From Hottest to Obsolete: A Critical Review of 13 Java Web Frameworks

The article evaluates 13 Java web frameworks across six objective dimensions—performance, ecosystem maturity, learning curve, development efficiency, enterprise adoption, and innovation—ranking them into five tiers and providing concrete data such as usage statistics, startup times, and memory footprints.

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From Hottest to Obsolete: A Critical Review of 13 Java Web Frameworks

Evaluation Dimensions

Performance : throughput, response time, resource usage

Ecosystem Maturity : community activity, documentation quality, third‑party library support

Learning Curve : onboarding difficulty, conceptual complexity

Development Efficiency : code volume, development speed, maintenance cost

Enterprise Adoption : market share, usage by large companies

Innovation : technical advancement, architectural ideas

夯 (Top‑Tier, Hard Currency)

Spring Boot

Reason : dominant Java web framework; Azul “State of Java 2025” reports 42% usage among microservice frameworks

Advantages : convention‑over‑configuration, auto‑configuration, Spring Cloud ecosystem, extensive documentation, easy hiring

Applicable Scenarios : enterprise applications, microservice architectures, any situation requiring stability

Objective Data : 79 k+ GitHub stars; 150 650 Stack Overflow questions tagged

spring-boot

顶级 (First‑Line Combat Power)

Quarkus

Reason : cloud‑native era flagship with superior startup speed and memory usage

Advantages : native GraalVM support, millisecond‑level cold start, container‑friendly, developer experience close to Spring Boot

Applicable Scenarios : Kubernetes, serverless, microservices, performance‑critical workloads

Objective Data : native startup 0.049 s vs Spring Boot JVM 1.909 s; max RSS 70.5 MB vs 388.9 MB (≈82 % reduction)

Micronaut

Reason : compile‑time dependency injection eliminates reflection overhead

Advantages : fast startup, low memory, GraalVM support, reactive‑friendly

Applicable Scenarios : microservices, cloud‑native applications, performance‑sensitive environments

Objective Data : JVM startup 0.656 s vs Spring Boot JVM 1.909 s (≈2.9× faster); max RSS 253.2 MB vs 388.9 MB (≈35 % lower)

Vert.x

Reason : asynchronous, non‑blocking framework excelling in high‑concurrency scenarios

Advantages : event‑driven, Reactor model, extreme performance, multi‑language support

Applicable Scenarios : high‑concurrency, real‑time systems, WebSocket, IoT

Objective Data : continuously listed in TechEmpower Framework Benchmarks (e.g., vertx/, vertx-web/)

人上人 (Distinctive, Stand‑Out)

Helidon

Reason : Oracle‑backed MicroProfile implementation, lightweight microservice framework

Advantages : modular design, reactive support, GraalVM native images, well‑structured documentation

Applicable Scenarios : microservices, cloud‑native, teams preferring standards

Market Position : less known than top‑tier frameworks but technically solid

Javalin

Reason : minimalist framework usable with both Kotlin and Java

Advantages : gentle learning curve, concise code, decent performance, suited for small projects

Applicable Scenarios : RESTful APIs, prototyping, teaching projects

Positioning : similar to Node.js Express but with a smaller ecosystem

Dropwizard

Reason : veteran microservice framework integrating Jetty, Jersey, Jackson and other mature components

Advantages : out‑of‑the‑box, ops‑friendly (built‑in metrics), stable and reliable

Applicable Scenarios : RESTful services, projects needing rapid launch

Current Status : once prominent, now squeezed by Spring Boot and newer entrants

NPC (Usable but Unremarkable)

Play Framework

Reason : dual‑stack Scala/Java, reactive architecture, low visibility in the Java ecosystem

Advantages : asynchronous, hot‑reload, REST‑friendly

Disadvantages : steep learning curve, less active community, primarily used by Scala developers

Grails

Reason : full‑stack framework based on Groovy, convention over configuration

Advantages : rapid development, good for quick prototypes

Disadvantages : Groovy niche, average performance, low enterprise adoption

Current Status : largely replaced by Spring Boot

Apache Wicket

Reason : component‑based web framework with an object‑oriented mindset

Advantages : no need for JavaScript, suitable for traditional Java developers

Disadvantages : monolithic approach, scarce learning resources

Current Status : maintained but rarely chosen for new projects

拉完了 (Left Behind)

Struts 2

Reason : former champion now considered legacy

Disadvantages : frequent security vulnerabilities, outdated architecture, stagnant community

Current Status : only maintained in legacy projects; new projects should avoid

JSF (JavaServer Faces)

Reason : part of the Java EE standard but offers a poor developer experience

Disadvantages : heavyweight, low development efficiency, tight front‑back coupling

Current Status : virtually unused except in some old government or banking systems

Native Servlet + JSP

Reason : raw technology stack, hand‑crafted

Disadvantages : everything must be written manually, extremely low productivity, hard to maintain

Current Status : suitable only for teaching or interview demos

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JavaSpring BootQuarkusVert.xMicronautJavalinDropwizardHelidon
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Top Architect focuses on sharing practical architecture knowledge, covering enterprise, system, website, large‑scale distributed, and high‑availability architectures, plus architecture adjustments using internet technologies. We welcome idea‑driven, sharing‑oriented architects to exchange and learn together.

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