Denodo and MuleSoft Anypoint Platform compete in the realms of data virtualization and API management, respectively. Denodo has a slight edge in data integration and virtualization, while MuleSoft excels in API management and integration with systems like Salesforce.
Features: Denodo offers excellent data virtualization and integration with diverse sources, a robust semantic layer, and strong traceability. MuleSoft Anypoint Platform is favored for API management and integration via CloudHub, offering numerous connectors and efficient API development, benefiting from integration with platforms like Salesforce.
Room for Improvement: Denodo needs to enhance its data catalog and semantic data integration, improve connectivity and documentation. MuleSoft should consider a more flexible pricing model and improve error logging and support to cater to smaller enterprises and technically less adept users.
Ease of Deployment and Customer Service: Both Denodo and MuleSoft allow cloud and on-premises deployment. Denodo garners mixed reviews for customer support, while MuleSoft is known for robust support and direct issue resolution. Denodo offers strong documentation but could enhance community engagement, whereas MuleSoft needs pricing adjustments to fit different business sizes.
Pricing and ROI: Denodo's high pricing suits large enterprises, yielding significant ROI through improved data processing. MuleSoft is also costly, with a complex cost structure focused on volume and vCores, yet planning allows for economies of scale. Both platforms offer positive ROI but require cost justification for smaller or budget-conscious enterprises.
Denodo's customer support team is very competent and responsive.
If we raise a ticket, it can be resolved or addressed within a reasonable time frame, so support is good.
The documentation is very thorough.
The Salesforce team offers different levels of support.
The support team is responsive and helpful.
For huge data requests, it cannot scale automatically; admin action is required.
While the solution scales well on a single machine, I have doubts about its scalability when deployed as part of a Java component cluster.
Its complexity in configuring and the requirement to install different connectors for different sources affects its scalability.
MuleSoft Anypoint Platform is quite scalable, and it meets our use cases with no issues preventing implementation.
MuleSoft provides the ability to scale, yet it is costly to do so.
If JVM does not function properly, it may cause Denodo to fail to connect to different sources.
I would rate it nine out of ten because it is very reliable, always performing as expected.
The system has dependencies on other environments, like JVM, which can affect its performance.
Denodo needs better communication on how the product can be deployed for specific solutions.
Ensuring data caching is up to date is critical.
MuleSoft is considered expensive, so pricing is a major concern.
Currently, it uses other standards, but adopting OpenAPI, the standard in the market, would be beneficial.
When dealing with multiple transactions or trading, the system can lose control, and tracking becomes hectic.
Denodo is considered pricey, limiting its use to large enterprises or government organizations that can afford its comprehensive setup.
Denodo's pricing is not affordable for small companies and is more suitable for medium to large enterprises.
MuleSoft is considered one of the more expensive products in the market.
I do not know the specific costs, but given that it is part of MuleSoft, I suspect it is not cheap.
The platform reduces manual workload in maintaining infrastructure, but it does come with some cost considerations.
Denodo's ability to connect to multiple data sources and perform extract-transform-load (ETL) operations on the fly is noteworthy.
Denodo supports SQL base, so if you want to join two tables or two views, you can use SQL, which is an advantage as most developers or business people know SQL.
The most valuable feature of Denodo is its uniformity of self-site data access types, which allows it to connect to almost any storage technology and feed it transparently.
The platform is integrated with Salesforce, making it preferable when using Salesforce products.
The most valuable feature is the full lifecycle management, including Anypoint Designer and Exchange, as well as Discofolio API.
MuleSoft Anypoint Platform helps to standardize data integration approaches, making it easier to implement integration projects.
Product | Market Share (%) |
---|---|
MuleSoft Anypoint Platform | 7.1% |
Denodo | 3.2% |
Other | 89.7% |
Company Size | Count |
---|---|
Small Business | 13 |
Midsize Enterprise | 6 |
Large Enterprise | 19 |
Company Size | Count |
---|---|
Small Business | 21 |
Midsize Enterprise | 12 |
Large Enterprise | 29 |
Denodo is a leading data integration, management, and delivery platform that uses a logical approach to enable data science, hybrid and multi-cloud data integration, self-service BI, and enterprise data services. Organizations of different sizes across various industries utilize the product to get above the data silos. The solution offers organizations the freedom to migrate data to the cloud, or logically unify data warehouses and data lakes, without affecting business. This can ultimately result in the evolution of data strategies.
The platform accelerates data provisioning through reduced data replication, provides business users the freedom to select their preferred applications, and enables consistent security and governance across multiple systems. The solution offers one of the leading logical data fabric solutions by initiating data virtualization and eliminating the complexity and exposing the data in business-friendly formats.
Denodo also offers modern data integration and management for hybrid and multi-cloud environments for Denodo Platform for Cloud. This service can be purchased through the bring-your-own-license (BYOL) option. Users seeking faster deployment can license the product to popular cloud providers, including Amazon AWS, Google Cloud Platform, and Microsoft Azure. The solution integrates, manages, and delivers data in complex environments with high performance, governance, and security. It also offers additional solutions, such as the Denodo Platform for Cloud Modernization, the Denodo Platform for Cloud Data Integration, and the Denodo Platform for Cloud Analytics, which overcome common cloud data challenges.
Denodo Features
At the beginning of 2022, version 8.0 of Denodo introduced several new key features of the platform. These include:
Denodo Benefits
Denodo offers various benefits for its users through its services. Some of the greatest advantages of using this platform include:
Reviews from Real Users
Naresh M., a senior application developer at a financial services firm, appreciates Denodo because it offers quick and simple web services creation.
Alisson M., a senior BigData DevOps engineer at Schaeffler, says that Denodo is great for queries and scouting data.
MuleSoft Anypoint Platform provides API management and integration capabilities with scalability, ensuring seamless connectivity across systems.
MuleSoft Anypoint Platform offers API management and integration capabilities within a user-friendly interface. With a range of connectors and the ability to handle integration patterns, it enables data integration across environments with support for API-led connectivity. High scalability, observability, batch processing, and tooling are key features, enhancing performance while simplifying deployment.
What are the standout features of MuleSoft Anypoint Platform?MuleSoft Anypoint Platform is employed by organizations for API management and seamless integration across systems in industries like retail and e-commerce. It connects enterprise applications in environments such as SAP and Salesforce. Users leverage it for data transformation and synchronization, achieving efficient real-time processing and a middleware layer across systems.
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