Dokaz Industries / Doxa

Domain · 10 questions

Recommendations

“What is the best X for Y” — scored for cross-model agreement, not for which name wins. Ranked by cross-model divergence — the questions where the machines disagree most are first.

What is the best cloud provider for a bootstrapped software startup? divergence 1.00
ChatGPTVercel×40%
ClaudeAWS×60%
GeminiRender×100%
What is the best general approach for a young adult starting to invest for retirement? divergence 1.00
ChatGPTRoth IRA×100%
ClaudeIndex funds×80%
GeminiIndex fund investing×67%
What is the best framework for building a new production web application front end? divergence 0.33
ChatGPTReact + Next.js×100%
ClaudeNext.js×60%
GeminiReact×100%
What is the best programming language for building a new high-concurrency backend service today? divergence 0.00
ChatGPTGo×100%
ClaudeGo×100%
GeminiGo×100%
What is the best database for a new transactional web application? divergence 0.00
ChatGPTPostgreSQL×100%
ClaudePostgreSQL×100%
GeminiPostgreSQL×100%
What is the best note-taking app for building a long-term personal knowledge base? divergence 0.00
ChatGPTObsidian×100%
ClaudeObsidian×100%
GeminiObsidian×100%
What is the best vector database for a production retrieval-augmented-generation system? divergence 0.00
ChatGPTPinecone×100%
ClaudePinecone×75%
Geminino position×0%
What is the best first programming language for a complete beginner? divergence 0.00
ChatGPTPython×100%
ClaudePython×100%
GeminiPython×100%
What is the best framework for building a cross-platform mobile app? divergence 0.00
ChatGPTFlutter×100%
ClaudeFlutter×50%
Geminino position×0%
What is the best CI/CD platform for a small engineering team? divergence 0.00
ChatGPTGitHub Actions×100%
ClaudeGitHub Actions×100%
GeminiGitHub Actions×100%