Stock and fund research
For anyone who asks an AI assistant to look up a company or a fund for them
The review for this task
Can you rely on AI to research a stock or fund?
Overall ranking · researching real stocks and funds, score out of 100
dots leads; Instinct and Muse each have two answers scored 0, Grok Bot one
Solid dot: the total, out of 100. Hollow marks: three of its four parts, scored yes or no on every answer.
TotalCorrectTrustworthyUsable
1dots93.9Best
2Grok Bot85.0
3Instinct80.4
4Muse76.6
Score out of 10060708090100
- Total = 40 Correct + 30 Trustworthy + 20 Usable + 10 Second try, averaged over six equal jobs. Second try is 88.3–92.3 for every assistant and is not drawn.
- Totals count an answer with a critical error or no answer as 0; the part marks average the answers given.
- The axis starts at 60.
- Plans differ: ChatGPT Pro, X Premium, Meta’s free plan for Muse; Instinct shows no plan.
- Red marks the best result on each measure; ties are marked equally.
18 first answers per assistant · facts as of 4 pm ET, 16 Oct 2026 · asked 26–28 Oct 2026analyst.ai
Let AI find a company's or fund's own reports and pull out the numbers, but open the report before you act on a figure. Start with ChatGPT dots on the paid Pro plan, which never gave a figure from the wrong period.