Software Alternatives, Accelerators & Startups
Register | Login

Apigee VS Azure Databricks

Compare Apigee VS Azure Databricks and see what are their differences

Piloterr
Piloterr web scraping API handles headless browsers, rotates proxies for you, and offers a library featured
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.
Contents:
  1. » Base Details
  2. » Videos
  3. » Reviews
  4. » Alternatives

Apigee logo Apigee

Intelligent and complete API platform

Azure Databricks logo Azure Databricks

Azure Databricks is a fast, easy, and collaborative Apache Spark-based big data analytics service designed for data science and data engineering.
  • Apigee Landing page
    Landing page //
    2023-05-08
  • Azure Databricks Landing page
    Landing page //
    2023-04-02

Apigee features and specs

  • Robust API Management
    Apigee offers comprehensive API management capabilities, including API design, development, security, analytics, and lifecycle management. This makes it a powerful platform for managing complex API ecosystems.
  • Security Features
    Apigee includes a variety of robust security features such as OAuth, JWT validation, and threat protection, ensuring that APIs are secure from potential threats and unauthorized access.
  • Scalability
    As part of Google Cloud, Apigee is built to scale easily. It can handle large volumes of API requests effortlessly, making it suitable for both small businesses and large enterprises.
  • Analytics and Monitoring
    Apigee provides detailed analytics and monitoring tools that give insight into API usage, performance, and error rates. These insights help in optimizing and troubleshooting APIs systematically.
  • Developer Portal
    Apigee includes a customizable developer portal where developers can register, discover, and test APIs, enhancing the developer experience and fostering community engagement.
  • Seamless Integration
    Apigee integrates well with other Google Cloud services as well as third-party applications, providing a unified environment for various cloud services.
  • Policy-Driven Approach
    Apigee’s policy-driven approach allows users to implement complex logic and transformations on APIs through configuration rather than code, streamlining the development process.

Possible disadvantages of Apigee

  • Cost
    Apigee can be expensive, especially for startups and small businesses. The pricing model is generally suited for larger enterprises with significant API traffic.
  • Complex Setup
    Setting up Apigee can be complex and may require a steep learning curve for those new to API management platforms. This can result in longer onboarding times and higher initial setup costs.
  • Performance Overhead
    The extensive features and policies offered by Apigee can introduce performance overhead that might affect API response times, especially if not configured correctly.
  • Limited Customization of Analytics
    While Apigee provides comprehensive analytics out-of-the-box, the customization options for these analytics are somewhat limited compared to more flexible, dedicated analytics platforms.
  • Dependency on Google Cloud
    While integration with Google Cloud services is a pro, it also means that Apigee is more beneficial within the Google ecosystem, potentially limiting its attractiveness for businesses using other cloud platforms.
  • Vendor Lock-in
    Using Apigee could lead to a level of vendor lock-in, making it complex and potentially cost-prohibitive to switch to another API management solution once fully integrated.
  • Overhead for Simple Use-Cases
    For simpler API management needs, Apigee might be overkill, introducing unnecessary complexity and cost, when a lighter, more straightforward solution might suffice.

Azure Databricks features and specs

  • Scalability
    Azure Databricks enables easy scaling of workloads up or down, allowing users to handle large volumes of data and perform distributed processing efficiently.
  • Integration
    Seamlessly integrates with other Azure services, such as Azure Data Lake Storage and Azure SQL Data Warehouse, facilitating a streamlined data pipeline.
  • Collaboration
    Offers collaborative features like notebooks that allow multiple users to work together easily on data analytics projects.
  • Performance Optimization
    Built on top of Apache Spark, Azure Databricks provides high performance and optimized execution for data engineering and machine learning tasks.
  • Managed Service
    As a fully managed service, it handles infrastructure provisioning and maintenance, enabling users to focus on data insights rather than backend management.

Possible disadvantages of Azure Databricks

  • Cost
    Azure Databricks can be expensive, particularly for large-scale and long-running workloads, which may be a concern for budget-conscious organizations.
  • Complexity
    Despite its capabilities, Azure Databricks may have a steep learning curve, especially for users not familiar with Apache Spark.
  • Vendor Lock-in
    Leveraging Azure-specific services can lead to vendor lock-in, making it challenging to migrate workloads and data to other cloud platforms.
  • Limited Offline Capabilities
    As a cloud-native service, it requires an active internet connection and might not suit scenarios that require offline processing.
  • Compliance Concerns
    Due to Azure Databricks' integration with Azure, users need to carefully manage compliance and data governance, which might be complex in multi-regional deployments.

Analysis of Apigee

Overall verdict

  • Apigee is considered a strong choice for API management, especially for organizations looking for an enterprise-grade solution with extensive features for analytics, security, and lifecycle management.

Why this product is good

  • Apigee, a platform offered by Google Cloud, is highly regarded for its comprehensive API management capabilities. It provides robust tools for analytics, security, and monetization, making it suitable for large enterprises that need to manage complex API ecosystems. Apigee's integration with Google Cloud adds additional value by offering scalability, reliability, and access to Google's machine learning and cloud services.

Recommended for

  • Large enterprises with complex API ecosystems
  • Organizations needing advanced analytics and monitoring capabilities
  • Businesses looking to integrate their API management with Google Cloud services
  • Teams that prioritize security and monetization features in API management

Apigee videos

+ Add

Apigee Edge: Analytics Demo

More videos:

  • Review - Using Apigee Edge to create and publish APIs that developers love (Google Cloud Next '17)
  • Review - Manage the full API lifecycle with Apigee Edge API platform (Google Cloud Next '17)

Azure Databricks videos

+ Add

Azure Databricks is Easier Than You Think

More videos:

  • Review - Ingest, prepare & transform using Azure Databricks & Data Factory | Azure Friday
  • Review - Azure Databricks - What's new! | DB102

Category Popularity

0-100% (relative to Apigee and Azure Databricks)

Apigee

Azure Databricks

API Tools
100 100%
API Tools
0% 0
Technical Computing
0 0%
Technical Computing
100% 100
APIs
100 100%
APIs
0% 0
Office & Productivity
0 0%
Office & Productivity
100% 100

User comments

Share your experience with using Apigee and Azure Databricks. For example, how are they different and which one is better?
Log in or Post with

Reviews

These are some of the external sources and on-site user reviews we've used to compare Apigee and Azure Databricks

Apigee Reviews

Top 9 MuleSoft Alternatives & Competitors in 2024
Apigee, one of the prominent MuleSoft alternatives, stands out as a powerhouse for your team looking for unparalleled integration and automation capabilities. Designed with simplicity and efficiency, Apigee empowers you to streamline processes, enhance connectivity, and propel digital transformation forward.
Source: www.zluri.com
Top 10 Best API Management Tools with Feature Comparison
With Apigee API management solutions, the developers can build and deliver the applications.
Source: www.softwaretestinghelp.com
15 Best Postman Alternatives for Automated API Testing [2022 Updated]
Apigee is an excellent alternative to Postman if you want to try an API tool. This platform helps develop and manage APIs by later fronting services with a proxy. Apigee has two significant components called services and runtime, where services enable API proxies’ creation, management, and deployment. Meanwhile, Apigee runtime is a collection of runtime services. It allows...
Source: testsigma.com
15 BEST SoapUI Alternatives (2022 Update)
Apigee is a cross-cloud API testing tool. It allows the user to measure and test API performance, supports and build API using other editors like Swagger. It offers security and governance policies across all APIs.
Source: www.guru99.com
API Testing with Postman and Postman Alternatives
Apigee is a cross-cloud API testing tool that allows users to measure and test API performance, supports, and builds API using other editors like Swagger. Apigee is one of the leaders in the Gartner Magic Quadrant 2019 for Full Lifecycle API Management for the fourth consecutive time.
Source: www.softwaretestingclass.com

Azure Databricks Reviews

10 Best Big Data Analytics Tools For Reporting In 2022
Azure Databricks is a data analytics tool optimized for Microsoft’s Azure cloud services solution. It provides three development environments for data-intensive apps, namely Databricks SQL, Databricks Machine Learning, and Databricks Data Science & Engineering.The platform supports languages including Python, Java, R, Scala, and SQL, plus data science frameworks and...
Source: theqalead.com

Social recommendations and mentions

Based on our record, Apigee seems to be a lot more popular than Azure Databricks. While we know about 22 links to Apigee, we've tracked only 2 mentions of Azure Databricks. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Apigee mentions (22)

View more

Azure Databricks mentions (2)

  • Top 30 Microsoft Azure Services
    In the big data space, Azure offers Azure Databricks. This is an Apache Spark big data analytics and machine learning service over a Distributed File System. The distributed cluster of nodes running analytics and AI operations in parallel allow for fast processing of large volumes of data and integration with popular machine learning libraries such as PyTorch unleash endless possibilities for custom ML. - Source: dev.to / almost 4 years ago
  • ZooKeeper-free Kafka is out. First Demo
    https://azure.microsoft.com/en-us/services/databricks. - Source: Hacker News / about 4 years ago

What are some alternatives?

When comparing Apigee and Azure Databricks, you can also consider the following products

Postman - The Collaboration Platform for API Development

IBM Cloud Pak for Data - Move to cloud faster with IBM Cloud Paks running on Red Hat OpenShift – fully integrated, open, containerized and secure solutions certified by IBM.

MuleSoft Anypoint Platform - Anypoint Platform is a unified, highly productive, hybrid integration platform that creates an application network of apps, data and devices with API-led connectivity.

MicroStrategy - MicroStrategy is a cloud-based platform providing business intelligence, mobile intelligence and network applications.

RapidAPI for Mac - Paw is a REST client for Mac.

MyAnalytics - MyAnalytics, now rebranded to Microsoft Viva Insights, is a customizable suite of tools that integrates with Office 365 to drive employee engagement and increase productivity.

Loading...