ChatGPT vs a dedicated stock research tool

General AI is great at explaining

ChatGPT (and similar models) can define free cash flow, outline a valuation framework, or summarize a concept. That educational layer is valuable.

Where general chat breaks down

• Stale or invented numbers — models are not a live quote feed
• No shared visual panel — you cannot click a margin chart and ask “why did this dip?”
• No portfolio memory — answers are generic unless you paste holdings every time
• Weak source discipline — hard to audit which figure came from where

What a research terminal adds

A dedicated tool wires market data APIs, charts, news, and multi-model chat into one workspace. The AI can answer with the same ticker context you are looking at.

Practical rule of thumb

Use a general chatbot to learn concepts. Use a stock research workspace when you need current figures, side-by-side charts, and repeatable workflows around companies you actually follow.

Neither replaces your judgment. Neither is investment advice.