Dokaz Industries / Doxa

Recommendations · open-entity · rec-web-framework-01

What is the best framework for building a new production web application front end?

0.00
Divergence
1.00
Avg stability
11%
Refusal rate
3
Models

Where each model stands

ChatGPTNext.js×100%
ClaudeNext.js×100%
GeminiNext.js×100%
ChatGPT modal Next.js [React + Next.js, React + Next.js + TypeScript, Next.js] · stability 1.00
  • 1 React + Next.js 0.90 The answer's top general recommendation and quick scenario suggestion: “General SaaS/web app, balanced needs: React + Next.js + TypeScript” and describes Next.js as "Best for: general-purpose production apps."
  • 2 React + Next.js + TypeScript 0.90 The answer’s single pragmatic recommendation: “If you want a single pragmatic recommendation that fits most new production web apps today: React + Next.js + TypeScript” and later: “Want lowest risk and biggest ecosystem: React + Next.js + TypeScript.”
  • 3 Next.js 0.95 The answer states the safest, most productive choice for most new production web apps is “React with Next.js (or Remix) and TypeScript” and explicitly lists “Best general-purpose (most teams): React + Next.js + TypeScript.”
Claude modal Next.js [Next.js, Next.js, Next.js] · stability 1.00
  • 1 Next.js 0.85 The answer states 'Safe default for most: Next.js (balances features, DX, and production-readiness)' as the recommended choice after discussing multiple frameworks, positioning it as the best general-purpose recommendation.
  • 2 Next.js 0.85 For most new production apps in 2024: Next.js offers the best productivity + scalability balance, combining React's ecosystem with modern full-stack capabilities.
  • 3 Next.js 0.75 The answer's practical recommendation identifies Next.js as 'Most balanced' and explicitly states it 'covers most needs well' for production web applications, positioning it as the primary recommendation despite acknowledging other valid options by use case.
Gemini modal Next.js [no position, Next.js, Next.js] · stability 1.00
  • 1 no position 0.90 The answer states 'There is no single "best" framework' and instead presents situational recommendations based on team needs, project type, and architecture.
  • 2 Next.js 0.90 The answer identifies React via Next.js as the 'industry consensus default' and specifically lists 'React with Next.js' as the framework in its 'Recommended Production Stack (2024 Standard)'.
  • 3 Next.js 0.85 The assistant calls React via Next.js the industry standard default and specifically states in its final recommendation: 'If you must make a decision today for a funded startup or standard commercial project, choose Next.js (React).'

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.