Amazon Bedrock AgentCore vs Dify (2026): Pricing, Features & Which to Choose

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

Lower starting price
Not comparable
Not comparable: Amazon Bedrock AgentCore does not list a price
Free plan
Dify
Only Dify has one
Higher rating
Dify
4.2 against 4.4
Same job?
Yes
Both are Automation tools

Side by side

Compared on	Amazon Bedrock AgentCore	Dify
Our rating	4.2	4.4Better
Starts at	Not listed	$59/mo
Free plan	No	YesBetter
Category	Automation	Automation
Plans	See pricing	From $59/mo
Key features	Framework-agnostic runtime for LangChain, OpenAI Agents SDK, Claude Agent SDK, and more Managed gateway for secure API and knowledge base access Session and memory management for long-running agents Observability into agent decision steps Security policies verified via automated reasoning	Visual builder for RAG pipelines and agent workflows Built-in production observability and usage monitoring One-click deployment to API or embeddable chat widget Full self-hosting support Open-source with a managed cloud option
Pros	Works with agents built on any framework, not locked to one ecosystem Solves real production concerns most builder tools skip entirely Backed by AWS's security and infrastructure track record	Covers the full lifecycle from building to deploying to monitoring Self-hosting available for data control requirements Open-source foundation with active development
Cons	Not a building tool, requires an agent already built elsewhere No free tier, built for enterprise AWS usage Full value requires existing AWS infrastructure and expertise	Broader scope adds complexity versus simpler single-purpose builders Managed cloud pricing sits above some lighter competitors Best value requires actually shipping to production, not just prototyping
Company	Amazon Web Services, founded 2025	LangGenius, founded 2023

Prices come from each vendor's pricing page, last checked 20260703. Check the vendor before you buy.

FAQ

Questions people ask

Is Amazon Bedrock AgentCore better than Dify?

In our reviews Amazon Bedrock AgentCore scores 4.2 and Dify scores 4.4. The better pick depends on the job. Amazon Bedrock AgentCore: Production infrastructure for agents, not a builder itself. Dify: A fuller LLMOps platform, not just a flow visualizer.

Which is cheaper, Amazon Bedrock AgentCore or Dify?

Amazon Bedrock AgentCore: see pricing. Dify: from $59/mo.

Do Amazon Bedrock AgentCore and Dify have free plans?

Only Dify has a free plan.

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