Honest comparisons, including where we lose.

Every company's comparison page concludes that they win. That's why nobody trusts them. Here we state plainly what each tool is genuinely better at — sometimes that's not us.

For research and education. Not financial advice.

Pick a comparison

TRUE vs ChatGPT

ChatGPT reasons beautifully but has no reliable live market data. TRUE is wired into it and cites what it used. They're better together than apart.

General AI

TRUE vs Perplexity

Perplexity is excellent at finding and citing pages on the web. TRUE works from structured market data rather than whatever ranked highly today.

AI search

TRUE vs Bloomberg Terminal

Bloomberg is the institutional gold standard, and costs accordingly. TRUE covers a fraction of that surface, in plain English, for individuals.

Professional data

TRUE vs TradingView

TradingView owns charting, and we don't try to compete. TRUE explains the why behind the chart rather than drawing it.

Charting

TRUE vs stock-pick services

Pick services tell you what to buy. TRUE deliberately won't — and this page explains why we think that's the right call.

Stock picks

Best AI stock analysis tools

A survey of the category, what to look for, and the red flags that should make you close the tab immediately.

Roundup

Bloomberg Terminal alternatives

A terminal costs around $30,000 a year. What individuals actually need instead, and which tools cover it.

Roundup

ChatGPT for stock analysis

What a general assistant genuinely does well on markets, where it quietly fails, and how to ground it in real data.

Guide

TRUE vs Seeking Alpha

They publish ratings and opinions from a huge contributor base. We check claims against data and rate nothing.

Opinion & ratings

TRUE vs Yahoo Finance

Yahoo tells you what the number is. TRUE tells you why it changed. Both free; use both.

Portal

TRUE vs Koyfin

Koyfin is the instrument panel. TRUE is the analyst reading it.

Data terminal

TRUE vs Morningstar

Morningstar rates funds. TRUE won't rate anything — but it will show you the overlap you didn't know you had.

Fund ratings

TRUE vs AlphaSense

Enterprise research infrastructure vs a free assistant for individuals. Different customers entirely.

Enterprise

How we compare. We describe capabilities, not performance. We do not publish return figures, win rates, or back-tests for TRUE or anyone else — those numbers are trivially cherry-picked and mean very little. If a comparison here is out of date or unfair, tell us.

Try it on a question you already understand.

The fastest way to judge any research tool is to ask it something you can grade.

For research and education. Not financial advice.