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# LangGraph vs Make.com 

Last Updated: July 6th, 2026 

Our analysts compared [LangGraph](https://www.selecthub.com/p/ai-agent-orchestration-platforms/langgraph/) vs [Make.com](https://www.selecthub.com/p/ai-agent-orchestration-platforms/make-com/) based on data from our 400+ point analysis of [AI Agent Orchestration Platforms](https://www.selecthub.com/c/ai-agent-orchestration-platforms/), user reviews and our own crowdsourced data from our [free software selection platform](https://www.selecthub.com/about/start-free-selection-project-site/?category=AI Agent Orchestration Platforms&cta=ai-agent-orchestration-platforms). 

[Overview](#product-overview) [Pricing](#product-pricing) [Our Review](#product-analyst-summary) [User Ratings](#user-sentiment-section) [Features](#product-benefits-features) [Screenshots](#product-screenshots) 

Remove Add to Compare 

[![LangGraph Software Tool](https://cdn.selecthub.com/products/5ee8bb7c3c285851db9b969e956afc36-11f9241ae6308ec9c6389cbee98c564f/resources/original/logo.svg?1755110875)](https://www.selecthub.com/p/ai-agent-orchestration-platforms/langgraph/)

Remove Add to Compare 

[![Make.com Software Tool](https://cdn.selecthub.com/products/6177a45cb50f7d46de52a4aee0c17629-c1b506d7a4d7280860b168051f4dc13f/resources/normal/logo.png?1755817502)](https://www.selecthub.com/p/ai-agent-orchestration-platforms/make-com/)

[ ![Product Awards](https://www.selecthub.com/display/images/awards_badge.svg) ](#awards-section) 

[Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=AI+Agent+Orchestration+Platforms&product%5Fname=LangGraph&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F5ee8bb7c3c285851db9b969e956afc36-11f9241ae6308ec9c6389cbee98c564f%2Fresources%2Foriginal%2Flogo.svg%3F1755110875) [Demo](https://pmo.selecthub.com/get-product-demo/?category=AI+Agent+Orchestration+Platforms&product%5Fname=LangGraph&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F5ee8bb7c3c285851db9b969e956afc36-11f9241ae6308ec9c6389cbee98c564f%2Fresources%2Foriginal%2Flogo.svg%3F1755110875) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=AI+Agent+Orchestration+Platforms&product%5Fname=LangGraph&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F5ee8bb7c3c285851db9b969e956afc36-11f9241ae6308ec9c6389cbee98c564f%2Fresources%2Foriginal%2Flogo.svg%3F1755110875&price=2) [Pricing](https://pmo.selecthub.com/get-product-pricing/?category=AI+Agent+Orchestration+Platforms&product%5Fname=LangGraph&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F5ee8bb7c3c285851db9b969e956afc36-11f9241ae6308ec9c6389cbee98c564f%2Fresources%2Foriginal%2Flogo.svg%3F1755110875&price=2) 

[Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=AI+Agent+Orchestration+Platforms&product%5Fname=Make.com&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F6177a45cb50f7d46de52a4aee0c17629-c1b506d7a4d7280860b168051f4dc13f%2Fresources%2Fnormal%2Flogo.png%3F1755817502) [Demo](https://pmo.selecthub.com/get-product-demo/?category=AI+Agent+Orchestration+Platforms&product%5Fname=Make.com&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F6177a45cb50f7d46de52a4aee0c17629-c1b506d7a4d7280860b168051f4dc13f%2Fresources%2Fnormal%2Flogo.png%3F1755817502) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=AI+Agent+Orchestration+Platforms&product%5Fname=Make.com&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F6177a45cb50f7d46de52a4aee0c17629-c1b506d7a4d7280860b168051f4dc13f%2Fresources%2Fnormal%2Flogo.png%3F1755817502&price=1) [Pricing](https://pmo.selecthub.com/get-product-pricing/?category=AI+Agent+Orchestration+Platforms&product%5Fname=Make.com&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F6177a45cb50f7d46de52a4aee0c17629-c1b506d7a4d7280860b168051f4dc13f%2Fresources%2Fnormal%2Flogo.png%3F1755817502&price=1) 

### Products Insights 

Product Ranking 

## #2

among all   
AI Agent Orchestration Platforms

## #3

among all   
AI Agent Orchestration Platforms

[Find out who the leaders are](https://pmo.selecthub.com/request-custom-scorecard?post%5Ftype=auto%5Fvs%5Farticle&category%5Fslug=ai-agent-orchestration-platforms&product%5Fslug=langgraph&category=AI+Agent+Orchestration+Platforms) 

Price Starts From 

$39/User, Monthly, Freemium 

Free Trial is unavailable → 

$9 Monthly, Freemium 

[Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Make.com&category=AI Agent Orchestration Platforms&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/6177a45cb50f7d46de52a4aee0c17629-c1b506d7a4d7280860b168051f4dc13f/resources/normal/logo.png?1755817502) 

Pros 

What we like about LangGraph and Make.com: 

**Graph-Based Workflow:** Utilizes directed acyclic graphs for clear visualization and precise control of agent interactions.

**State Management:** Maintains consistency and reliability through dynamic updates across multiple agents.

**Seamless Tool Integration:** Easily incorporates external tools and APIs, enhancing versatility for various applications.

**User-Friendly Design:** Intuitive interface suitable for both technical and non-technical users, simplifying workflow creation.

**Ease of Use:** Intuitive drag-and-drop interface allows users of all technical levels to create workflows effortlessly.

**Extensive Integrations:** Supports over 1,000 apps, enabling comprehensive connectivity across various platforms.

**No Coding Required:** Facilitates automation setup without the need for programming, making it accessible to non-developers.

**Visual Workflow Design:** Users can visually map out processes, enhancing clarity and management of automated tasks.

Cons 

What we dislike about LangGraph and Make.com: 

**Steep Learning Curve:** Despite low-code features, the graph-based architecture can be complex for newcomers, requiring significant time to master.

**Performance Overhead:** Managing dynamic states and multi-agent interactions may introduce latency in high-demand scenarios.

**Limited External Integrations:** While integration with external tools is supported, the range may not cover all specialized business applications.

**Scalability Constraints:** For extremely large workflows, the visual interface might become cumbersome and harder to manage efficiently.

**Limited AI Capabilities:** Make.com does not offer the advanced AI features found in platforms like OpenAgents and n8n, restricting its use for sophisticated AI-driven automations.

**Reduced Flexibility for Complex Automations:** Users requiring intricate and highly customizable workflows may find Make.com's options insufficient compared to more specialized iPaaS solutions.

**Inadequate for AI-Oriented Projects:** Businesses needing robust AI orchestration might find Make.com lacking the necessary tools and functionalities to support their advanced automation needs.

**Potential Scalability Issues:** As automation requirements grow in complexity, Make.com's limited AI and customization options may hinder scalability for larger projects.

### Our Review 

 Ever wondered if LangGraph can really orchestrate your AI agents like a maestro conducts an orchestra? Over the past year, user reviews for LangGraph have been largely positive, highlighting its exceptional ability to manage complex AI workflows with ease. Users appreciate the graph-based architecture, which uses directed acyclic graphs (DAGs) to streamline agent interactions, offering a level of clarity and control that sets it apart from competitors like CrewAI and AutoGen. Many have lauded LangGraph’s state management capabilities, noting how it ensures consistency and fault tolerance across multi-agent systems, which is crucial for maintaining reliable operations in dynamic environments. One of the standout features frequently mentioned is LangGraph’s seamless tool integration. Users find it effortless to incorporate external tools and APIs, enhancing the framework’s flexibility and making it a versatile choice for diverse applications. Additionally, the built-in visualization tools have been praised for providing clear insights into agent interactions and workflow processes, allowing developers to easily monitor and adjust their systems as needed. While most reviews are glowing, some users have pointed out areas for improvement, such as the initial learning curve for newcomers unfamiliar with graph-based architectures. However, these critiques are often outweighed by the framework’s intuitive design, which many find simplifies the orchestration of AI agents compared to other solutions. LangGraph is particularly well-suited for developers and organizations seeking to build scalable and efficient multi-agent systems. Its robust capabilities in agent orchestration, combined with the integration with LangChain, make it an ideal choice for projects requiring high modularity and flexibility. Whether you’re managing simple tasks or coordinating complex workflows, LangGraph’s comprehensive feature set and positive user feedback make it a reliable tool for advancing your AI infrastructure. 

Show more 

 Ready to make your workflows sing without breaking a sweat? Make.com has been a favorite among users for the past year, especially praised for its intuitive drag-and-drop interface that allows both technical and non-technical individuals to automate tasks seamlessly. Users love its ability to connect over 1,000 applications, making it a versatile tool for various business functions. The robust scheduling capabilities have also received commendations, enabling businesses to streamline their operations efficiently. However, not everything is rosy. Some users have pointed out that Make.com's customer service could use improvement, citing delays and less-than-helpful responses when issues arise. Additionally, while the platform excels in general automation, it falls short for those needing advanced AI functionalities. Unlike specialized platforms such as OpenAgents or n8n, Make.com lacks hosted AI agents and autonomous problem-solving features, which are crucial for more sophisticated automation needs. When compared to its competitors, Make.com's strength lies in its user-friendly design and extensive integration options. For instance, while n8n offers more specialized AI capabilities, Make.com remains the go-to choice for users prioritizing ease of use and a wide range of application integrations. This makes it particularly valuable for small to medium-sized businesses looking to automate routine tasks without the complexity of more advanced platforms. Despite some drawbacks, user reviews over the past year indicate that Make.com remains a highly effective tool for automating workflows. Its ease of use and versatility make it ideal for businesses seeking to enhance productivity without delving into complex setups. However, for those whose automation needs extend into advanced AI functionalities, exploring alternatives like OpenAgents or n8n might be necessary. Overall, Make.com stands out as a robust, accessible iPaaS solution, best suited for organizations aiming to simplify their processes and integrate multiple applications effortlessly. 

Show more 

### User Sentiment Summary 

LangGraph has a user sentiment rating of based on reviews. Make.com has a user sentiment rating of 95 based on 732 reviews. 

we're gathering data

![Excellent User Sentiment](https://www.selecthub.com/display/images/scores/excellent.svg) 732 reviews 

Synopsis 

Evaluating all review platforms, our market analysts have compiled the following user sentiment data. 

we're gathering data

95% 

of users recommend this product

Make.com has a 'excellent' User Satisfaction Rating of 95% when considering 732 user reviews from 4 recognized software review sites. 

User Review Scores 

**G2.com, Inc** 

n/a 

**4.7** (250) 

**Software Advice, Inc** 

n/a 

**4.8** (406) 

**Gartner, Inc** 

n/a 

**4.6** (20) 

**TrustRadius** 

n/a 

**4.6** (56) 

### Awards 

SelectHub awards earned by these products based on a comprehensive analysis by our research analysts. 

No awards.

Make.com stands above the rest by achieving an ‘Excellent’ rating as a User Favorite. 

![User Favorite Award]()

### Product Assistance 

Training Resources 

Documentation

In Person

Live Online

Videos

Webinars

Documentation

In Person

Live Online

Videos

Webinars

Support 

Email

Phone

Chat

FAQ

Forum

Knowledge Base

24/7 Live Support

Email

Phone

Chat

FAQ

Forum

Knowledge Base

24/7 Live Support

### Product Basics 

Company Size 

i 

Small

Medium

Large

Small

Medium

Large

Platforms Supported 

Windows

Mac

Linux

Android

Chromebook

Windows

Mac

Linux

Android

Chromebook

Deployment Supported 

Cloud

On-Premise

Mobile

Cloud

On-Premise

Mobile

Comparison of Top Alternatives 

[LangGraph Alternatives ](https://www.selecthub.com/ai-agent-orchestration-platforms/langgraph/alternatives/) 

[Make.com Alternatives ](https://www.selecthub.com/ai-agent-orchestration-platforms/make-com/alternatives/) 

### Screenshots 

![Screenshots]()![Screenshots]() 

![Screenshots]()![Screenshots]() 

### Key Features 

* **Dynamic Agent Coordination:** Seamlessly integrates multiple AI agents, allowing them to work collaboratively on complex tasks.
* **Graph-Based Architecture:** Utilizes a graph structure to map relationships and dependencies between agents, enhancing efficiency and clarity.
* **Customizable Workflows:** Offers flexible workflow configurations to tailor processes according to specific project needs.
* **Real-Time Monitoring:** Provides live updates and insights into agent activities, enabling prompt adjustments and optimizations.
* **Scalable Infrastructure:** Designed to handle varying workloads, from small-scale operations to enterprise-level deployments.

Show More 

* **Visual Workflow Builder:** Create and manage workflows using an intuitive drag-and-drop interface, allowing for easy visualization and modification of processes.
* **Extensive App Integrations:** Connect with over 1,000 applications, including popular services like Google Workspace, Slack, and Salesforce, to streamline operations across platforms.
* **Customizable Triggers and Actions:** Set specific conditions to initiate workflows and define precise actions to be executed, providing flexibility in automation.
* **Real-Time Data Processing:** Handle data as it is generated, ensuring that workflows respond immediately to changes and updates.
* **Error Handling and Debugging:** Utilize built-in tools to identify and resolve issues within workflows, minimizing downtime and ensuring reliability.

Show More 

### Top Alternatives in AI Agent Orchestration Platforms 

[  AgentCore ](https://www.selecthub.com/p/ai-agent-orchestration-platforms/agentcore/) [  AgentFlow ](https://www.selecthub.com/p/ai-agent-orchestration-platforms/agentflow/) [  Aisera Unify ](https://www.selecthub.com/p/ai-agent-orchestration-platforms/aisera-unify/) [  Akira AI ](https://www.selecthub.com/p/ai-agent-orchestration-platforms/akira-ai/) [  Make.com ](https://www.selecthub.com/p/ai-agent-orchestration-platforms/make-com/) 

### Related Categories 

LangGraph and Make.com can also be found with other leading products in these categories: 

[Agentic AI Tools ](https://www.selecthub.com/c/agentic-ai-tools/) 

[AI Agent Builders ](https://www.selecthub.com/c/ai-agent-builder-software/) 

Show more 

[AI Integration Solutions ](https://www.selecthub.com/c/ai-integration-solutions/) 

[AI Workflow Automation Tools ](https://www.selecthub.com/c/ai-workflow-automation-tools/) 

[iPaaS Solutions ](https://www.selecthub.com/c/ipaas-solutions/) 

Show more 

### Head-to-Head Comparison 

![LangGraph Software Tool]() 

![AgentCore Software Tool]() 

[LangGraph VS AgentCore](https://www.selecthub.com/ai-agent-orchestration-platforms/langgraph-vs-agentcore/) 

![LangGraph Software Tool]() 

![AgentFlow Software Tool]() 

[LangGraph VS AgentFlow](https://www.selecthub.com/ai-agent-orchestration-platforms/langgraph-vs-agentflow/) 

![LangGraph Software Tool]() 

![Aisera Unify Software Tool]() 

[LangGraph VS Aisera Unify](https://www.selecthub.com/ai-agent-orchestration-platforms/langgraph-vs-aisera-unify/) 

![LangGraph Software Tool]() 

![Make.com Software Tool]() 

[LangGraph VS Make.com](https://www.selecthub.com/ai-agent-orchestration-platforms/langgraph-vs-make-com/) 

![LangGraph Software Tool]() 

![OneReach Software Tool]() 

[LangGraph VS OneReach](https://www.selecthub.com/ai-agent-orchestration-platforms/langgraph-vs-onereach/) 

![LangGraph Software Tool]() 

![UiPath Software Tool]() 

[LangGraph VS UiPath](https://www.selecthub.com/ai-agent-orchestration-platforms/uipath-vs-langgraph/) 

**About SelectHub (and our data)** 

We’re the employee-owned Austin-based startup democratizing software data so you can make your decisions in an influence-free zone. Our market data is crowdsourced from our user-base of 100,000+ companies.

WE DISTILL IT INTO REAL REQUIREMENTS, COMPARISON REPORTS, PRICE GUIDES and more...

![SelectHub Products Reporting and Analytics]() 

![SelectHub Products Cost and Pricing Guide]() 

**Tier 1:**  
Fully/moderately supported out-of-the-box allowing for quick and easy deployment.  
Fully or moderately supported out-of-the-box with industry-leading capabilities and is immediately available after installation without needing any add-ons, integrations, or custom development. 

**Tier 2:**  
Supported with workarounds or add-ons that may require additional costs.  
Not directly available in the software, but can be accomplished using other built-in features, workarounds, or add-ons/products from the vendor with or without any additional cost. 

**Tier 3:**  
Requires partner integrations or custom development that is often at an additional cost.  
Requires additional integrations, plugins, marketplace applications from a third-party vendor, or custom development using the APIs, libraries, extensions, and development framework supported by the software, with or without any additional cost. 

[Close](#)

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