--- title: Arango Reviews meta_title: 'Arango Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 115 reviews by the users' company size, role or industry to find out how Arango works for a business like yours. aggregate_rating: rating_value: 4.6 review_count: 115 scale: '5' date_modified: '2026-08-12' parent_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # Arango Reviews **Vendor:** Arango **Category:** [Graph Databases](https://www.g2.com/categories/graph-databases) **Average Rating:** 4.6/5.0 **Total Reviews:** 115 ## About Arango Arango provides a trusted data foundation for Contextual AI — transforming enterprise data into a System of Context that truly represents the business, so LLMs can deliver better outcomes with unlimited scale and cost efficiency. The Arango AI Data Platform gives developers a single, integrated environment to build and scale AI-powered applications without the complexity of stitching together multiple databases and tools. At its core is a massively scalable multi-model database that unifies graph, vector, document, and key-value data with full-text, geospatial, and vector search — creating the System of Context, the bridge between enterprise data and LLMs. The Arango AI Suite includes automated data pipelines, multimodal data ingestion, AIOps and MLOps, LLM integrations, Graph Analytics, agentic frameworks for context-aware Hybrid/GraphRAG, GraphML, natural-language support, and GPU acceleration — enabling repeatable ROI and faster innovation. Trusted by NVIDIA, HPE, the London Stock Exchange, the U.S. Air Force, NIH, Siemens, Synopsys and Articul8, Arango powers enterprise AI with context, confidence, and scale. We are a proud member of the NVIDIA Inception Program and the AWS ISV Accelerate Program. Learn more at arango.ai, LinkedIn, YouTube, and G2. ## Arango Pros & Cons **What users like:** - Users value the **flexible data handling** of Arango, combining documents, graphs, and key-value pairs effortlessly. (5 reviews) - Users find Arango's **ease of use** remarkable, simplifying data management with its intuitive interface and powerful query language. (4 reviews) - Users appreciate the **flexibility** of Arango, enabling seamless integration of various data models in one engine. (4 reviews) - Users value the **extensive customization options** in Arango, enhancing flexibility and simplifying data management. (3 reviews) - Users value the **comprehensive and well-organized documentation** that simplifies learning and managing Arango's features. (3 reviews) - Users appreciate the **flexibility and ease of use** in Arango's querying features, making complex operations straightforward. (3 reviews) - Chart Variety (2 reviews) - Ease of Setup (2 reviews) - Free Services (2 reviews) - Users value ArangoDB's **intuitive query language** , making it easy for newcomers to adapt and perform complex operations. (2 reviews) **What users dislike:** - Users find the **setup process complicated** for ArangoDB, especially for semantic search and views, needing improvement. (4 reviews) - Users find the **difficult learning** curve challenging, particularly when starting to build new databases. (3 reviews) - Users find the **lack of detailed documentation** frustrating, often struggling to locate necessary information for complex use cases. (3 reviews) - Users find the **learning curve steep** , particularly for newcomers navigating database creation and complex queries. (3 reviews) - Users find the **learning difficulty** quite challenging, particularly for newcomers building databases and handling complex queries. (3 reviews) - Complex Configuration (1 reviews) - Complexity (1 reviews) - Complex Setup (1 reviews) - Cost Issues (1 reviews) - Data Size Limitations (1 reviews) ## Arango Reviews ### 1. Flexible, High-Performance Database That's Easy to Use **Rating:** 5.0/5.0 stars **Reviewed by:** Amar K. | IT Manager, Media Production, Mid-Market (51-1000 emp.) **Reviewed Date:** November 20, 2025 **What do you like best about Arango?** Arango DB offers a great deal of flexibility. Its query language is straightforward and easy to grasp, making it accessible even for those new to the system. The performance remains strong, even when handling complex relationships, which adds to its appeal. Overall, I find it to be a very versatile database solution. **What do you dislike about Arango?** The learning curve can be a bit steep at first, especially when you are building a new database. **What problems is Arango solving and how is that benefiting you?** ArangoDB has helped me develop more quickly and maintain a simpler architecture. Overall, it saves time and reduces infrastructure overhead. ### 2. ArangoDB Delivers the Best All-Around Experience **Rating:** 5.0/5.0 stars **Reviewed by:** Ahemadraza P. | Student Ambassador, Small-Business (50 or fewer emp.) **Reviewed Date:** November 06, 2025 **What do you like best about Arango?** The everything about it is the best everything is best **What do you dislike about Arango?** Nothing to dislike about arango DB you cannot dislike it **What problems is Arango solving and how is that benefiting you?** ArangoDB is a multi-model database, which means it supports document, graph, and key-value data models in a single engine. Because of that, it solves several common database problems that developers usually face when using multiple separate databases ### 3. Arango- Great database that serves multiple purposes **Rating:** 5.0/5.0 stars **Reviewed by:** anusha g. | Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** June 20, 2025 **What do you like best about Arango?** Unique ane multiple model database where everything is access using just one query. User interface is pretty good and it makes it very easy to navigate and analyse also debugging if any issues. AQL is soo quick to learn and leads Arango to be convenient platform. **What do you dislike about Arango?** Support team needs to be little more proactive. They are doing a great job but prompt replies are missing. **What problems is Arango solving and how is that benefiting you?** Multi model support of Arango db allowed me to integrate multiple data models in a single query. It is great suited for complez requirements. ### 4. Flexible and Powerful, But Not Without a Learning Curve **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.) **Reviewed Date:** September 23, 2025 **What do you like best about Arango?** It lets you work with documents, graphs, and key-value pairs in one engine, without needing separate databases or complex integrations. This flexibility simplifies architecture and boosts performance for applications that require mixed data models. The built-in query language, AQL, is also powerful and intuitive, making complex queries feel clean and readable. **What do you dislike about Arango?** Learning curve can be steep for newcomers **What problems is Arango solving and how is that benefiting you?** ArangoDB solves the problem of needing multiple databases for different data models. ### 5. Arango cloud is a brilliant hassle free offering **Rating:** 5.0/5.0 stars **Reviewed by:** Kevin B. | Head of Architecture and R&D, Small-Business (50 or fewer emp.) **Reviewed Date:** December 30, 2021 **What do you like best about Arango?** The mixture of document, search and graph has made our decisions easier. We can limit our stack to use Arango and not have an explosion of vendor systems for each purpose. **What do you dislike about Arango?** Sometimes you require to load subgraphs inmemory to do intense computations as AQL can be a bit strange to work with. Maintaining your own can take additional resouces but using arango cloud ensures the experts take care of it for you. There are not enough connectors to BI tools and ETL tools so you need to write them yourself. **What problems is Arango solving and how is that benefiting you?** Building our knowledge graph to augment clinical knowledge, we use arango to run our ontology searches, hold transactional data, and as a source of truth for data used by our data science team. Using arango has meant we can do all this with a single datastore and keep our team lean. ### 6. Graph Rag done with Arango DB **Rating:** 5.0/5.0 stars **Reviewed by:** Rahul O. | AI Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** November 21, 2024 **What do you like best about Arango?** Arango DB was suggested to me by my seniour as it's open source and provide a great platform for graph databases, It was very user friendly for a graph database, it was very easy to create vetices for the graph visuallise them in my local container and there after making edge definition and connecting them saved me so much time for initial POC with graph RAG. **What do you dislike about Arango?** Documentation for the DB can be better with a section of website dedicated only Documentation in details i found myself going website to website finding the things i needed for my use case other than that it was really good. **What problems is Arango solving and how is that benefiting you?** Being an Open Source DB it's solving the problem of not being expensive for starters there after it's beginer freindly implementation can be learned by freashers and can easily be incorporated to prodution grade systems. Being in an early stage startup it helped me to do my initial POC very fast and helped me with my research on Graph RAG ### 7. A Database which offers document, graph, and key-value storage with a powerful query language. **Rating:** 5.0/5.0 stars **Reviewed by:** Soumitra B. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** November 17, 2024 **What do you like best about Arango?** Its simple query language (AQL) compared to complex cypher queries of other databases. **What do you dislike about Arango?** nothing as such but expanding community support and resources, such as tutorials and forums, would help users troubleshoot issues more effectively **What problems is Arango solving and how is that benefiting you?** We have an apllication which needs to perform certain queries of users in simple english language on a created and stored knowledge graph in arangodb, we have our own logic to convert those simple english queries to AQL. ### 8. Suport for schema-less design tasks using ArangoDB. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** November 26, 2024 **What do you like best about Arango?** The compatibility between the looseness of schema-less design and the flexibility as a graph database is excellent. The ability to write JSON-first queries using AQL. Conveniently includes a rich Web UI. It is equipped with a full-text search engine that is relatively easy to use. **What do you dislike about Arango?** It seems unavoidable due to performance reasons, but management and operations on collections and databases using AQL are weak. If there were more capabilities for operations on collections and databases, the possibilities would expand. **What problems is Arango solving and how is that benefiting you?** It is used to support designs where the elements to be managed have dynamically variable attributes and require numerous relationships. By leveraging the strengths of document databases and graph databases, it addresses issues such as the lack of a fixed schema and complex relationships, which could become bottlenecks in conventional databases. ### 9. There is nothing like it! Scalable Graphs, Documents & Open Source **Rating:** 5.0/5.0 stars **Reviewed by:** Kevin R. | Consultant - FinTech, Mid-Market (51-1000 emp.) **Reviewed Date:** June 04, 2024 **What do you like best about Arango?** I found ArangoDB as I was looking for a graph database that was ready for an enterprise content managment system that could act as a general purpose datastore, that didn't break the bank, and had good reliability. Also important was a managed hosting support for my enterprise client. The alternatives neo4j quoted me a ridiculous ~$70k per year, with no garuntee that their software would work if they ever went out of buisness which seemed likely with that price point. Other graph solutions werent really scalable or didn't have as useful of a datamodel. Three years after writing my application for arangodb I am extremely happy with this choice and continue to find new ways to organize information either in real-world messy graphs or in highly scalable key-value stores. The nice for engineers about using arango is that since the project is open source you can create issues on their database repo and talk with real engineers about solutions, or feature requests to further refine the product rather than some know-nothing sales person. **What do you dislike about Arango?** - I have found one or two troublesome phenomenon with the interplay between supported APIs. For instance one api doesn't have the ability to delete edges / nodes in AQL as here: https://stackoverflow.com/questions/51650374/why-vertex-removing-request-doesnt-remove-linked-edge-with-aql-in-arangodb - Not much python support. I am using `arangoorm` which is very nice but community supported. Please make this an official feature! I also would find more use with a python `foxx` like server but I understand if thats not reasonable. **What problems is Arango solving and how is that benefiting you?** I needed a robust datamodel that avoided static schema problems with databases like postgres ### 10. Efficient, Scalable, and Developer-Friendly **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** April 28, 2025 **What do you like best about Arango?** Seamlessly handles graph, document, and key-value data in one powerful engine **What do you dislike about Arango?** Steep learning curve and limited community support for complex queries **What problems is Arango solving and how is that benefiting you?** ArangoDB solves the challenge of managing multiple data models separately by combining graph, document, and key-value storage in one system. This flexibility saves time, reduces infrastructure complexity, and allows me to design more efficient and scalable applications without juggling multiple databases. ### 11. Best all purpose database so far **Rating:** 5.0/5.0 stars **Reviewed by:** Delio D. | Head Of Technology, Small-Business (50 or fewer emp.) **Reviewed Date:** May 26, 2024 **What do you like best about Arango?** I like that it is very versatile with its multi model approach, you have the power of document store with graph search, whch essentially allows you to do whatever you do with both document stores and with SQL databases, plus much more thanks to the graph traversal. The AQL language is very intuitive and so quick to learn. Speed is great too. It is easy to use for prototyping and it porvides you with good devops tool for cluster installation on kubernetes. **What do you dislike about Arango?** I think FOXX services are not the best approach for microservices, from a software architecture standpoint. Although documentation is generlaly good, I found that node.js documentation is a bit lacking behind **What problems is Arango solving and how is that benefiting you?** We need to disssect complex documents, and find connectins between parts of documents, arangoDB allows me to do that plus whatever else a standard applictaion does, like CRUD operations, all in one database engine. ### 12. Great graph database and awesome alternative for SQL **Rating:** 4.5/5.0 stars **Reviewed by:** Lucas P. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** October 31, 2024 **What do you like best about Arango?** I really really enjoy AQL way to perform queries. It's as straightfoward as a JS script, very easy for devs to ramp up, easier to perform joins and complex operations! **What do you dislike about Arango?** It could be somehow more intuitive to perform views/materialized views. **What problems is Arango solving and how is that benefiting you?** Mostly all of our transactional operations are held using ArangoDB ### 13. Arango is a complete platform for complex projects **Rating:** 4.5/5.0 stars **Reviewed by:** Simone M. | Co-founder & CTO, Small-Business (50 or fewer emp.) **Reviewed Date:** November 19, 2024 **What do you like best about Arango?** the possibility to work with graphs in a complex way **What do you dislike about Arango?** the limitation of the community edition to 100GB **What problems is Arango solving and how is that benefiting you?** Arango is used by our dba to create a flexible structure for importing and exporting huge amount of data and connections ### 14. A Versatile and User-Friendly Multi-Model Database **Rating:** 4.5/5.0 stars **Reviewed by:** LUCIEN T. | Gérant principal, Small-Business (50 or fewer emp.) **Reviewed Date:** November 20, 2024 **What do you like best about Arango?** The web interface is particularly impressive, offering an intuitive dashboard that makes database management straightforward even for those new to NoSQL systems. The AQL query language feels natural, especially if you're coming from SQL, and the documentation is comprehensive and well-organized. **What do you dislike about Arango?** The only downside is once you start using it, you can not stop ! bye bye airtables **What problems is Arango solving and how is that benefiting you?** Sorting data in one place. Speeding the process of finding the information quickly ### 15. ArangoDB for performant, streamlined data development beyond RDBMS or other NoSQL stores **Rating:** 5.0/5.0 stars **Reviewed by:** Ken B. | Mid-Market (51-1000 emp.) **Reviewed Date:** March 27, 2024 **What do you like best about Arango?** ArangoDB offers a performant graph data model that offers some key benefits for almost any kind of data structure—not just graph theory applications. ArangoDB and its graph implementation allows you to think about entities semantically, and as standalone objects. Because edges in the graph are distinct from vertices, you can reason about data in isolation from how you or other teams want to create entity relationships. IME this is a significantly streamlined approach to development, rather than complex ERD diagrams, foreign key constraints, foreign keys added to all tables, etc. that you'd normally use in an RDBMS/SQL setup. There is significant freedom in avoiding the RDBMS model and shoe-horning different data models beneath the same old SQL syntax. ArangoDB also is trivial to start up via Docker, has a build-in UI that offers all of the fundamentals, and most of what you'd want outside of more hardcore analysis or data UIs. Implementing any size of cloud instance is trivial, and their datacenter locality is now quite good. ArangoDB uses a performant K/V store based on RocksDB under the covers, including inverted index search out of the box, transactions, dynamic sharding. ArangoDB covers any database need I've had working with B2B/C SaaS products and services, all with a clean built-in interface and easier/possible to scale unlike many problematic document stores that are now rebranding as vector stores rather than (IMHO) getting their fundamentals fixed. **What do you dislike about Arango?** I really don't have dislikes, but there are a couple of things that they could add in the future to improve: * When introduced in 2020ish, their cloud service (then called Oasis) had some issues with memory usage and silent lockups of Coordinators. That has since been resolved and they're adding more and more observability and resilience every year. * They're working on a new replication system, which hopefully can be used as a powerful source for event streaming for auditing, ETL, or other purposes. Other notes: * I'm not convinced that ArangoDB should add vector store capability (I'd want a separate instance to separate the load profile anyway). It may help from a marketing perspective with the current state of the ebb and flow of AI buzz, but I'd rather it not come at the cost of existing core functionality. * While the API offers K/V functionality, performing queries or graph traversals requires writing AQL queries. AQL is very powerful, but there's a learning curve, especially if you're used to SQL. As a SQList, you might at first think that "FOR vertex IN collection; FILTER vertex.valid == true;" is going to perform a table scan and filter, for example. But spending the time will reveal some very powerful functionality not possible with SQL. **What problems is Arango solving and how is that benefiting you?** ArangoDB provides a mechanism for modeling and querying data in a far more intuitive way than RDBMS or other graph/document stores. It streamlines discussions and maintenance of schema and requires less documentation and onboarding overhead. ### 16. ArangoDB For MetaData **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Logistics and Supply Chain | Small-Business (50 or fewer emp.) **Reviewed Date:** November 21, 2024 **What do you like best about Arango?** It is simple. Much better than Mongo. Treating edges as collection, I believe a mster stroke. Enables both graph and document DB at a time **What do you dislike about Arango?** Nothing at time point. Probabaly not yet being comoatiable Gremilian? **What problems is Arango solving and how is that benefiting you?** We have a situation where the meta-data about our solution has complex relationships. At each node, the data needs to be schemaless. We also may need to do traverse the graphs in multiple complex ways. And, do so quickly and have the ability to hos this data platform within our cluster. ### 17. Surprisingly versatile **Rating:** 5.0/5.0 stars **Reviewed by:** Ferdinand B. | Senior IT Product Manager - Next Gen Advisor Tech, Small-Business (50 or fewer emp.) **Reviewed Date:** May 28, 2024 **What do you like best about Arango?** When comparing ArangoDB to other vendors in the space (including ones with large Market Caps) Arango comes out as a better product with better features. Some of the built in features of AQL make it a superior product with other players in the space. **What do you dislike about Arango?** As a smaller player in the space, it is more difficult to convince upper management to go with Arango instead of other vendors (they perceive as being better than Arango) in the space. **What problems is Arango solving and how is that benefiting you?** The graphing features in Arango make it the best choice for our product. ### 18. ArangoDB offers a powerful and user-friendly experience, supported by a evolving community. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** April 03, 2024 **What do you like best about Arango?** What I appreciate most about ArangoDB is its versatility and performance as a graph database, making it an excellent fit for our product's needs. The managed hosting solution offered through ArangoGraph significantly simplifies operations, providing an easy-to-use and reliable service that ensures our applications run smoothly without extensive database management requirements. Additionally, the responsive and helpful customer support team enhances the overall experience, ensuring any issues or questions are promptly addressed. **What do you dislike about Arango?** ArangoDB impresses with its robust performance and managed hosting convenience. However, navigating its advanced features could be smoother with more extensive documentation. While its community is smaller compared to some other databases, growing this supportive network could enrich user resources and collaboration opportunities, enhancing the overall ArangoDB experience. **What problems is Arango solving and how is that benefiting you?** ArangoDB serves as the backbone of our packaging data management, enabling us to efficiently evaluate recyclability and Extended Producer Responsibility (EPR) fee costs of packaging in accordance with country-specific regulations. By leveraging ArangoDB's robust graph database capabilities, we can intricately map and analyze the complex relationships between various packaging materials, regulations, and fees. This not only streamlines our data processing but also enhances the accuracy and speed at which we can provide actionable insights to our clients. ### 19. Created by developers for developers **Rating:** 5.0/5.0 stars **Reviewed by:** Johan S. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 26, 2024 **What do you like best about Arango?** The whole team has said over and over how intuitive the Arango query language is. The threshold for learing it was extremely low and we even have frontend developers writing queries the few times they need something special, instead of coming to the backend developers asking for help to retrieve data from our SQL database. The combination of a document and graph database suits us perfecetly, as our data has lots of connection to each other and in several levels and at the same time we need to be able to aggregate data over periods of time. We are currently in the process of migrating all data from an SQL database to ArangoDB with the goal of completely getting rid of the SQL database and those cumbersome SQL queries. Customer support has been quick to respond the few tickets we have had, even though the tickets have been marked with lowest priority by us when submitting the ticket. **What do you dislike about Arango?** It was a bit of a learning curve on how data is sharded over the nodes in the cluster, which is essential to know in order to get good performance when executing queries. While it's seldom you want to change name of a collection, that is however possible when working with a single standalone server, but it's not possible in a cluster setup. It's not possible to set preferred service hours for maintenance (upgrades) for the clusters in their cloud service, so unless we're initiating upgrades manually they can start during our primetime. **What problems is Arango solving and how is that benefiting you?** As our data is very connected to each other, and in many levels, the graph part helps us to quickly traverse and retrieve data. The query language is very powerful and intuitive and performance (at least for our needs) is on par with SQL databases, so we are migrating all data to Arango, as well as all our queries for aggregating data with the goal to completely replace SQL with ArangoDB. ### 20. Easy to setup and integrate **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** November 05, 2024 **What do you like best about Arango?** Instructions to setup ArangoDB Community (using docker) are clear. Integration with existing project is smooth **What do you dislike about Arango?** Setting up ArangoDB to perform semantic search on a specific node property looks complicated. One needs to define a metric function (e.g., cosine similarity). Would be nice to have a wrapper that does this **What problems is Arango solving and how is that benefiting you?** Storing state machine as a Graph ### 21. Tu be explored **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** November 20, 2024 **What do you like best about Arango?** Its comprehensible. The tutorials are really great, we can fastly have access to the power of graph databases. **What do you dislike about Arango?** For the moment, as it is my begining, I do not have any "dislikes" on the subject. **What problems is Arango solving and how is that benefiting you?** It is used in our clinical data warehouse. ### 22. Arangodb & DigSecurity **Rating:** 4.5/5.0 stars **Reviewed by:** Yuval K. | DevOps, Mid-Market (51-1000 emp.) **Reviewed Date:** June 04, 2024 **What do you like best about Arango?** Ease of integration, platform operational management **What do you dislike about Arango?** nothing specifc at the moment, the platform is working graet **What problems is Arango solving and how is that benefiting you?** it provides the best graph database in the market, as of today ### 23. Great product **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** June 03, 2024 **What do you like best about Arango?** The option to manage graph and collections in the same DB **What do you dislike about Arango?** Their UI is not stable. They can improve the graph visibily. For example if I want to see the node data, I need to "Edit" the node instead of just hover it **What problems is Arango solving and how is that benefiting you?** Managing graph and collection use cases in same DB ### 24. Using ArangoDB as a primary DB for many data models for 2 years **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.) **Reviewed Date:** March 24, 2024 **What do you like best about Arango?** - Powerful and easy to learn query language(AQL). - K8S operator in case you need to run the database in your own cluster. - Quick and accurate support **What do you dislike about Arango?** - sometimes, silly bugs occur i.e: in sorting or propagating data to the followers - visibility of the audit logs in the ArangoGraph platform could be improved **What problems is Arango solving and how is that benefiting you?** Arangodb offers a multi-model database, which suites many cases. It enables me to use it as the primary DB in the organization ### 25. Great DB for real world data **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** October 27, 2023 **What do you like best about Arango?** In real world data scenarios, there is often a mix beteen structured data and unstractured data. The big advantage of ArangoDB is that it allows to store and query both structured and unstuctured data and their complex relations within a single system, making it a lot easier to extract insights from all types of data and also minimizing the attack surface, thus increasing security. Querying can be done with the powerful and extensible AQL query language, via driver packages for languages like TypeScript and Python, and using the powerful and quite unique Foxx microservice package, which also comes with ready to use integration examples for common BI tools. ArangoDB is available for all major operating systems, as a container and as a mangaged service, so it can truly run everywhere, also providing scalability from a standalone single node to a enterprise cluster solution. The community version has a permissive Apache license also allowing commercial use, making it easy to try hands on whether it is the right solution. The commercially available enterprise vLersion provides some additional features like encryption at rest, and a very responsive and effective customer support. **What do you dislike about Arango?** ArangoDB still lacks some granularity in access control. It is possible to grant read-write or read-only access per collcetion basis, but not on a document or attribute level. Exposing only specific data base on the user querying like one would implement with a view in a SQL DB (let's call it "virtual collections" is currently not possible. **What problems is Arango solving and how is that benefiting you?** ArangoDB empowers our users to gain insights from complex structured and unstructured data and integrate these data with additional data processing solutions. ### 26. A great fusion of document and graph database **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** October 27, 2023 **What do you like best about Arango?** ArangoDB lets you model data without duplicating a large amount of data between tables, avoids the need for large join statements due to traversal capabilities, and lets you have loose schemas by storing JSON data. It's easy to deploy and maintain via helm, and enterprise support is excellent. **What do you dislike about Arango?** Traversals can be expensive and/or slow, and optimizing them can be difficult. There's a lot to consider when structuring the data and writing queries. **What problems is Arango solving and how is that benefiting you?** ArangoDB provides us with graph database traversals, vastly simiplifying our queries, and preventing round trips to the database. ### 27. Feature rich Open-Source Graph Database **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** October 26, 2023 **What do you like best about Arango?** Blazing-fast multi-modal database engine, that provides out-of-the box highly-connected (graph) structure querying. Well documented, with amazing support and customer service. **What do you dislike about Arango?** Not the most flexible pricing model. Could benefit from having encryption as a baseline (not enterprise) feature. **What problems is Arango solving and how is that benefiting you?** Exploring highly-connected business entities, that require blazing fast traversal. ### 28. Using arangodb as a primary store on our product **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** October 27, 2023 **What do you like best about Arango?** Complex aql options, geospatial queries, json store **What do you dislike about Arango?** Inability to pivot data, facets calculation performance is poor, only basic fulltext search, no vector store and similarity search for embeddings yet **What problems is Arango solving and how is that benefiting you?** Data analytics for investigation of illicit activities of people. ### 29. Mapping our RDF data to ArangoDB is excellent & many workarounds are provided for business use cases **Rating:** 4.5/5.0 stars **Reviewed by:** Varshini S. | Database Engineer, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** October 12, 2022 **What do you like best about Arango?** ArangeDB provisions DBaaS for our organizational requirements as it acts as the scalable backbone for various graph analytics & complex data structures. It helps determine the connections between multiple database objects within a short duration. This effectively saves from using expensive JOIN operations at query time since the object connections are stored on disk & in memory. **What do you dislike about Arango?** None actually. We can harmonize data from various data stores into the specific semantic model for enhanced visibility and identification of connections. It is useful as we work with plenty of use cases in which we need to analyze the relationship between data points. Also, we can detect network outages faster while using ArangoDB. **What problems is Arango solving and how is that benefiting you?** ArangoDB supports a lot of data models & its simple to incorporate all of them through AranoDB Query Language (AQL). It provides substantial scalability, security & compliance standards for Resource Description Framework (RDF) data sets. We can conveniently replicate any graphs to all database servers within the cluster for optimizing local query execution. Additionally, ArangoDB offers extensive features for LDAP integration, backup encryption & data masking. ### 30. ArangoDb works really well in .NET 6 (WPF) **Rating:** 5.0/5.0 stars **Reviewed by:** Pascal G. | Software engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** August 25, 2022 **What do you like best about Arango?** 1- Easy to use, after the initial learning curve. 2- The best database I ever used. A joy to develop. 3- Really good support trough the Slack server. Every bug and question I had was fixed or answered in less than one day. There seems to be ArangoDB employees on the slack server. (or solid contributors) 4- The graph concept is extremly powerful. Every document is basically "Collection/id". For example, "Persons/1" is the first person. 5- Easy to use your own ID instead of generated ID (you simple pass the _key!) 6- Much much much more flexible than SQL.... in my case, I had to use it because my product enables user to build their own form and database. I wrote 90% less code with ArangoDB than a SQL database (SQLite, postgres). **What do you dislike about Arango?** 2 simples things that can be easily fixed by the company or community : 1- C# nuget package could have better documentation. 2- As of august 2022, ArangoSearch does not have a way to search for every field in an index. However, you can append data in a field, so there's a way to do it. **What problems is Arango solving and how is that benefiting you?** It's an extremly easy way to persist objects in a database. I use 2 sets of objects : one with _id/_key/_rev (for reads and updates) and one without (for adds). The flexibility is extremly important because in my app the user will create its own forms. in my case, I wrote 90% less code with ArangoDb than a SQL database, which is awesome. ### 31. An envisioned graph db using NoSQL technology, aimed at empowering organizations **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Industrial Automation | Enterprise (> 1000 emp.) **Reviewed Date:** May 01, 2023 **What do you like best about Arango?** AQL, graph traversals and ArangoSearch are the most robust capabilities of the product. **What do you dislike about Arango?** ArangoDB Viewer needs an overhaul and advanced analytic capabilities **What problems is Arango solving and how is that benefiting you?** Graph databases can efficiently store complex relationships between various entities, such as products, parts, suppliers, and customers, in a single unified view. This helps to facilitate more accurate and efficient tracking of these relationships, which is critical for effective engineering change implementation, identification of obsolescence parts, identifying critical paths for production planning etc ### 32. A Graph Database with powerful in built capabilities in **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.) **Reviewed Date:** July 29, 2022 **What do you like best about Arango?** The fact that ArangoDB has graphs around named and anonymous graphs and with a specific graph traversal syntax. In addition, ArangoDB also has the functionality of GeoJSON **What do you dislike about Arango?** Some of the functions are rather specific to ArangoDB and functions like COLLECT in ArangoDB is too unique that it may be a little localized in some ways. Also, with specialized functions comes a learning curve. **What problems is Arango solving and how is that benefiting you?** The ability to transform data, for text processing and searching, and with a standalone or combination with Views is a primary business case of working with ArangoDB. This leads to text manipulation, tokenization of words and value handling easy. ### 33. A GraphDB that is fast, stable, and extremely feature rich! **Rating:** 5.0/5.0 stars **Reviewed by:** Karim N. | Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** September 17, 2021 **What do you like best about Arango?** Definitely the greatest thing about this DB is its versatility. It is a swiss army knife of data storage, and comes with a very rich AQL query language that has a low learning curve and allows for tons of possibilities to manage and query documents, key-value, and graph data! Last but not least, it supports search via ArangoSearch which is comparable to Elastic Search, and also provides a way to have a REST API or GraphQL endpoint via its Foxx services, which integrates deep into the DB. Needless to say, of course, it integrates very well with Kubernetes and even has its own operator. As for language support, they offer well-maintained libraries for all the main programming languages in use today. All of this is free and open-source! And when you become successful, you can switch to their premium offering ArangoOasis that can run in your preferred cloud for even more peace of mind. To recap, if you are looking for a good GraphDB, then look no more, because you have just found a gem! **What do you dislike about Arango?** Honestly, nothing. I just which they advertised better the fact that GraphQL can be used fully via their Foxx microservices. **Recommendations to others considering Arango:** This is a good and well-supported open-source multi-modal graph-able DB software, it has a vibrant community and is definitely an all-into-one solution for data for any computing use from the web, to apps, and even analytics. **What problems is Arango solving and how is that benefiting you?** Use it to map out a complex field of information, and to power multiple web apps and services. If you want Postgres, MongoDB, Redis, and ElasticSearch combined into one software, use ArangoDB. ### 34. CEO of USPA Technology and create of LEO CDP **Rating:** 4.5/5.0 stars **Reviewed by:** Trieu N. | Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** April 30, 2022 **What do you like best about Arango?** easy to learning, simple daabase administration and strong query language **What do you dislike about Arango?** Arango Web Interface is not supported for multi-tab UI query **What problems is Arango solving and how is that benefiting you?** building data warehouse easier, multi-model database can simplify the data pipeline ### 35. Immense Flexibility With ArangoDB **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Leisure, Travel & Tourism | Small-Business (50 or fewer emp.) **Reviewed Date:** July 28, 2021 **What do you like best about Arango?** We have a mapping platform that has an immense amount of GeoJson data. During our platform architecture phase, having a graph database was a major requirement. We began the search through the more popular graph databases only to find that none of them handled GeoJson natively. This meant that we would need two databases, a graph database and one that natively handled GeoJson aka a NoSQL database. We were not happy....then we found ArangoDB which stores document, graph, and key-value data PLUS GeoJson natively. **What do you dislike about Arango?** So far, we do not find anything that we really do not like. If there was anything, it might be that their annual enterprise license is quite steep. **Recommendations to others considering Arango:** Move off of your document and key-value databases and provide more intelligence to your data no matter what data store type you have. **What problems is Arango solving and how is that benefiting you?** This was covered in the first question, but to summarize, it is the ability to handle GeoJson data in a graph relationship. Truly brilliant. ### 36. ArangoDB is the modern solution to the modern problem! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** July 15, 2021 **What do you like best about Arango?** ArangoDB is the best database I have used so far. The multi-model approach of storing graphs, documents, k/v and search all in one solution is a game-changer + IT SCALES! ArangoDB is really easy to pick up and everything seems very logical. The AQL (Arango query language) is very simple and intuitive, it took me and the team a couple of hours to get comfortable in writing queries. We were looking into TigerGraph and Neo4j before ArangoDB and it was not a hard decision to make, Neo4j simply doesn't scale (as we saw in our testing) and TG, even though being very performant was way too complex and writing queries was a nightmare to be honest. **What do you dislike about Arango?** The graph visualizer. It is ok, it has all the basic functions but it stops there. I hope that is next on their roadmap as this is the only area I see them being behind some of their competitors. **Recommendations to others considering Arango:** The support that ArangoDB provides is top-notch and very helpful. Give this technology a shot, there is so much you can do with it **What problems is Arango solving and how is that benefiting you?** We are using ArangoDB as a Knowledge Graph and for fraud detection ### 37. Simple to use and keeps NoSQL documents clean **Rating:** 4.5/5.0 stars **Reviewed by:** Asimeet P. | Technical Application Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** September 08, 2021 **What do you like best about Arango?** No messy foreign table key references, clean edge documents to link documents **What do you dislike about Arango?** I can't find anything to dislike apart from the fact that it is not yet as popular as other NoSQL databases used for production environments. **What problems is Arango solving and how is that benefiting you?** I used arango for a start-up that I was working for. It was suitable for creating flexible schemas to store health-care related information. 1. No messy foreign table key references, clean edge documents to link documents 2. Query language AQL is easy to learn and has a lot of optimizing functions 3. The documentation is neat and covers everything 4. Quick graph-based traversals. ### 38. WeBill MD Review **Rating:** 4.5/5.0 stars **Reviewed by:** Ayal R. | Managing Director, Small-Business (50 or fewer emp.) **Reviewed Date:** July 30, 2021 **What do you like best about Arango?** Multi Dimensional capabiltiies. The excellent query abilities and integration into language drivers. Optimial geo-queries. The Foxx environment allows for interesting microservice scenariois. **What do you dislike about Arango?** INability to unit test foxx database interacvtions on the client. Need for foxx mocking libraries. **What problems is Arango solving and how is that benefiting you?** Mpping extremely complex utility networks and billing scenarios. The ARANGODB vertice-edge integration with AQL and client drivers made the data modelling on these complex scenarios effortless. ### 39. ArangoDB a great database to build and deploy applications on interconnected & intelligent data. **Rating:** 4.5/5.0 stars **Reviewed by:** Amardeep Singh S. | Managing Partner & Data Scientist, Small-Business (50 or fewer emp.) **Reviewed Date:** July 28, 2021 **What do you like best about Arango?** The best feature of ArangoDB is that it is a mature multi-modal database. We are using out-of-box features to create graph and document databases at the same time. AQL and Javascript native FOXX are easy to implement. ArangoDB is open source. **What do you dislike about Arango?** Creating Property graphs is easy. However, there is no direct way to create RDF/ OWL graph. RDF triples are useful in machine learning **What problems is Arango solving and how is that benefiting you?** We are developing applications on top of a semantic graph. ArangoDB architecture encourages microservices architecture, enabling us to design services in short iterative cycles. ### 40. Beautiful query language, best performance **Rating:** 5.0/5.0 stars **Reviewed by:** Nate G. | Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** April 13, 2021 **What do you like best about Arango?** The query language is incredibly convenient. The performance is excellent. Top marks for ease of use, flexibility, and performance. Scalability is good. **What do you dislike about Arango?** The built-in graph visualization isn't optimal, but third-party graph visualizations integrate well enough to compensate. It doesn't have quite as extensive an external ecosystem as Neo4J. **Recommendations to others considering Arango:** Take advantage of ArangoDB's support offering. The ArangoDB support team's data modeling expertise hepled us a lot when designing complex applications. ArangoDB is also a very responsive company to feedback. **What problems is Arango solving and how is that benefiting you?** We're integrating complex bill of material datasets with supply chain, customer analytic, finance, and manufacturing data. ### 41. Very flexible, easy to understand and work with. **Rating:** 5.0/5.0 stars **Reviewed by:** Sotiris M. | Frontend Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** October 13, 2020 **What do you like best about Arango?** The AQL query language is the best by far. What I also like a lot is that you can start using arango as a replacement for mongo and progressively as the project scales you might need the search or graph etc so no extra database is needed, and that's awesome! **What do you dislike about Arango?** What I don't like is the fact that if you want to start using the cloud version, you have to go to a paid version from day one. There should be a free tier for people to play around for very small projects. AWS, Google etc have free tiers for their databases to attract more developers to use their services. **What problems is Arango solving and how is that benefiting you?** For me, what I found great is the ability to make complex queries very easily using AQL. Also what is great is that you combine multiple database types into one. ### 42. Ease of Use n least complex **Rating:** 4.5/5.0 stars **Reviewed by:** siva k. | Founder and CTO, Small-Business (50 or fewer emp.) **Reviewed Date:** October 26, 2020 **What do you like best about Arango?** Being a startup our solution went through multiple iterations and changes at a rapid pace, we were able to keep up with the changes on the data side easily with Arangodb. Queries are simple and straightforward making complex querying easy. The web interface enables the rest of the team with the least Arangodb knowledge to cope easily. Strongly recommend for growing teams and startups. **What do you dislike about Arango?** The community is not big and matured yet. **Recommendations to others considering Arango:** If you are an early-stage startup look no further, just go ahead with ArangoDB **What problems is Arango solving and how is that benefiting you?** Being a startup our development was rapid and went through multiple iterations of change. Most importantly the entire team need not understand aql to keep up with the DB, that saved a lot of development time. ### 43. Arango review **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Small-Business (50 or fewer emp.) **Reviewed Date:** September 05, 2021 **What do you like best about Arango?** The aql query features and python libraries. **What do you dislike about Arango?** Nothing, arango is pretty good, no problem in my usecase **Recommendations to others considering Arango:** It's good just follow the documentation **What problems is Arango solving and how is that benefiting you?** Knowledge graph based machine learning ### 44. Modern multi model database **Rating:** 5.0/5.0 stars **Reviewed by:** Sajeev R. | API Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** October 22, 2020 **What do you like best about Arango?** Multi model AQL Foxx Microservices framework Arango search Arango Oasis Arangdb brings database technology to the next level. It simplifies the data model in an organisation by going away from the need of polyglot persistence. AQL is an amazing stuff which combines all the data model in one query and it’s ability to return back data in various structures. The recent addition of Arango search is a promising feature which can currently perform good amount of search patterns with out needing any additional persistence from the application. In my opinion Arango is a true multi model database which can perform a variety of user requirements. I really enjoyed working with it. **What do you dislike about Arango?** I think the Arango web UI can be enhanced to have many features which includes taking hot backups **What problems is Arango solving and how is that benefiting you?** We used it in the Identity And Access Management domain where lot of inter connected data is there. ### 45. Simple yet powerful. **Rating:** 5.0/5.0 stars **Reviewed by:** Sunil G. | Software Development Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** October 28, 2020 **What do you like best about Arango?** This database is very simple to visualize and implement your data models. Also the querying in AQL are pretty simple. Anyone with basic programming knowledge too can adapt to it quickly. The graph features provide a completely different picture. **What do you dislike about Arango?** Not much about the database, but the documentation for the drivers of arango is quite ambiguous & not well written. It could have been much simpler. **Recommendations to others considering Arango:** It is a very good choice for most business requirements. It can do everything that traditional SQL does, and much more than that with much more simplicity. You can design your queries very similar to sql. **What problems is Arango solving and how is that benefiting you?** Basically, the main difference that it makes is how we relate one entity to other. This is very simple to do in arango using its graph features. ### 46. MultiModel with Graphs **Rating:** 5.0/5.0 stars **Reviewed by:** Adepu N. | Senior Java Developer, Mid-Market (51-1000 emp.) **Reviewed Date:** October 28, 2020 **What do you like best about Arango?** Edges and Graphs. High performance in queries. **What do you dislike about Arango?** Seen some installation issue in customer sites. AQL custom query language. **Recommendations to others considering Arango:** If you are looking for document with graph based databases, then It is ArangoDB at best **What problems is Arango solving and how is that benefiting you?** Storing relations in edges, solved complex queries implementation. Easy creations of databases and users. Graphs helps to figure out the relationship between the different collections. Synchronous and asynchronous replication. Arango commands for backup and restores ### 47. Excellent graph database **Rating:** 5.0/5.0 stars **Reviewed by:** Linghui Z. | Mid-Market (51-1000 emp.) **Reviewed Date:** January 30, 2020 **What do you like best about Arango?** 1. It' easy to install both a single ArangoDB instance and ArangoDB cluster cross different OS, including CentOS, Ubuntu, MacOS and Windows. You could try and test graph database just through several steps. 2. The AQL is easy to learn and understand. The official document about AQL is very detailed. Everyone could learn it just by reading the AQL document. 3. The most important thing is that the AQL for graph traversal is very efficient. For a graph consisting of one hundred thousand nodes, it takes half an hour to query all rings which includes 6 to 12 nodes. 4. ArangoDB is schema free for a big graph. So it's easy to modify the graph structure without considering different problems. 5. ArangoDB support different cluster modes. That means however big your data is ArangoDB could dynamically scale out or in. **What do you dislike about Arango?** 1. The graph display is not as clear as Neo4j. Although the GUI is not so important for a programer, it's a big problem for general customers because a beautiful and clear GUI could be more understandable for them. 2. ArangoDB could consider supporting Cypher. Cypher is easier to understand and many people have learnt it so maybe they don't like to learn so many different query languages. **What problems is Arango solving and how is that benefiting you?** I use ArangoDB for the vehicle insurance fraud scenario. In that scenario, a group of fraudsters work together to make fake car accidents and claim body injuries and car damages. If we just check or use traditional statistical method to inspect a single car accident, a series of car accidents look normal and independently. It is very hard to recognize the fraudsters by machine learning methods because the fraud sample is rare and it's hard to label different group of fraudsters. However, we modeled all the cases via a graph. Specifically, the claim cases are modeled as nodes and first drivers, third-party drivers, passengers etc are also modeled as nodes. All persons are connected by claim case node via relationship edges. Then we search lots of abnormal rings which is capable of revealing relationship between persons who are acting like perfect strangers. ArangoDB is so excellent to store and query a graph. ### 48. Almost a full package with all basic requirements needed to develop a product. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** October 25, 2020 **What do you like best about Arango?** One of the best database which gives almost all the features that needed for developing a product. Gives a very good performace, great community, great documentation etc. **What do you dislike about Arango?** The product we are developing it gives everything we need. So nothing so far. **What problems is Arango solving and how is that benefiting you?** A social networking website which needed graph model as well as search functionality and arangodb giving everything we needed. ### 49. So Rich and Well Put Together **Rating:** 5.0/5.0 stars **Reviewed by:** John G. | Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** November 21, 2019 **What do you like best about Arango?** Migrating a project to ArangoDB from a document DB was intimidating at first but with all the tools it comes packing made it much easier. The query language has a pretty shallow learning curve while at the same time equipping you with so much power. The rich web interface was the most useful for me; it allowed me to play around with data and queries before committing anything to actual implementation. **What do you dislike about Arango?** I've had no complaints so far, but I'll be sure to raise if I have any **Recommendations to others considering Arango:** Coming from a document DB, ArangoDB is quite easy. Only some minor refactoring required to be up and running, then you can proceed to implement the other features **What problems is Arango solving and how is that benefiting you?** Enforcing integrity and consistency of stored data was becoming tedious with increasing complexity. ArangoDB took away all the checks and rules that had to be hardcoded in the application ### 50. Power packed, easy, no learning curve ! **Rating:** 5.0/5.0 stars **Reviewed by:** Devaroop B. | Data Engineer, Financial Services, Mid-Market (51-1000 emp.) **Reviewed Date:** November 28, 2019 **What do you like best about Arango?** This db is a power house of all no sql possibilities. With an active forum and slack channels, the support provided (even for community users) is great. We had used Neo4j before but it limits a lot of things for its enterprise edition and hence we moved on to Arango and we are indeed happy. **What do you dislike about Arango?** The docs are incomplete at a few places. Initially it was a bit difficult to find answers, but the Slack groups were super helpful. **Recommendations to others considering Arango:** Just go for it. It has really good support and the ease of usage will blow your mind. **What problems is Arango solving and how is that benefiting you?** We have a many to many relationship data analysis problem. After trying SQL (postgres) and Neo4j, we moved to ArangoDB and since then we are happy. ## Arango Discussions - [How was the experience with driver support and documentation.](https://www.g2.com/discussions/32930-how-was-the-experience-with-driver-support-and-documentation) - 1 comment, 1 upvote - [What is ArangoDB used for?](https://www.g2.com/discussions/what-is-arangodb-used-for) - 1 comment - [Is ArangoDB free?](https://www.g2.com/discussions/is-arangodb-free) - 1 comment - [View Arango pricing details and edition comparison](https://www.g2.com/products/arango/reviews?filters%5Bnps_score%5D%5B%5D=5§ion=pricing&secure%5Bexpires_at%5D=2026-08-13+00%3A03%3A42+-0500&secure%5Bsession_id%5D=5eb5baf4-0b43-43ca-a6e2-b9fc922fabb4&secure%5Btoken%5D=f4b76cfb29c83f04efd1b749f70f9b3479363a6bcdd92092ceba13f203c1106d&format=llm_user) ## Arango Integrations - [Firebase](https://www.g2.com/products/firebase/reviews) - [MongoDB](https://www.g2.com/products/mongodb/reviews) - [Python](https://www.g2.com/products/python/reviews) ## Arango Features **Compatibility** - Federated Search - File Types - Global Language Support **Data Management** - Data Model - Data Types **Data Management** - Data Model - Data Types - Built - In Search - Event Triggers - Semantic Search **Data Management** - Data Model - Data Types - Built - In Search - Event Triggers - Query Language **Agentic AI - Enterprise Search Software** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making - AI/Machine Learning **Configuration** - Application Performance - Orchestration - Database Monitoring - Anomaly Detection - Network Security **Search Queries** - Typo Tolerance - Faceted Search - Highlighting - Natural Language - Full Text Search **Availability** - Auto Sharding - Auto Recovery - Data Replication **Availability** - Auto Sharding - Auto Recovery - Data Replication - Backup and Recovery - Real-Time Data **Availability** - Auto Sharding - Auto Recovery **AI powered search - Enterprise Search Software** - Generative RAG (Retrieval augmented generation) - Relevance Tuning - NLP & Semantic search - Fuzzy Search **Database Administration** - Provisioning - Governance - Auditing **Functionality** - Integrations - Visual Analytics - Real-Time Analytics **Performance ** - Integrated Cache **Performance** - Query Optimization - Ad hoc Query **Performance** - Query Optimization **Compatibility - Enterprise Search Software** - File Types - Federated Search - Global Language Support **Additional Functionality** - Sentiment Analysis - Data Import/Export - Behavior Tracking - Data Storage Management - Single Sign On - AI Copilot - API - Multiple Data Sources - Activity Dashboard - Forecasting - Metadata Management - File Management - Text Analysis - Drag & Drop - Compliance Management - Tagging - Indexing - Autocomplete - For eCommerce - Customer Database - Catalog Management - Query Suggestions - Document Management - Access Controls/Permissions - Content Management - Generative AI - Task Management - Reporting & Statistics - Search/Filter - Data Capture and Transfer - Data Visualization - Alerts/Notifications - For Enterprises - User Management **Availability** - Scalability - Backup - Archiving - Indexing **Security** - Data Masking - Authentication And Single Sign-On - Data Anonymization **Security** - Role-Based Authorization - Authentication - Audit Logs - Encryption **Security** - Role-Based Authorization - Authentication - Audit Logs - Encryption **Security** - Role-Based Authorization - Authentication - Audit Logs - Encryption **Functionality - Enterprise Search Software** - Personalization - Search Analytics - Integrations **Data Management** - Data Replication - Advanced Data Analytics **Support** - Multi-Model - Operating Systems **Support** - Multi-Model - Operating Systems - BI Connectors - Data Connectors **Support** - Multi-Model - BI Connectors - Operating Systems **Search Queries - Enterprise Search Software** - Highlighting - Faceted Search - Typo Tolerance - Synonyms **Additional Functionality** - Database Conversion - Monitoring - Activity Dashboard - Data Extraction - Reporting/Analytics - Automatic Backup - Real-Time Monitoring - Audit Management - Data Visualization - Ad hoc Reporting - Compliance Management - Indexing - Search/Filter - Alerts/Notifications - Data Verification - Performance Testing - Data Capture and Transfer - Security Auditing - Access Controls/Permissions - Role-Based Permissions - Data Mapping - Data Retrieval - AI Copilot - Third-Party Integrations - Generative AI - Configuration Management - Audit Trail - For NoSQL Databases - Data Import/Export - Data Migration - Data Synchronization - API - Serverless Accessibility - Multiple Data Sources **Database Features** - Storage - Availability - Stability - Scalability - Security - Data Manipulation - Query Language ## Top Arango Alternatives - [Azure Cosmos DB](https://www.g2.com/products/azure-cosmos-db/reviews) - 4.2/5.0 (59 reviews) - [Redis Software](https://www.g2.com/products/redis-software/reviews) - 4.5/5.0 (132 reviews) - [Couchbase](https://www.g2.com/products/couchbase/reviews) - 4.3/5.0 (143 reviews)