{"id":3980,"date":"2025-02-27T15:24:01","date_gmt":"2025-02-27T15:24:01","guid":{"rendered":"https:\/\/qyrus.com\/qapi\/?p=3980"},"modified":"2025-07-01T07:39:37","modified_gmt":"2025-07-01T07:39:37","slug":"what-is-the-difference-between-soap-vs-rest-vs-graphql-vs-streams-which-api-approach-is-right","status":"publish","type":"post","link":"https:\/\/qyrus.com\/qapi\/what-is-the-difference-between-soap-vs-rest-vs-graphql-vs-streams-which-api-approach-is-right\/","title":{"rendered":"What is the difference between SOAP vs REST vs GraphQL vs Streams? Which API approach is right?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3980\" class=\"elementor elementor-3980\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-89fd7ab e-flex e-con-boxed e-con e-parent\" data-id=\"89fd7ab\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a95828a elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"a95828a\" data-element_type=\"widget\" data-settings=\"{&quot;exclude_headings_by_selector&quot;:[],&quot;no_headings_message&quot;:&quot;No headings were found on this page.&quot;,&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;,&quot;h4&quot;,&quot;h5&quot;,&quot;h6&quot;],&quot;marker_view&quot;:&quot;numbers&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;tablet&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t<h4 class=\"elementor-toc__header-title\">\n\t\t\t\tTable of Contents\t\t\t<\/h4>\n\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__a95828a\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__a95828a\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/div>\n\t\t\t\t\t<\/div>\n\t\t<div id=\"elementor-toc__a95828a\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<svg class=\"elementor-toc__spinner eicon-animation-spin e-font-icon-svg e-eicon-loading\" aria-hidden=\"true\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M500 975V858C696 858 858 696 858 500S696 142 500 142 142 304 142 500H25C25 237 238 25 500 25S975 237 975 500 763 975 500 975Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-52c399f e-grid e-con-boxed e-con e-parent\" data-id=\"52c399f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-53dc338 elementor-widget elementor-widget-text-editor\" data-id=\"53dc338\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>You\u2019re spending a lot of time testing APIs and under different conditions. With every test you run, the success rate you achieve, there are some learnings along the way that make you realize lot more than you usually account for.\u00a0<\/p><p>Consider a rapidly growing company working towards refining its digital infrastructure. Their engineering team must make an important decision, on picking the API strategy that supports expansion while maintaining performance and flexibility.\u00a0\u00a0<\/p><p>REST has been the industry-standard for long, but GraphQL is gaining traction for its precise data-fetching capabilities. SOAP, though considered legacy, remains the backbone of industries like banking and healthcare due to its reliability and security. Meanwhile, event-driven architectures, powered by Streams, are transforming real-time data processing.\u00a0<\/p><p><strong>The Challenge?<\/strong>\u00a0<\/p><p>Each approach has trade-offs\u2014REST is simple but can often exposure to multiple inefficiencies in data retrieval. GraphQL offers flexibility but adds complexity, SOAP on the other hand ensures strict compliance but feels rigid in modern agile environments. And Streams enable real-time interactions but requires long list of efforts to make a shift in system design. Organizations must make these choices wisely, to balance performance, security, and scalability.\u00a0<\/p><p>API testing differs from the tasks you need to <b>execute<\/b> to validate functionality and performance, rather than just verifying outputs. It involves understanding the nuances of data transmission, error handling, and system interactions, helping you refine your approach to scalable testing and automation.\u00a0<\/p><p>Learn about the four popular API paradigms\u2014<b>REST API<\/b>, <b>SOAP<\/b>, <b>GraphQL<\/b>, and <b>Streams <\/b>\u2014to you developers and testers understand their relevance, functionality, and when to use them. By the end, you\u2019ll have a clearer picture of which API approach aligns best with your product, your users, and your long-term vision. <strong>Let\u2019s dive in.<\/strong>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-37c414f e-grid e-con-boxed e-con e-parent\" data-id=\"37c414f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eb6a640 elementor-widget elementor-widget-text-editor\" data-id=\"eb6a640\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4 aria-level=\"2\"><strong>What are REST, GraphQL, Streams and SOAP?\u00a0<\/strong><\/h4><p>All these are different types of APIs each created to serve a unique proposition and use case. From building the right mobile application to integrating microservices, having the right API architecture in place makes all the difference.\u00a0<\/p><p>At a time where code makes or breaks a product it\u2019s important to know what they are, what they can do before you figure out how to use them.\u00a0<\/p><ol><li><b>What is REST API (Representational State Transfer)<\/b>\u00a0<\/li><\/ol><p>REST API is an architectural template introduced in the 2000s built to be <b>easy to use and implement<\/b>. It uses the standard HTTP methods (GET, POST, PUT, DELETE) to interact with resources and design networked applications.\u00a0<\/p><p>REST APIs support caching mechanisms (via HTTP headers like <b>Cache-Control<\/b> and <b>ETag<\/b>) to reduce the load on the server. And majorly use JSON or XML for data exchange.\u00a0<\/p><p><b>The reason why it\u2019s used widely is REST\u2019s stateless nature making it a good fit for applications that need to grow and handle high traffic.<\/b>\u00a0<\/p><p><b>Ideal use case<\/b>: Web and mobile apps, public APIs, microservices.\u00a0<\/p><p><b>Example<\/b>: You can search the user data from a server using a GET request to\u202f\/users\/1.\u00a0<\/p><p><b>How does a REST API work:<\/b> REST APIs uses standard HTTP methods to execute CRUD (Create, Read, Update, Delete) operations. Here each request is stateless, as it contains all necessary information for processing, and responses are in JSON or XML format.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ba0ce08 e-grid e-con-boxed e-con e-parent\" data-id=\"ba0ce08\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b857f51 elementor-widget elementor-widget-html\" data-id=\"b857f51\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"hs-cta-embed hs-cta-simple-placeholder hs-cta-embed-189182727286\"\r\n  style=\"max-width:100%; max-height:100%; width:875px;height:285.41015625px\" data-hubspot-wrapper-cta-id=\"189182727286\">\r\n  <a href=\"https:\/\/cta-service-cms2.hubspot.com\/web-interactives\/public\/v1\/track\/redirect?encryptedPayload=AVxigLImJngGY2IuJFms19BBsYskvz9k12d6DL2Eh8SqEHVGPb2dQ56i1akO9FB8n0tMzB4P3VWejJEvaa307emjSH6L1hoSalN%2FxLkMBlM4J6vlDVuOfVztusAcS24MtLATqkmjhpbGWn1FOObEt1%2BEPuBl1mi3HoJQr1u4O67gi4QP4tilLPOAOB%2BGHDCPn7CnGNWyGGGYkxD6B3xhnTpYe0rIEhSK0DJIuV5sx6nusTanxmC9JB7CjGsVArn5ZGwrVM2e16d7Jg3kWes6KmtnGPsD9wv%2FhydxkA%3D%3D&webInteractiveContentId=189182727286&portalId=20829584\" target=\"_blank\" rel=\"noopener\" crossorigin=\"anonymous\">\r\n    <img decoding=\"async\" alt=\"Save upto 100+ Testing Hrs\/Yr &nbsp; With Our Guide to Codeless API Test Automation &nbsp; &nbsp;\" loading=\"lazy\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/20829584\/interactive-189182727286.png\" style=\"height: 100%; width: 100%; object-fit: fill\"\r\n      onerror=\"this.style.display='none'\" \/>\r\n  <\/a>\r\n<\/div>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-daaa067 e-grid e-con-boxed e-con e-parent\" data-id=\"daaa067\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8f9c6ee elementor-widget elementor-widget-image\" data-id=\"8f9c6ee\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"522\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/What-are-REST-GraphQL-Streams-and-SOAP-Rest-API-1024x522.png\" class=\"attachment-large size-large wp-image-3985\" alt=\"What-are-REST-GraphQL-Streams-and-SOAP-Rest-API\" srcset=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/What-are-REST-GraphQL-Streams-and-SOAP-Rest-API-1024x522.png 1024w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/What-are-REST-GraphQL-Streams-and-SOAP-Rest-API-300x153.png 300w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/What-are-REST-GraphQL-Streams-and-SOAP-Rest-API-768x391.png 768w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/What-are-REST-GraphQL-Streams-and-SOAP-Rest-API-1536x783.png 1536w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/What-are-REST-GraphQL-Streams-and-SOAP-Rest-API-2048x1044.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-42ced0a e-grid e-con-boxed e-con e-parent\" data-id=\"42ced0a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0e404e4 elementor-widget elementor-widget-text-editor\" data-id=\"0e404e4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><b>What is SOAP (Simple Object Access Protocol)\u00a0<\/b>\u00a0<\/h3><p>SOAP was introduced in the late 1990s and is one of the oldest protocols used for exchanging structured information in distributed systems. The intent was to design and establish strict standards for enterprise-level communication.\u00a0<\/p><p>SOAP has advantages in industries that need high security and reliability, such as banking, healthcare, and government entities. The rigid structure on SOAP provides consistency and compliance with standards like WS-Security.\u00a0<\/p><p><b>Ideal Use Case<\/b>: Enterprise applications, financial transactions, legacy systems.\u00a0<\/p><p><b>Example<\/b>: You can create a SOAP request to a banking service to initiate transfer funds:\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2d16f1f e-grid e-con-boxed e-con e-parent\" data-id=\"2d16f1f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2ee4d4f elementor-widget elementor-widget-image\" data-id=\"2ee4d4f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"855\" height=\"410\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/Code-1.png\" class=\"attachment-large size-large wp-image-3986\" alt=\"\" srcset=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/Code-1.png 855w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/Code-1-300x144.png 300w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/Code-1-768x368.png 768w\" sizes=\"(max-width: 855px) 100vw, 855px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7f189fa e-grid e-con-boxed e-con e-parent\" data-id=\"7f189fa\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e83a2ab elementor-widget elementor-widget-text-editor\" data-id=\"e83a2ab\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>How does SOAP API work:<\/b> SOAP operates on an\u00a0 XML-based messaging format and requires a strong protocol specification. It supports ACID* transactions, built-in error handling, and enterprise-grade security features.\u00a0<\/p><p>SOAP Uses <b>WSDL (Web Services Description Language)<\/b> for defining operations.\u00a0<\/p><p>*FYI- ACID stands for <b>Atomicity, Consistency, Isolation, and Durability<\/b>\u2014it\u2019s a set of features that help maintain data integrity, especially in enterprise applications dealing with sensitive or financial data.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-153a867 e-grid e-con-boxed e-con e-parent\" data-id=\"153a867\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0051787 elementor-widget elementor-widget-image\" data-id=\"0051787\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"522\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/02-Blog-image-4-1-1024x522.png\" class=\"attachment-large size-large wp-image-3987\" alt=\"\" srcset=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/02-Blog-image-4-1-1024x522.png 1024w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/02-Blog-image-4-1-300x153.png 300w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/02-Blog-image-4-1-768x391.png 768w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/02-Blog-image-4-1-1536x783.png 1536w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/02-Blog-image-4-1-2048x1044.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d0413a4 e-grid e-con-boxed e-con e-parent\" data-id=\"d0413a4\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3616f69 elementor-widget elementor-widget-text-editor\" data-id=\"3616f69\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><b>What is GraphQL\u00a0<\/b>\u00a0<\/h3><p>GraphQL was developed and launched in the market by Facebook in 2015 to address inefficiencies that were found in the REST APIs, aiming to solve issues related to over-fetching and under-fetching of data. It helped users to request exactly what they needed, while eliminating the need for unnecessary data transfer.\u00a0<\/p><p>GraphQL\u00a0 grew its popularity in mobile and web applications as the need for dynamic data requirements were crucial in these segments. It\u2019s ideally useful for complex queries and real-time updates.\u00a0<\/p><p>You can easily use a single <b>endpoint<\/b> (\/graphql) instead of multiple routes.\u00a0<\/p><p><b>For example<\/b>: A user can write a request to server for a user\u2019s name and email:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c7f64e0 e-grid e-con-boxed e-con e-parent\" data-id=\"c7f64e0\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0ba675b elementor-widget elementor-widget-image\" data-id=\"0ba675b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"256\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/Code-2.png\" class=\"attachment-large size-large wp-image-3988\" alt=\"\" srcset=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/Code-2.png 830w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/Code-2-300x93.png 300w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/Code-2-768x237.png 768w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8eafd00 e-grid e-con-boxed e-con e-parent\" data-id=\"8eafd00\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1005a2c elementor-widget elementor-widget-text-editor\" data-id=\"1005a2c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>How does GraphQL work:<\/strong> GraphQL enables clients to request precisely the data they need through a structured query language. Instead of multiple API calls, clients can send a single query specifying exactly what they need.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ccf4d82 e-grid e-con-boxed e-con e-parent\" data-id=\"ccf4d82\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3fb82ef elementor-widget elementor-widget-text-editor\" data-id=\"3fb82ef\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Streams<\/b>\u00a0<\/p><p>Streams were developed as a resource to handle continuous data flow in real-time for applications. As traditional APIs operated on request-response models, Streams are capable of enabling constant data transmission within separate systems.\u00a0<\/p><p>Streams pushes data to clients as it becomes available. It\u2019s put into action by using technologies like <b>WebSockets, Server-Sent Events (SSE), Kafka, or gRPC Streams<\/b>.\u00a0<\/p><p><b>How does streams work?<\/b>\u00a0<\/p><ol><li><b>Connection Established<\/b> \u2013 The client subscribes to a data stream using protocols like <b>WebSockets, Server-Sent Events (SSE), or Kafka<\/b>.\u00a0<br \/><br \/><\/li><li><b>Continuous Data Flow<\/b> \u2013 Once connected, the server <b>pushes data<\/b> to the client in real time whenever new data is available.<br \/>\u00a0<\/li><li><b>Event-Driven Updates<\/b> \u2013 The stream automatically updates the client when new information arrives, eliminating the need for repeated API requests (polling).\u00a0<br \/><br \/><\/li><li><b>Handling &amp; Processing<\/b> \u2013 The client processes incoming data immediately, whether it&#8217;s a stock price update, chat message, or live sensor data.\u00a0<br \/><br \/><\/li><li><b>Closing the Stream<\/b> \u2013 When no longer needed, the client or server can <b>terminate<\/b> the connection to stop the data flow.\u00a0<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-677aa2e e-grid e-con-boxed e-con e-parent\" data-id=\"677aa2e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cb20c69 elementor-widget elementor-widget-image\" data-id=\"cb20c69\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"522\" src=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/Streams-1024x522.png\" class=\"attachment-large size-large wp-image-3989\" alt=\"\" srcset=\"https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/Streams-1024x522.png 1024w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/Streams-300x153.png 300w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/Streams-768x391.png 768w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/Streams-1536x783.png 1536w, https:\/\/qyrus.com\/qapi\/wp-content\/uploads\/2025\/02\/Streams-2048x1044.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9b28d08 e-grid e-con-boxed e-con e-parent\" data-id=\"9b28d08\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d191ab elementor-widget elementor-widget-text-editor\" data-id=\"4d191ab\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Now you might get confused as even GraphQL has the same functionality, but the difference lies in the approach.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-63171c9 e-grid e-con-boxed e-con e-parent\" data-id=\"63171c9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3738971 elementor-widget elementor-widget-text-editor\" data-id=\"3738971\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Key Differences Between GraphQL and Streams\u00a0<\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bff3d12 e-grid e-con-boxed e-con e-parent\" data-id=\"bff3d12\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a3c247 elementor-widget elementor-widget-text-editor\" data-id=\"9a3c247\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"relative overflow-hidden shadow-md rounded-lg\">\n<table class=\"table-fixed w-full text-left\">\n<thead class=\"uppercase bg-[#6b7280] text-[#e5e7eb]\" style=\"background-color: #6b7280; color: #e5e7eb;\">\n<tr>\n<td class=\"py-0 border border-gray-200 text-center  p-4\" contenteditable=\"true\">\n<div style=\"text-align: left;\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<b>Feature<\/b><\/div>\n<\/td>\n<td class=\"py-0 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><b>GraphQL<\/b><\/td>\n<td class=\"py-0 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><b>Streams<\/b><\/td>\n<\/tr>\n<\/thead>\n<tbody class=\"bg-white text-gray-500 bg-[#FFFFFF] text-[#6b7280]\" style=\"background-color: #ffffff; color: #6b7280;\">\n<tr class=\" py-5\">\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW196728277 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Underlying Mechanism<\/span><span class=\"EOP SCXW196728277 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW250073231 BCX8\" lang=\"EN-IN\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-IN\" data-contrast=\"auto\">Built on <\/span><span class=\"TextRun SCXW250073231 BCX8\" lang=\"EN-IN\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SpellingErrorV2Themed SCXW250073231 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; background-position: 0px 100%; background-repeat: repeat-x; background-image: var(--urlSpellingErrorV2,); border-bottom-width: 1px; border-bottom-color: transparent;\">WebSockets<\/span><\/span><span class=\"TextRun SCXW250073231 BCX8\" lang=\"EN-IN\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-IN\" data-contrast=\"auto\"> to push updates from the server when data changes.<\/span><span class=\"EOP SCXW250073231 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW242074870 BCX8\" lang=\"EN-IN\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-IN\" data-contrast=\"auto\">Uses <\/span><span class=\"TextRun SCXW242074870 BCX8\" lang=\"EN-IN\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-IN\" data-contrast=\"auto\">various streaming protocols<\/span><span class=\"TextRun SCXW242074870 BCX8\" lang=\"EN-IN\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW242074870 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\"> like <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW242074870 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; background-position: 0px 100%; background-repeat: repeat-x; background-image: var(--urlSpellingErrorV2,); border-bottom-width: 1px; border-bottom-color: transparent;\">WebSockets<\/span><span class=\"NormalTextRun SCXW242074870 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">, SSE, Kafka, or <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW242074870 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; background-position: 0px 100%; background-repeat: repeat-x; background-image: var(--urlSpellingErrorV2,); border-bottom-width: 1px; border-bottom-color: transparent;\">gRPC<\/span><span class=\"NormalTextRun SCXW242074870 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\"> for continuous or event-driven data transmission.<\/span><\/span><span class=\"EOP SCXW242074870 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr class=\" py-5\">\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW88781633 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Data Flow<\/span><span class=\"EOP SCXW88781633 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW250414488 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Clients subscribe to specific changes (e.g., updates to a particular entity).<\/span><span class=\"EOP SCXW250414488 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW165973822 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Data flows <\/span><span class=\"TextRun SCXW165973822 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">continuously<\/span><span class=\"TextRun SCXW165973822 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW165973822 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\"> (like a live feed) or <\/span><span class=\"NormalTextRun SCXW165973822 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">is pushed<\/span><span class=\"NormalTextRun SCXW165973822 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\"> based on events.<\/span><\/span><span class=\"EOP SCXW165973822 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{}\">\u00a0 <\/span><\/td>\n<\/tr>\n<tr class=\" py-5\">\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW60853493 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Use Case<\/span><span class=\"EOP SCXW60853493 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW210958013 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Best for applications where clients need to get <\/span><span class=\"TextRun SCXW210958013 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">real-time updates on specific queries<\/span><span class=\"TextRun SCXW210958013 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\"> (e.g., chat apps, stock price updates).<\/span><span class=\"EOP SCXW210958013 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW23211176 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Ideal for <\/span><span class=\"TextRun SCXW23211176 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">high-throughput, event-driven, or real-time streaming<\/span><span class=\"TextRun SCXW23211176 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\"> use cases (e.g., video streaming, IoT, analytics pipelines).<\/span><span class=\"EOP SCXW23211176 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr class=\" py-5\">\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW203972908 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Scalability<\/span><span class=\"EOP SCXW203972908 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW43603805 BCX8\" lang=\"EN-IN\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW43603805 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">Can be complex to scale due to WebSocket limitations. Requires <\/span><span class=\"NormalTextRun SCXW43603805 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">additional<\/span><span class=\"NormalTextRun SCXW43603805 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\"> infrastructure for large-scale deployments.<\/span><\/span><span class=\"EOP SCXW43603805 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW50301485 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Designed for <\/span><span class=\"TextRun SCXW50301485 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">high-scale<\/span><span class=\"TextRun SCXW50301485 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW50301485 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\"> real-time processing (e.g., Kafka <\/span><span class=\"NormalTextRun SCXW50301485 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">handles<\/span><span class=\"NormalTextRun SCXW50301485 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\"> millions of messages per second).<\/span><\/span><span class=\"EOP SCXW50301485 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr class=\" py-5\">\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW75632798 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">State Management<\/span><span class=\"EOP SCXW75632798 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW181738951 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Works well for structured, <\/span><span class=\"TextRun SCXW181738951 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">stateful<\/span><span class=\"TextRun SCXW181738951 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\"> real-time updates.<\/span><span class=\"EOP SCXW181738951 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW76760608 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Works for both <\/span><span class=\"TextRun SCXW76760608 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">stateful and stateless<\/span><span class=\"TextRun SCXW76760608 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\"> event-driven architectures.<\/span><span class=\"EOP SCXW76760608 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 17px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{}\">\u00a0<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4e9aa6e e-grid e-con-boxed e-con e-parent\" data-id=\"4e9aa6e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dfce13f elementor-widget elementor-widget-text-editor\" data-id=\"dfce13f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p aria-level=\"2\"><strong>When to use SOAP vs REST vs GraphQL vs Streams?<\/strong>\u00a0<\/p><p><b>When should you use REST API:<\/b>\u00a0<\/p><ol><li>When you are building scalable web applications that require stateless communication.\u00a0<br \/><br \/><\/li><li>For public-facing APIs used for third-party integrations.\u00a0<br \/><br \/><\/li><li>Applications that will benefit from caching mechanisms for performance optimization.\u00a0<\/li><\/ol><p><b>Example:<\/b> Social media platforms like <b>Twitter<\/b> use REST APIs for fetching tweets, posting updates, and managing user profiles.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bf9c838 e-grid e-con-boxed e-con e-parent\" data-id=\"bf9c838\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3159f07 elementor-widget elementor-widget-text-editor\" data-id=\"3159f07\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>When should you use SOAP:<\/b>\u00a0<\/p><ol><li>Enterprise-level applications that need high security along compliance.<br \/>\u00a0<\/li><li>For building systems handling financial transactions or sensitive data.\u00a0<br \/><br \/><\/li><li>And also, legacy systems that need to abide by well-defined standards.\u00a0<\/li><\/ol><p><b>Example:<\/b> Payment gateways like <b>PayPal<\/b> heavily use SOAP APIs to secure money transactions, ensuring integrity and security.\u00a0<\/p><p><b>When should you use GraphQL:<\/b>\u00a0<\/p><ol><li>For mobile and web applications that require efficient data fetching with minimal over-fetching\/under-fetching.<br \/>\u00a0<\/li><li>Complex queries involving nested relationships across multiple entities.\u00a0<br \/><br \/><\/li><li>If you need real-time visibility through dashboards and personalized content delivery.\u00a0<\/li><\/ol><p><b>Example:<\/b> <b>GitHub<\/b> uses GraphQL APIs to allow developers to fetch repository details, issues, and pull requests in a single query, improving efficiency.\u00a0<\/p><p><b>When should you use Streams:<\/b>\u00a0<\/p><ol><li>For real-time monitoring systems, such as IoT sensors and stock market applications.\u00a0<br \/><br \/><\/li><li>Event-driven architectures like chat applications or live notifications.\u00a0<br \/><br \/><\/li><li>To build and manage big data pipelines that need continuous processing.\u00a0<\/li><\/ol><p><b>Example:<\/b> <b>Netflix<\/b> leverages streaming APIs to deliver video content in real-time, ensuring seamless playback and adaptive streaming.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ed5d958 e-grid e-con-boxed e-con e-parent\" data-id=\"ed5d958\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2d2d8c5 elementor-widget elementor-widget-text-editor\" data-id=\"2d2d8c5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"relative overflow-hidden shadow-md rounded-lg\">\n<table class=\"table-fixed w-full text-left\">\n<thead class=\"uppercase bg-[#6b7280] text-[#e5e7eb]\" style=\"background-color: #6b7280; color: #e5e7eb;\">\n<tr>\n<td class=\"py-1 border border-gray-200 text-center  p-4\" contenteditable=\"true\">\u00a0<\/td>\n<td class=\"py-1 border border-gray-200 text-center  p-4\" contenteditable=\"true\">REST<\/td>\n<td class=\"py-1 border border-gray-200 text-center  p-4\" contenteditable=\"true\">SOAP<\/td>\n<td class=\"py-1 border border-gray-200 text-center  p-4\" contenteditable=\"true\">GraphQL<\/td>\n<td class=\"py-1 border border-gray-200 text-center  p-4\" contenteditable=\"true\">Streams<\/td>\n<\/tr>\n<\/thead>\n<tbody class=\"bg-white text-gray-500 bg-[#FFFFFF] text-[#6b7280]\" style=\"background-color: #ffffff; color: #6b7280;\">\n<tr class=\" py-5\">\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW155196883 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Design<\/span><span class=\"EOP SCXW155196883 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW162736059 BCX8\" lang=\"EN-IN\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW162736059 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">Exposes data\/resources via URIs. Focuses on CRUD operations (Create, Read, Update, <\/span><span class=\"NormalTextRun SCXW162736059 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">Delete<\/span><span class=\"NormalTextRun SCXW162736059 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">).<\/span><\/span><span class=\"EOP SCXW162736059 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW167115265 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Exposes operations (functions or actions) via a strict contract. Focuses on service actions.<\/span><span class=\"EOP SCXW167115265 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW105021932 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Exposes a flexible query system that allows clients to request exactly the data they need.<\/span><span class=\"EOP SCXW105021932 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW263469613 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Exposes a continuous stream of events or data, often in real-time, through a persistent connection.<\/span><span class=\"EOP SCXW263469613 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr class=\" py-5\">\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW204254538 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Transport Protocol<\/span><span class=\"EOP SCXW204254538 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW77418950 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">HTTP\/HTTPS<\/span><span class=\"EOP SCXW77418950 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW233774395 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW233774395 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">HTTP\/HTTPS, SMTP, JMS, <\/span><span class=\"NormalTextRun SCXW233774395 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">etc.<\/span><\/span><span class=\"EOP SCXW233774395 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW229402219 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">HTTP\/HTTPS<\/span><span class=\"EOP SCXW229402219 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW100897787 BCX8\" lang=\"EN-IN\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SpellingErrorV2Themed SCXW100897787 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; background-position: 0px 100%; background-repeat: repeat-x; background-image: var(--urlSpellingErrorV2,); border-bottom-width: 1px; border-bottom-color: transparent;\">WebSockets<\/span><span class=\"NormalTextRun SCXW100897787 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">, HTTP\/2, MQTT, <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW100897787 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; background-position: 0px 100%; background-repeat: repeat-x; background-image: var(--urlSpellingErrorV2,); border-bottom-width: 1px; border-bottom-color: transparent;\">gRPC<\/span><\/span><span class=\"EOP SCXW100897787 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr class=\" py-5\">\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW24977699 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Data Format<\/span><span class=\"EOP SCXW24977699 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW52163507 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW52163507 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">Typically,<\/span><span class=\"NormalTextRun SCXW52163507 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\"> JSON or XML<\/span><\/span><span class=\"EOP SCXW52163507 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW202676038 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">XML<\/span><span class=\"EOP SCXW202676038 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW154558734 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">JSON (typically)<\/span><span class=\"EOP SCXW154558734 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW206989464 BCX8\" lang=\"EN-IN\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW206989464 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">Varies (JSON, Avro, <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW206989464 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; background-position: 0px 100%; background-repeat: repeat-x; background-image: var(--urlSpellingErrorV2,); border-bottom-width: 1px; border-bottom-color: transparent;\">Protobuf<\/span><span class=\"NormalTextRun SCXW206989464 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">, <\/span><span class=\"NormalTextRun SCXW206989464 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">etc.<\/span><span class=\"NormalTextRun SCXW206989464 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">)<\/span><\/span><span class=\"EOP SCXW206989464 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr class=\" py-5\">\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW137704490 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Performance<\/span><span class=\"EOP SCXW137704490 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW116955063 BCX8\" lang=\"EN-IN\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW116955063 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">Generally fast<\/span><span class=\"NormalTextRun SCXW116955063 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">, lightweight, stateless, scalable.<\/span><\/span><span class=\"EOP SCXW116955063 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW192883051 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Slower due to XML parsing and overhead.<\/span><span class=\"EOP SCXW192883051 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW223927717 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Can be efficient but depends on query design (over-fetching, under-fetching).<\/span><span class=\"EOP SCXW223927717 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW142685180 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">High performance for real-time, but latency can vary based on connection.<\/span><span class=\"EOP SCXW142685180 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr class=\" py-5\">\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW178732194 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Scalability<\/span><span class=\"EOP SCXW178732194 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW257803095 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Easily scalable with caching and load balancing.<\/span><span class=\"EOP SCXW257803095 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW42740085 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Less scalable due to heavier processing overhead.<\/span><span class=\"EOP SCXW42740085 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW164219089 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Highly scalable with efficient query design.<\/span><span class=\"EOP SCXW164219089 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW55850224 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Highly scalable, especially in real-time environments.<\/span><span class=\"EOP SCXW55850224 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr class=\" py-5\">\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW61961280 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-weight: bold; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\">Security<\/span><span class=\"EOP SCXW61961280 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW181134260 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW181134260 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">Typically relies on HTTPS, <\/span><span class=\"NormalTextRun SCXW181134260 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">OAuth, and API keys.<\/span><\/span><span class=\"EOP SCXW181134260 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW257867239 BCX8\" lang=\"EN-IN\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-IN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW257867239 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">Built-in WS-Security, SSL, <\/span><span class=\"NormalTextRun SCXW257867239 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">and <\/span><span class=\"NormalTextRun SCXW257867239 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">additional<\/span><span class=\"NormalTextRun SCXW257867239 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\"> standards.<\/span><\/span><span class=\"EOP SCXW257867239 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW128365692 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW128365692 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">Relies on HTTPS, <\/span><span class=\"NormalTextRun SCXW128365692 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">OAuth, and custom access control.<\/span><\/span><span class=\"EOP SCXW128365692 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<td class=\" py-5 border border-gray-200 text-center  p-4\" contenteditable=\"true\"><span class=\"TextRun SCXW146074536 BCX8\" lang=\"EN-US\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif; font-variant-ligatures: none !important;\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW146074536 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">Security relies on the transport <\/span><span class=\"NormalTextRun SCXW146074536 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text;\">layer (e.g., SSL\/TLS).<\/span><\/span><span class=\"EOP SCXW146074536 BCX8\" style=\"-webkit-user-drag: none; -webkit-tap-highlight-color: transparent; user-select: text; color: #000000; text-align: left; white-space-collapse: preserve; font-size: 12pt; line-height: 19.6917px; font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, sans-serif;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1a93e3e e-grid e-con-boxed e-con e-parent\" data-id=\"1a93e3e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b06f2a2 elementor-widget elementor-widget-heading\" data-id=\"b06f2a2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How to handle these APIs under different conditions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b50e93c e-grid e-con-boxed e-con e-parent\" data-id=\"b50e93c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-83fa8fa elementor-widget elementor-widget-text-editor\" data-id=\"83fa8fa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><b>REST API Testing Best Practices:<\/b>\u00a0<\/h3><p><b>Validate Endpoint Configurations:<\/b>\u00a0<\/p><ol><li>Ensure that all API routes are correctly defined with the proper URL structures.\u00a0<br \/><br \/><\/li><li>Check for missing or misconfigured routes, which can result in broken functionality or unexpected failures during API calls.\u00a0<\/li><\/ol><p><b>Ensure Correct HTTP Status Codes:<\/b>\u00a0<\/p><ol><li>Verify that the API returns the appropriate HTTP status codes for different scenarios (e.g., 200 OK for successful requests, 400 Bad Request for client-side errors, 500 Internal Server Error for server-side issues).\u00a0<br \/><br \/><\/li><li>Incorrect status codes can cause misinterpretations by the client and complicate debugging.\u00a0<\/li><\/ol><p><b>Implement Efficient Caching:<\/b>\u00a0<\/p><ol><li>Test caching mechanisms to ensure reduced database load and optimized response times.\u00a0<br \/><br \/><\/li><li>Ensure cache invalidation is handled properly, preventing unnecessary data retrievals from the database on repeated requests.\u00a0<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2b7cbd1 e-grid e-con-boxed e-con e-parent\" data-id=\"2b7cbd1\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dddb148 elementor-widget elementor-widget-text-editor\" data-id=\"dddb148\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><b>SOAP API Testing Best Practices:<\/b>\u00a0<\/h3><p><b>XML Schema Validation:<\/b>\u00a0<\/p><ol><li>Confirm that XML requests and responses conform to the defined XSD schema.\u00a0<\/li><li>Validate the presence and correctness of required fields in the XML payloads to avoid parsing errors.\u00a0<\/li><\/ol><p><b>Verify Required Headers:<\/b>\u00a0<\/p><ol><li>Ensure that essential headers, such as authentication tokens and content-type metadata, are properly included in API requests.\u00a0<\/li><li>Missing headers can result in authentication failures, permission issues, or malformed requests.\u00a0<\/li><\/ol><p><b>Test for Security Flaws:<\/b>\u00a0<\/p><ol><li>Perform security testing to identify weak encryption protocols, inadequate input sanitization, or improper authorization checks.\u00a0<\/li><li>Ensure sensitive data is transmitted securely and that access control mechanisms are strictly enforced.\u00a0<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5eba8c9 e-grid e-con-boxed e-con e-parent\" data-id=\"5eba8c9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9778880 elementor-widget elementor-widget-text-editor\" data-id=\"9778880\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><b>GraphQL API Testing Best Practices:<\/b>\u00a0<\/h3><p><b>Test for Efficient Query Handling:<\/b>\u00a0<\/p><ol><li>Ensure the server can efficiently handle deeply nested queries without triggering performance bottlenecks, such as high CPU usage or timeouts.\u00a0<\/li><li>Test for graceful handling of complex queries to prevent server crashes under heavy loads.\u00a0<\/li><\/ol><p><b>Validate Resolver Logic and Data Integrity:<\/b>\u00a0<\/p><ol><li>Test resolver functions to ensure they return correct and complete data according to the schema, preventing data inconsistencies or incomplete responses.\u00a0<\/li><\/ol><p><b>Optimize Query Efficiency:<\/b>\u00a0<\/p><ol><li>Design queries to avoid over-fetching (retrieving excessive data) or under-fetching (missing essential data) from the server.\u00a0<\/li><li>Monitor and optimize response payload sizes to maintain performance and reduce the client-side processing burden.\u00a0<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5b876ff e-grid e-con-boxed e-con e-parent\" data-id=\"5b876ff\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f483597 elementor-widget elementor-widget-text-editor\" data-id=\"f483597\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><b>Streams API Testing Best Practices:<\/b>\u00a0<\/h3><p><b>Check Connection Stability:<\/b>\u00a0<\/p><ol><li>Test how the stream handles persistent connections under high network traffic or fluctuating network conditions.\u00a0<\/li><li>Ensure that connection dropouts or instability don\u2019t interfere with the real-time data flow.\u00a0<\/li><\/ol><p><b>Avoid Duplicate Event Handling:<\/b>\u00a0<\/p><ol><li>Test the system\u2019s ability to handle and de-duplicate events in the message stream to prevent data inconsistencies and avoid redundant processing.\u00a0<\/li><\/ol><p><b>Minimize Latency:<\/b>\u00a0<\/p><ol><li>Measure the latency in real-time data delivery, and test for any delays that could impact user experience in time-sensitive applications, such as financial systems or IoT devices.\u00a0<\/li><li>Ensure that the system performs optimally even with network congestion or high event volume.\u00a0<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-44dcba7 e-grid e-con-boxed e-con e-parent\" data-id=\"44dcba7\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-10c7842 elementor-widget elementor-widget-text-editor\" data-id=\"10c7842\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3 aria-level=\"2\"><strong>How can qAPI support your API testing requirements?\u00a0<\/strong><\/h3><p>qAPI offers end-to-end API testing services to support your growing API needs. Our cloud-based application is a fully managed service that makes it easy for developers\/testers\/QA teams to test, monitor and secure APIs of all types and sizes.\u00a0\u00a0<\/p><p>Here are some ways you can benefit from using <strong>qAPI<\/strong>.\u00a0<\/p><ol><li>AI generated test cases for your APIs\u00a0<br \/><br \/><\/li><li>Automated workflows that are completely customizable.\u00a0<br \/><br \/><\/li><li>Performance and functional testing simulations with real-time visibility\u00a0<br \/><br \/><\/li><li>Run multiple iterations of same APIs to release new versions with ease.\u00a0<\/li><\/ol><p>Get started with<strong> qAPI by<\/strong> creating a <a href=\"https:\/\/qapi.qyrus.com\/login?page=sign-up\">free account today.\u00a0<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-85b4d2f e-grid e-con-boxed e-con e-parent\" data-id=\"85b4d2f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eae03cc elementor-widget elementor-widget-html\" data-id=\"eae03cc\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"hs-cta-embed hs-cta-simple-placeholder hs-cta-embed-189182727286\"\r\n  style=\"max-width:100%; max-height:100%; width:875px;height:285.41015625px\" data-hubspot-wrapper-cta-id=\"189182727286\">\r\n  <a href=\"https:\/\/cta-service-cms2.hubspot.com\/web-interactives\/public\/v1\/track\/redirect?encryptedPayload=AVxigLImJngGY2IuJFms19BBsYskvz9k12d6DL2Eh8SqEHVGPb2dQ56i1akO9FB8n0tMzB4P3VWejJEvaa307emjSH6L1hoSalN%2FxLkMBlM4J6vlDVuOfVztusAcS24MtLATqkmjhpbGWn1FOObEt1%2BEPuBl1mi3HoJQr1u4O67gi4QP4tilLPOAOB%2BGHDCPn7CnGNWyGGGYkxD6B3xhnTpYe0rIEhSK0DJIuV5sx6nusTanxmC9JB7CjGsVArn5ZGwrVM2e16d7Jg3kWes6KmtnGPsD9wv%2FhydxkA%3D%3D&webInteractiveContentId=189182727286&portalId=20829584\" target=\"_blank\" rel=\"noopener\" crossorigin=\"anonymous\">\r\n    <img decoding=\"async\" alt=\"Save upto 100+ Testing Hrs\/Yr &nbsp; With Our Guide to Codeless API Test Automation &nbsp; &nbsp;\" loading=\"lazy\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/20829584\/interactive-189182727286.png\" style=\"height: 100%; width: 100%; object-fit: fill\"\r\n      onerror=\"this.style.display='none'\" \/>\r\n  <\/a>\r\n<\/div>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Table of Contents You\u2019re spending a lot of time testing APIs and under different conditions. With every test you run, the success rate you achieve, there are some learnings along the way that make you realize lot more than you usually account for.\u00a0 Consider a rapidly growing company working towards refining its digital infrastructure. Their&#8230;<\/p>\n","protected":false},"author":8,"featured_media":3996,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[17,10],"tags":[],"class_list":["post-3980","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-resources"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What is the difference between SOAP vs REST vs GraphQL vs Streams? 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