Recommendations · open-entity · rec-web-framework-01
What is the best framework for building a new production web application front end?
0.00
Divergence
0.80
Avg stability
0%
Refusal rate
3
Models
Where each model stands
ChatGPTReact + Next.js×100%
ClaudeNext.js×80%
GeminiNext.js×60%
ChatGPT modal React + Next.js [React + Next.js + TypeScript, React + Next.js + TypeScript, React + Next.js, React + Next.js, React + Next.js (App Router) + TypeScript] · stability 1.00
- 1 React + Next.js + TypeScript 0.95 The answer states: 'the safest default today is: React + Next.js (with TypeScript)' and concludes 'If you want a one-line answer: start with React + Next.js + TypeScript unless you have a strong reason to pick something else.'
- 2 React + Next.js + TypeScript 0.95 The answer states: “If you want a single, practical recommendation for a new general-purpose production front end today: React + Next.js + TypeScript is the safest, most flexible choice.”
- 3 React + Next.js 0.95 The answer states: 'If you want a single practical recommendation for most new production web apps today, choose React with Next.js (and TypeScript)' and lists 'React + Next.js (recommended default)'.
- 4 React + Next.js 0.90 The answer states: “for most new production web apps I’d start with React + Next.js” and lists it as the “General-purpose, safest pick.”
- 5 React + Next.js (App Router) + TypeScript 0.95 The answer's 'Short answer / default recommendation' states: 'For most new production web apps: React + Next.js (App Router) + TypeScript.'
Claude modal Next.js [Next.js, Next.js, Next.js, Next.js, React] · stability 0.80
- 1 Next.js 0.85 The answer explicitly recommends 'Start with Next.js if building from scratch' for a new production web application, citing its full-stack capabilities, built-in routing/deployment, and strong community as practical advantages.
- 2 Next.js 0.85 For most new production projects in 2024: Start with Next.js (React-based). Provides full-stack foundation, handles common production needs, massive community and package ecosystem, strong hosting support.
- 3 Next.js 0.75 The answer explicitly recommends 'Start with Next.js if you want speed-to-production' as the primary recommendation, positioning it as the best choice for most production scenarios, followed by React as an alternative.
- 4 Next.js 0.85 The assistant explicitly states 'My Current Recommendation: Next.js for most new production apps—it bundles React with sensible defaults and scales well.'
- 5 React 0.85 The answer explicitly states 'My default recommendation: React + Next.js for most production apps—the maturity, hiring pool, and ecosystem typically outweigh the complexity.'
Gemini modal Next.js [React, Next.js, Next.js, React, Next.js] · stability 0.60
- 1 React 0.90 The assistant names React as 'the pragmatic default choice for a new production web application today' and describes it as the industry standard.
- 2 Next.js 0.90 The answer identifies Next.js (React) as the 'default industry standard for a new production web application' and the 'safest bet' default choice.
- 3 Next.js 0.85 The pragmatic default for 2024: If you have no strong ideological preference, choose React with Next.js (App Router)... its sheer market dominance makes it the lowest-risk investment for a production application.
- 4 React 0.95 The assistant states that 'React (specifically paired with Next.js or Vite) remains the industry standard and safest bet' and concludes with the final recommendation: 'If you are unsure: Go with React'.
- 5 Next.js 0.90 The assistant states that for 'the safest, most practical choice for a production application, the answer is almost always React (via Next.js)' and names 'Next.js (React)' as the 'Default Choice' in the final verdict.
Change over time
No change from the prior run — every model's modal stance held.
Every stance label is a derived judgment over the model's free-text answer, kept auditable against the original transcript in the run's raw data. Method: /methodology.