| MERN (MongoDB, Express, React, Node.js) | Full JavaScript stack; real-time performance; reusable React components | MongoDB can struggle with complex relational queries | Startups and mid-size ecommerce with dynamic catalogs |
| MEAN (MongoDB, Express, Angular, Node.js) | Strong structure; backed by Google; great for SPAs | Steeper learning curve than React | Multi-vendor marketplaces and dashboards |
| LAMP (Linux, Apache, MySQL, PHP) | Cost-effective; huge community; works with Magento/WooCommerce | Less suited for very high-traffic, cloud-native apps | Small to medium ecommerce shops |
| LEMP (Linux, Nginx, MySQL/MariaDB, PHP/Python) | High concurrency with Nginx; scalable under heavy load | Configuration is slightly more complex than LAMP | Large WooCommerce stores or custom high-traffic ecommerce |
| JAMstack (JavaScript, APIs, Markup) | Very fast; SEO-friendly; improved security | Dynamic features rely heavily on APIs | Headless ecommerce with Shopify/BigCommerce |
| Ruby on Rails + PostgreSQL | Rapid development; robust ecosystem of gems; secure | Not ideal for heavy real-time workloads | Startups needing quick time-to-market |
| Python + Django + PostgreSQL | Strong security; easy AI/ML integration; robust ORM | Heavier than lightweight frameworks | AI-powered ecommerce and data-heavy apps |
| Spring Boot + Java + MySQL | Enterprise-grade scalability; strong security; stability | Resource-intensive; slower to build than lighter stacks | Large enterprises with huge catalogs |
| .NET Core + SQL Server | High performance; secure; excellent ERP/CRM integrations | Potentially higher licensing costs; ecosystem dependency | B2B ecommerce and corporate platforms |
| Serverless (AWS Lambda, Firebase, Cloud Functions) | Pay-as-you-go; near-infinite scalability; easy cloud integration | Vendor lock-in; complex debugging and cold starts | Startups testing markets or lean MVPs |