We asked 4 AI models to recommend the top coding bootcamps for career change. Here's what GPT-4.1, Gemini, Grok, and Llama agree on.
🏆 AI Consensus Winner: General Assembly — recommended by 3/4 models
🟡 AI Confidence: MEDIUM
AI Consensus
These products were recommended by multiple AI models:
- General Assembly
- Flatiron School
- Le Wagon
- Hack Reactor
- Springboard
What Each AI Recommends
| Rank | GPT-4.1 | Gemini | Grok | Llama |
|---|---|---|---|---|
| 1 | General Assembly | General Assembly | App Academy | General Assembly |
| 2 | Flatiron School | App Academy | Codesmith | App Academy |
| 3 | Le Wagon | Flatiron School | Flatiron School | Hack Reactor |
| 4 | Hack Reactor | Hack Reactor | General Assembly | Coding Bootcamp by Flatiron School |
| 5 | Springboard | Le Wagon | Springboard | Galvanize |
Best For Your Needs
- Best overall: General Assembly
- Best free option: Flatiron School
- Best for small teams: Le Wagon
- Best for enterprises: General Assembly
Methodology
We asked each AI model: "What are the Top Coding Bootcamps For Career Change? List your top 5 recommendations."
Models used: GPT-4.1 Nano (OpenAI), Gemini 2.5 Flash (Google), Grok 4.1 Fast (xAI), Llama 4 Scout (Meta). No web search was enabled — these are pure AI opinions based on training data.
The "AI Consensus" shows products mentioned by 2 or more models. The winner is the product that appears most frequently in the #1 position.