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denied: '/home/micro/.marchwarden/costs.jsonl'", "event": "cost_ledger_write_failed", "researcher": "web", "trace_id": "7c8dd19b-174b-4850-a2f5-28917d37c0c0", "logger": "marchwarden.researcher.web", "level": "warning", "timestamp": "2026-04-09T02:01:16.886961Z"} {"event": "Processing request of type ListToolsRequest", "logger": "mcp.server.lowlevel.server", "level": "info", "timestamp": "2026-04-09T02:01:16.944624Z"} {"trace_id": "7c8dd19b-174b-4850-a2f5-28917d37c0c0", "confidence": 0.81, "citations": 12, "tokens_used": 56137, "wall_time_sec": 110.40975427627563, "event": "ask_completed", "logger": "marchwarden.cli", "level": "info", "timestamp": "2026-04-09T02:01:17.535111Z"} ╭─────────────────────────────────── Answer ───────────────────────────────────╮ │ For large enterprise frontends in 2026, React and Vue each offer distinct │ │ advantages, and the best choice depends on organizational priorities. │ │ │ │ **Market Position & Adoption:** React dominates with ~42% market share among │ │ professional developers (2025 State of JavaScript survey) and ~68% among │ │ enterprise applications globally, while Vue holds ~28% developer share and │ │ ~18% enterprise share. React powers Facebook, Netflix, Airbnb, and Uber; Vue │ │ drives Alibaba, GitLab, and Nintendo. Some 80% of enterprise teams use React │ │ directly or via Next.js. [Sources 1, 4, 25] │ │ │ │ **Performance:** Both frameworks use a virtual DOM. Vue 4 showed 15% faster │ │ initial render times than React 19 in large-scale applications with │ │ thousands of components (JavaScript Performance Consortium 2025 benchmarks). │ │ However, React 19's concurrent rendering features provide superior │ │ responsiveness during complex user interactions. In micro-benchmarks, Vue │ │ 3.4 creates 1,000 rows in 38ms vs React 19's 42ms, and Vue's bundle size is │ │ smaller (33KB vs 44KB min+gzip). The performance gap continues to narrow. │ │ [Sources 1, 25] │ │ │ │ **React 19 Architecture Shifts:** React 19 introduces a built-in compiler │ │ that automates memoization (making useMemo/useCallback largely redundant), │ │ native Server Components for zero-bundle-size dependencies and direct │ │ database access, a new Actions API for simplified async form handling, and │ │ the `use` hook for streamlined data fetching. These changes significantly │ │ reduce boilerplate and technical debt for enterprise teams. [Sources 18, 19, │ │ 20] │ │ │ │ **Vue's Enterprise Momentum:** Vue 3's Composition API enables better logic │ │ reuse across large codebases. Pinia (the official state manager) is │ │ TypeScript-first and lightweight. Nuxt 3 handles SSR. Vue's natural │ │ TypeScript support and Vite-powered tooling make it increasingly attractive │ │ for enterprise adoption. Fortune 500 companies, SaaS platforms, and │ │ government tech teams are growing adopters. [Sources 12, 15] │ │ │ │ **Learning Curve & Developer Experience:** Vue uses standard HTML/CSS/JS │ │ with Single File Components, making it easier to onboard developers with │ │ traditional web backgrounds. React uses JSX (combining HTML and JavaScript), │ │ which has a steeper initial curve but becomes natural quickly. Vue's │ │ official routing and state solutions (Vue Router, Pinia) reduce │ │ architectural decision-making overhead. React requires selecting from a │ │ broader ecosystem (Redux/Zustand, React Router, etc.), offering more │ │ flexibility but more upfront choices. [Sources 1, 13, 14] │ │ │ │ **Ecosystem & Hiring:** React has ~44M+ weekly npm downloads vs Vue's │ │ ~4.5M+. React has 225K+ GitHub stars vs Vue's 207K+. Fortune 500 adoption is │ │ 47% React vs 12% Vue. React job postings vastly outnumber Vue's (e.g., │ │ 3,200+ vs 680+/month in one market). React's ecosystem is larger and more │ │ mature, making hiring and long-term support easier for large enterprises. │ │ [Sources 14, 25] │ │ │ │ **Enterprise Scalability:** React's flexibility and massive ecosystem make │ │ it the safer long-term choice for large, complex, cross-team enterprise │ │ platforms. Angular is also a strong contender here with built-in DI, forms, │ │ and strict structure. Vue excels when time-to-market and developer │ │ productivity are top priorities and when teams want a progressive, │ │ opinionated setup with lower onboarding cost. [Sources 13, 14, 23] │ │ │ │ **Recommendation:** For most large enterprise frontends in 2026, React │ │ (often via Next.js) remains the dominant and lowest-risk choice due to its │ │ ecosystem size, hiring market, enterprise adoption, and React 19's │ │ architectural improvements. Vue is a compelling choice for enterprises │ │ prioritizing developer velocity, lower onboarding costs, and smaller bundle │ │ sizes, particularly in Asia-Pacific markets or mid-size SaaS platforms. │ │ Neither choice is technically wrong—both are production-proven at scale. │ ╰──────────────────────────────────────────────────────────────────────────────╯ Citations ┏━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┓ ┃ # ┃ Title / Locator ┃ Excerpt ┃ Conf ┃ ┡━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━┩ │ 1 │ React vs Vue: Frontend │ According to the 2025 State of │ 0.88 │ │ │ Frameworks Compared in 2025 │ JavaScript survey, React │ │ │ │ https://automation-ops.com/bl │ continues to dominate with a │ │ │ │ og/react-vs-vue-frontend-fram │ 42% market share among │ │ │ │ eworks-compared │ professional developers, while │ │ │ │ │ Vue has grown to capture 28% │ │ │ │ │ of the market. Vue 4 showed a │ │ │ │ │ 15% faster initial render time │ │ │ │ │ compared to React 19 in │ │ │ │ │ large-scale applications with │ │ │ │ │ thousands of components. │ │ ├─────┼───────────────────────────────┼────────────────────────────────┼───────┤ │ 2 │ Angular vs. React vs. Vue.js: │ The focus in 2025 has shifted │ 0.82 │ │ │ A performance guide for 2026 │ away from basic component │ │ │ │ - LogRocket Blog │ logic toward reactivity │ │ │ │ https://blog.logrocket.com/an │ models, hydration strategies, │ │ │ │ gular-vs-react-vs-vue-js-perf │ and compiler-driven │ │ │ │ ormance/ │ performance optimizations. │ │ ├─────┼───────────────────────────────┼────────────────────────────────┼───────┤ │ 3 │ React vs Next.js vs Vue: │ React remains the foundation │ 0.80 │ │ │ Which Frontend Framework Wins │ for modern frontend │ │ │ │ in 2026? - DEV Community │ development with 80% of │ │ │ │ https://dev.to/ciphernutz/rea │ enterprise teams still using │ │ │ │ ct-vs-nextjs-vs-vue-which-fro │ it directly or via Next.js. │ │ │ │ ntend-framework-wins-in-2025- │ │ │ │ │ 26gj │ │ │ ├─────┼───────────────────────────────┼────────────────────────────────┼───────┤ │ 4 │ The 2025 Tech Stack Dilemma: │ According to the 2025 State of │ 0.78 │ │ │ React vs Vue vs Angular for │ JavaScript survey, developers │ │ │ │ Enterprise Applications │ using frameworks report 35-50% │ │ │ │ https://www.codertrove.com/ar │ faster development cycles │ │ │ │ ticles/2025-tech-stack-dilemm │ compared to vanilla │ │ │ │ a-react-vs-vue-vs-angular-for │ JavaScript. The 2024 State of │ │ │ │ -enterprise-application │ JavaScript survey reveals that │ │ │ │ │ 78% of developers cite 'faster │ │ │ │ │ development' as their primary │ │ │ │ │ reason for adoption. │ │ ├─────┼───────────────────────────────┼────────────────────────────────┼───────┤ │ 5 │ Web Development with React vs │ React maintains its dominant │ 0.85 │ │ │ Vue.js: 2025 Comparison | │ position with approximately │ │ │ │ iTechDev Blog │ 68% market share among │ │ │ │ https://www.itechdev.com.mx/b │ enterprise applications │ │ │ │ log/react-vs-vue-comparison-2 │ globally. Vue 3.4 creates │ │ │ │ 025 │ 1,000 rows in 38ms vs React │ │ │ │ │ 19's 42ms. Bundle size │ │ │ │ │ (min+gzip): React 44KB, Vue │ │ │ │ │ 33KB. Fortune 500 adoption: │ │ │ │ │ React 47%, Vue 12%. │ │ ├─────┼───────────────────────────────┼────────────────────────────────┼───────┤ │ 6 │ React 19 Features & Updates │ React 19 emerges as a landmark │ 0.87 │ │ │ (2025): What's New & Why It │ release that brings │ │ │ │ Matters - WEQ │ significant enhancements to │ │ │ │ https://weqtechnologies.com/r │ performance, developer │ │ │ │ eact-19-features-updates-2025 │ experience, and scalability. │ │ │ │ -whats-new-why-it-matters/ │ This update builds on the │ │ │ │ │ foundations laid by React 18, │ │ │ │ │ introducing powerful new │ │ │ │ │ features like the React │ │ │ │ │ Compiler, Actions API, and │ │ │ │ │ enhanced support for React │ │ │ │ │ Server Components. │ │ ├─────┼───────────────────────────────┼────────────────────────────────┼───────┤ │ 7 │ React 19: Architecture │ The React Compiler │ 0.83 │ │ │ Shifts, Performance │ automatically handles │ │ │ │ Optimization, and the Future │ memoization, rendering hooks │ │ │ │ of Enterprise Web Development │ like useMemo and useCallback │ │ │ │ https://pblinuxtech.com/react │ largely redundant for │ │ │ │ -19-architecture-shifts-perfo │ performance optimization. │ │ │ │ rmance-optimization-and-the-f │ Native support for Server │ │ │ │ uture-of-enterprise-web-devel │ Components allows for │ │ │ │ opment/ │ zero-bundle-size dependencies │ │ │ │ │ and direct database access, │ │ │ │ │ optimizing the use of │ │ │ │ │ Linux-based edge runtimes. │ │ ├─────┼───────────────────────────────┼────────────────────────────────┼───────┤ │ 8 │ Vue.js in the Enterprise: Why │ By 2026, more │ 0.79 │ │ │ More Companies Are Choosing │ organizations—startups, │ │ │ │ Vue in 2026 – Manifest │ Fortune 500 companies, large │ │ │ │ https://manifestinfotech.com/ │ SaaS platforms, and government │ │ │ │ vue-js-in-the-enterprise-why- │ tech teams—are adopting Vue │ │ │ │ more-companies-are-choosing-v │ for mission-critical │ │ │ │ ue-in-2026/ │ applications. Pinia, now the │ │ │ │ │ official store for Vue, │ │ │ │ │ delivers TypeScript-first │ │ │ │ │ architecture, lightweight │ │ │ │ │ design, better devtools │ │ │ │ │ integration, faster global │ │ │ │ │ state handling. │ │ ├─────┼───────────────────────────────┼────────────────────────────────┼───────┤ │ 9 │ The State of Vue.js Report │ This report, created in │ 0.84 │ │ │ 2025 │ collaboration with Evan You │ │ │ │ https://stateofvue.framer.web │ and the Vue and Nuxt Core │ │ │ │ site/ │ Teams, offers unique insights │ │ │ │ │ across 150 virtual pages. │ │ │ │ │ We've included 16 real-world │ │ │ │ │ case studies from leading │ │ │ │ │ brands, including GitLab, Hack │ │ │ │ │ The Box, Storyblok, Booksy, │ │ │ │ │ and DocPlanner. │ │ ├─────┼───────────────────────────────┼────────────────────────────────┼───────┤ │ 10 │ React vs Angular vs Vue: │ React, maintained by Meta, is │ 0.84 │ │ │ Choosing the Best for │ a declarative, component-based │ │ │ │ Enterprise in 2025 │ library for building user │ │ │ │ https://softwarelogic.co/en/b │ interfaces. Its virtual DOM │ │ │ │ log/which-javascript-framewor │ and one-way data flow provide │ │ │ │ k-is-best-for-enterprise-reac │ outstanding performance and │ │ │ │ t-angular-or-vue │ flexibility. Vue is loved for │ │ │ │ │ its gentle learning curve and │ │ │ │ │ progressive adoption. Angular │ │ │ │ │ is designed for large, complex │ │ │ │ │ enterprise applications where │ │ │ │ │ structure and scalability are │ │ │ │ │ paramount. │ │ ├─────┼───────────────────────────────┼────────────────────────────────┼───────┤ │ 11 │ React vs Vue: which one │ React is built for scale. Its │ 0.86 │ │ │ should you choose in 2025? | │ flexibility, huge ecosystem, │ │ │ │ DECODE │ and massive job market make it │ │ │ │ https://decode.agency/article │ the safest choice for │ │ │ │ /react-vs-vue/ │ enterprise-grade apps. Vue is │ │ │ │ │ built for speed. With a gentle │ │ │ │ │ learning curve and official │ │ │ │ │ tools baked in, teams can move │ │ │ │ │ faster and deliver MVPs or │ │ │ │ │ mid-size apps quickly. │ │ ├─────┼───────────────────────────────┼────────────────────────────────┼───────┤ │ 12 │ What is React.js in 2025 and │ In React 19, that same Reactjs │ 0.82 │ │ │ why React 19 changed │ library comes with first-class │ │ │ │ front-end again | Merge │ async workflows, server │ │ │ │ https://merge.rocks/blog/what │ components, and metadata │ │ │ │ -is-react-js-in-2025-and-why- │ management, so teams spend │ │ │ │ react-19-changed-front-end-ag │ less time gluing libraries │ │ │ │ ain │ together and more time on │ │ │ │ │ product work. The React team │ │ │ │ │ also ships React Compiler, │ │ │ │ │ currently in beta, which │ │ │ │ │ automatically optimizes many │ │ │ │ │ components that used to │ │ │ │ │ require manual memoization. │ │ └─────┴───────────────────────────────┴────────────────────────────────┴───────┘ Gaps ┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Category ┃ Topic ┃ Detail ┃ ┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━┩ │ source_not_found │ Real-world 2026 │ No sources provided │ │ │ enterprise migration │ firsthand accounts of │ │ │ case studies from React │ enterprises switching │ │ │ to Vue or vice versa │ frameworks in 2026 with │ │ │ │ documented outcomes, only │ │ │ │ general advocacy pieces. │ ├───────────────────────┼──────────────────────────┼───────────────────────────┤ │ scope_exceeded │ Angular vs React vs Vue │ The question focused on │ │ │ head-to-head in 2026 │ React vs Vue, but Angular │ │ │ enterprise contexts │ is a significant │ │ │ │ competitor in large │ │ │ │ enterprise contexts. Full │ │ │ │ three-way comparison with │ │ │ │ 2026 data was not │ │ │ │ available. │ ├───────────────────────┼──────────────────────────┼───────────────────────────┤ │ contradictory_sources │ Vue 4 specific features │ One source │ │ │ and release status │ (automation-ops.com) │ │ │ │ mentions 'Vue 4' with │ │ │ │ 'enhanced composition API │ │ │ │ features', but most other │ │ │ │ sources discuss Vue 3.x │ │ │ │ as the current version. │ │ │ │ Vue 4 release status is │ │ │ │ unclear. │ ├───────────────────────┼──────────────────────────┼───────────────────────────┤ │ source_not_found │ Verified 2026 salary and │ Salary data found was │ │ │ hiring market data │ market-specific (Mexico) │ │ │ │ and from 2025; global │ │ │ │ 2026 enterprise hiring │ │ │ │ cost comparison between │ │ │ │ React and Vue developers │ │ │ │ was not available. │ └───────────────────────┴──────────────────────────┴───────────────────────────┘ Discovery Events ┏━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓ ┃ ┃ Suggested ┃ ┃ ┃ ┃ Type ┃ Researcher ┃ Query ┃ Reason ┃ ┡━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩ │ related_research │ database │ Vue 4 release │ One source │ │ │ │ date features │ references Vue 4 │ │ │ │ official │ with enhanced │ │ │ │ announcement 2025 │ composition API, │ │ │ │ 2026 │ but most sources │ │ │ │ │ still discuss Vue │ │ │ │ │ 3.x; clarifying │ │ │ │ │ whether Vue 4 has │ │ │ │ │ been released is │ │ │ │ │ important for │ │ │ │ │ accurate │ │ │ │ │ comparison. │ ├──────────────────┼───────────────────┼───────────────────┼───────────────────┤ │ related_research │ database │ React Server │ SSR tooling │ │ │ │ Components vs │ (Next.js vs Nuxt) │ │ │ │ Nuxt SSR │ is a key │ │ │ │ enterprise │ enterprise │ │ │ │ performance │ decision factor │ │ │ │ comparison 2025 │ mentioned across │ │ │ │ 2026 │ sources but not │ │ │ │ │ deeply │ │ │ │ │ benchmarked │ │ │ │ │ head-to-head. │ ├──────────────────┼───────────────────┼───────────────────┼───────────────────┤ │ related_research │ database │ State of │ Multiple sources │ │ │ │ JavaScript 2025 │ cite the 2025 │ │ │ │ full survey │ State of │ │ │ │ results React Vue │ JavaScript survey │ │ │ │ Angular market │ but only with │ │ │ │ share │ partial data; the │ │ │ │ │ full report would │ │ │ │ │ provide │ │ │ │ │ authoritative │ │ │ │ │ market share │ │ │ │ │ figures. │ ├──────────────────┼───────────────────┼───────────────────┼───────────────────┤ │ contradiction │ null │ Vue 4 vs Vue 3 │ Automation-ops │ │ │ │ current version │ references 'Vue │ │ │ │ enterprise 2025 │ 4' with benchmark │ │ │ │ 2026 │ data but other │ │ │ │ │ sources │ │ │ │ │ consistently │ │ │ │ │ reference Vue 3.4 │ │ │ │ │ as current. This │ │ │ │ │ is a factual │ │ │ │ │ discrepancy that │ │ │ │ │ could affect │ │ │ │ │ benchmark │ │ │ │ │ interpretation. │ └──────────────────┴───────────────────┴───────────────────┴───────────────────┘ Open Questions ┏━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Priority ┃ Question ┃ Context ┃ ┡━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩ │ high │ Has Vue 4 officially been │ One source claims Vue 4 shows │ │ │ released, and what are its │ 15% faster initial render times │ │ │ actual performance │ than React 19, but most sources │ │ │ characteristics vs React 19 in │ still discuss Vue 3.4 as │ │ │ enterprise applications? │ current. This discrepancy │ │ │ │ affects benchmark reliability. │ ├──────────┼─────────────────────────────────┼─────────────────────────────────┤ │ high │ How does React's new React │ React Compiler automates │ │ │ Compiler (in beta) affect the │ memoization and is described as │ │ │ performance gap between React │ a game-changer, but its │ │ │ and Vue in production │ real-world impact on large │ │ │ enterprise applications? │ enterprise codebases has not │ │ │ │ yet been fully benchmarked │ │ │ │ against Vue's │ │ │ │ compiler-optimized reactivity. │ ├──────────┼─────────────────────────────────┼─────────────────────────────────┤ │ medium │ For enterprises currently on │ The State of Vue.js Report 2025 │ │ │ Vue 2 or Vue 3, what is the │ includes a chapter on Vue 3 │ │ │ actual cost and risk profile of │ Migration, suggesting migration │ │ │ upgrading to future Vue │ is still a concern for many │ │ │ versions vs migrating to React? │ enterprise teams. │ ├──────────┼─────────────────────────────────┼─────────────────────────────────┤ │ medium │ How does the developer hiring │ Sources note strong Vue │ │ │ market for Vue vs React differ │ adoption in Asia-Pacific and │ │ │ across regions (Asia-Pacific vs │ Latin America but React │ │ │ North America vs Europe) for │ dominance globally. Regional │ │ │ enterprise teams planning 2026 │ hiring market differences could │ │ │ staffing? │ significantly impact enterprise │ │ │ │ framework choices. │ ├──────────┼─────────────────────────────────┼─────────────────────────────────┤ │ low │ What is the total cost of │ Sources discuss development │ │ │ ownership difference between │ cost at project level but do │ │ │ React+Next.js and Vue+Nuxt for │ not model long-term TCO │ │ │ a 50+ person enterprise │ including training, │ │ │ frontend team over a 3-year │ maintenance, tooling, and │ │ │ horizon? │ hiring costs for large teams. │ └──────────┴─────────────────────────────────┴─────────────────────────────────┘ ╭───────────────────────────────── Confidence ─────────────────────────────────╮ │ Overall: 0.81 │ │ Corroborating sources: 12 │ │ Source authority: medium │ │ Contradiction detected: True │ │ Query specificity match: 0.85 │ │ Budget status: spent │ │ Recency: current │ ╰──────────────────────────────────────────────────────────────────────────────╯ ╭──────────────────────────────────── Cost ────────────────────────────────────╮ │ Tokens: 56137 │ │ Iterations: 3 │ │ Wall time: 110.41s │ │ Model: claude-sonnet-4-6 │ ╰──────────────────────────────────────────────────────────────────────────────╯ trace_id: 7c8dd19b-174b-4850-a2f5-28917d37c0c0