Shortlist by what you need
Start here if you know why you are leaving Amazon Bedrock AgentCore.
Want the closest match?
LangflowMost similar to Amazon Bedrock AgentCore in what it does, its category and its price.
Visit (opens Langflow in a new tab)Need a free plan?
DifyHas a free plan, rated 4.4 out of 5. Amazon Bedrock AgentCore has none.
Visit (opens Dify in a new tab)Want the lowest price?
FlowiseFrom $35/mo, the lowest starting price here.
Visit (opens Flowise in a new tab)Want the best rated?
BoomiRated 4.4 out of 5 in our review, against 4.2 for Amazon Bedrock AgentCore.
Visit (opens Boomi in a new tab)
At a glance
Green means better than Amazon Bedrock AgentCore, red means worse. Prices are starting prices per month.
| Tool | Our rating | Starts at | Free plan | Best for | Compare |
|---|---|---|---|---|---|
 Amazon Bedrock AgentCoreBaseline | 4.2 | Not listed | No | Production infrastructure for agents, not a builder itself | |
| Langflow | 4.2Same | Free | YesAmazon Bedrock AgentCore has none | DataStax-owned, but still free, open, and framework-agnostic | vs Amazon Bedrock AgentCore |
| Flowise | 4.3+0.1 | $35/mo | YesAmazon Bedrock AgentCore has none | The original drag-and-drop canvas for LangChain components | vs Amazon Bedrock AgentCore |
| Dify | 4.4+0.2 | $59/mo | YesAmazon Bedrock AgentCore has none | A fuller LLMOps platform, not just a flow visualizer | vs Amazon Bedrock AgentCore |
| Boomi | 4.4+0.2 | $99/mo | No | Integration platform that connects apps, data, and AI agents across an enterprise stack. | vs Amazon Bedrock AgentCore |
 Vellum | 4.3+0.1 | Free | YesAmazon Bedrock AgentCore has none | A workbench for testing and comparing prompts, not deploying workflows | vs Amazon Bedrock AgentCore |
The alternatives in detail
In order of how closely each one matches Amazon Bedrock AgentCore.
Langflow
4.2Free
vs Amazon Bedrock AgentCoreSameFree plan
DataStax-owned, but still free, open, and framework-agnostic.
- Open-source visual builder for LangChain-based RAG and agent apps
- Acquired by DataStax in 2024, remains free and open
- Integration with DataStax Astra DB available optionally
Free and open source despite being corporately owned
Corporate ownership raises long-term independence questions for some users
Flowise
4.3$35/mo
vs Amazon Bedrock AgentCore+0.1Free plan
The original drag-and-drop canvas for LangChain components.
- Drag-and-drop canvas mapped directly to LangChain components
- Fully open-source and self-hostable
- One of the earliest visual LangChain builders
Direct mapping to LangChain concepts suits developers already using it
LangChain-specific mapping is less intuitive for those unfamiliar with it
Dify
4.4$59/mo
vs Amazon Bedrock AgentCore+0.2Free plan
A fuller LLMOps platform, not just a flow visualizer.
- Visual builder for RAG pipelines and agent workflows
- Built-in production observability and usage monitoring
- One-click deployment to API or embeddable chat widget
Covers the full lifecycle from building to deploying to monitoring
Broader scope adds complexity versus simpler single-purpose builders
Boomi
4.4$99/mo
vs Amazon Bedrock AgentCore+0.2
Integration platform that connects apps, data, and AI agents across an enterprise stack.
- Visual low-code integration builder for connecting applications and APIs
- AtomSphere runtime for deploying and monitoring integration processes
- Agentstudio framework for building AI agents that execute automation tasks
Two decades of integration-platform maturity with proven uptime at enterprise scale
List prices are not published for Enterprise tiers; nearly every serious deployment routes to a sales quote
Vellum
4.3Free
vs Amazon Bedrock AgentCore+0.1Free plan
A workbench for testing and comparing prompts, not deploying workflows.
- Prompt engineering and evaluation workbench
- Side-by-side comparison across LLM providers and models
- Test-case-based output quality comparison
Fills a genuine gap most workflow tools skip entirely
Not a workflow or automation builder itself, a narrower, earlier-stage tool
FAQ
Questions people ask
Is Amazon Bedrock AgentCore free?
Amazon Bedrock AgentCore does not list a free plan. Check its pricing page for current plans.
What is the best free alternative to Amazon Bedrock AgentCore?
Dify is the highest-rated alternative here with a free plan (4.4 out of 5). Other free options: Flowise, Vellum, Langflow.
What is the cheapest alternative to Amazon Bedrock AgentCore?
Among paid plans, Flowise has the lowest starting price (from $35/mo). If you need it free, start with Dify.
How did you pick these alternatives?
We match tools on what they do, their category and their price, using the details in our directory. Ratings come from our reviews and reader reviews.