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Discipline SwE ME CE EE CompE ChemE IE AeroE BioE EnvE PetE MatE NucE MarE GeoE RobE AutoE StruE TelE MinE AgE PhotE AcE NanoE
Software Eng (SwE) 100 25 15 60 90 20 40 20 30 20 15 25 20 20 15 75 30 15 65 10 15 50 30 35
Mechanical Eng (ME) 25 100 40 45 40 50 65 80 55 35 60 60 55 70 30 65 85 45 30 25 45 35 40 50
Civil Eng (CE) 15 40 100 25 20 30 40 30 25 70 40 35 30 50 85 25 30 95 20 60 40 20 25 30
Electrical Eng (EE) 60 45 25 100 80 30 40 40 50 30 25 40 45 40 20 70 45 20 85 15 20 75 40 45
Computer Eng (CompE) 90 40 20 80 100 20 35 30 35 20

📊 AI Code Quality Scorecard

Evaluation Criteria Plandex Bolt Google Studio Claude Code Amazon Q Lovable V0 Codex CLI
Functionality 4.0 4.2 3.8 3.0 3.5 4.2 2.5 2.8
Code Quality 5.0 4.8 4.8 4.5 4.2 3.0 2.0 1.5
Architecture 5.0 5.0 4.8 4.5 4.0 3.0 2.0 1.5
TypeScript 5.0 5.0 4.8 4.5 4.2 3.0 2.8 2.0
React 4.5 4.5 4.5 4.2 3.5 3.5 2.5 2.0
Next.js 5.0 5.0 5.0 4.5 4.5 1.0 3.5 2.0
| Category | Plandex | Bolt | Google Studio | Claude Code | Amazon Q | Lovable | V0 | Codex CLI |
|----------|---------|------|---------------|-------------|----------|---------|-------|-----------|
| I. Code Correctness & Functionality | 4.0 | 4.2 | 3.8 | 3.0 | 3.5 | 4.2 | 2.5 | 2.8 |
| II. Code Quality & Maintainability | 5.0 | 4.8 | 4.8 | 4.5 | 4.2 | 3.0 | 2.0 | 1.5 |
| III. Architecture & Design | 5.0 | 5.0 | 4.8 | 4.5 | 4.0 | 3.0 | 2.0 | 1.5 |
| IV. TypeScript Usage | 5.0 | 5.0 | 4.8 | 4.5 | 4.2 | 3.0 | 2.8 | 2.0 |
| V. React Best Practices | 4.5 | 4.5 | 4.5 | 4.2 | 3.5 | 3.5 | 2.5 | 2.0 |
| VI. Next.js Specifics | 5.0 | 5.0 | 5.0 | 4.5 | 4.5 | 1.0 | 3.5 | 2.0 |
| VII. Styling (Tailwind CSS) | 4.5 | 5.0 | 5.0 | 4.0 | 4.0 | 4.5 | 4.0 | 3.5 |
| VIII. Performance Considerations | 4.2 | 3.8 | 4.0 | 3.5 | 2.8 | 3.5 | 2.5 | 2.0 |
Reviewer Amazon Q. Claude CLI Codex Plandex
Amazon Q 92/100 (3rd) 97/100 (1st) 70/100 (4th) 93/100 (2nd)
Claude 89/100 (3rd) 93/100 (2nd) 67/100 (4th) 98/100 (1st)
Codex 85/100 (3rd) 88/100 (2nd) 60/100 (4th) 95/100 (1st)
Plandex 92/100 (3rd) 97/100 (1st) 70/100 (4th) 93/100 (2nd)
Average 89.5 93.75 66.75 94.75
Amazon Q Claude Codex PlandexAI
Amazon Q 3 1 4 2
Claude 3 2 4 1
Codex 3 1 4 2
PlandexAI 3 1 4 2
Aspect Traditional Analysis AI-Driven Analysis
Time to Insight Hours to days (e.g., writing SQL queries) Seconds to minutes (e.g., typing a question)
Skill Level Coding or analyst required No technical skills needed
Ease of Use Complex tools and interfaces Plain English questions
Accessibility Limited to experts Anyone can use it