Monthly visits
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46.1Kvisits/mo
1Mvisits/mo
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MoM change
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▲ 79.5%
▼ 16.6%
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6-month growth
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-4.8%
-30.6%
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Global rank web
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#1,136,755
#39,510
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Avg. last 3 months
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39.1K
1.1M
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Bounce rate lower is better
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40%
41%
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Pages / visit
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1.8
4.4
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Visit duration
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11s
6m 40s
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Traffic sources
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● Direct 84% · ● Referral 15%
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LangGraphAtomic BotDifyAmazon Bedrock AgentCore
0368.2K736.4K1.1M1.5MAtomic Bot · 16.9KAtomic Bot · 48.4KAtomic Bot · 67.1KAtomic Bot · 47.2KAtomic Bot · 45.5KAtomic Bot · 25.7KAtomic Bot · 46.1KDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1M10K100K1M10MAtomic Bot · 16.9KAtomic Bot · 48.4KAtomic Bot · 67.1KAtomic Bot · 47.2KAtomic Bot · 45.5KAtomic Bot · 25.7KAtomic Bot · 46.1KDify · 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
Freemium
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Starting price
$39per month · free tier available
$19per month · free tier available
$590per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Developer FreePlus $39/moEnterprise Custom
Free FreeBase $19/moPro $39/moMax $79/mo
Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
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Capabilities input → output
Input
Code
Text
DocumentsText
CodeText
Output
Apps
CodeText
Apps
Apps
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Productivity & OfficeAI Agent
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
8
4
9
8
Agents
Agent creation
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Developer tools
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Workflows
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Agent management
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Chatbots
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LLM development
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No-code
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Agent memory
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AI observability
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APIs
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Agent collaboration
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Agent identity verification
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Agent testing
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Development
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Productivity
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Self hosted
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Telegram
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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▲ 1
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Saves
0
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Reviews
0
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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.