Four analysts dig in. Bulls and bears debate. A trader decides. Risk has the final say. A structured research report in minutes — not days.
Free starter credits · No card required · US · HK · China A-shares
Many AI stock tools are one model answering one prompt. StockAgents runs a 13-agent team through the same pipeline a real research desk uses.
Four specialist agents gather the facts in parallel.
Bull vs bear. Claims must survive data challenges.
A trader agent weighs both sides and calls it.
Aggressive / Neutral / Conservative views, then a final risk judgment.
Single-model tools tell you what you want to hear. Here, every bullish claim gets attacked by a bear agent — and vice versa — until only defensible arguments survive.
Builds a data-backed case for the stock.
Stress-tests every claim and hunts for fatal flaws.
Every argument, every counter-argument, every source — visible in the report. Nothing hidden behind a black box.
Not a marketing gimmick — a methodology from peer-level AI research.
The architecture follows a multi-agent research framework from UCLA & MIT researchers.
It mirrors how real investment desks work: specialists split the research, bulls and bears argue under a structured protocol, and a decision layer converges on a judgment. Multi-round adversarial debate is the mechanism that strips out single-perspective bias.
📚 Read the paper — arXiv:2412.20138StockAgents is available as a native iOS app, with App Store billing, report history, and push notifications when research is ready.
Any US, HK, or China A-share stock. Pick your depth: Quick, Standard, or Deep.
Watch the debate unfold in real time — every argument visible, nothing hidden.
A structured research report: core thesis, key risks, and what to watch.
Subscriptions renew automatically. Cancel anytime in your App Store account.
No. StockAgents is a research and analysis tool. All output is for informational purposes only and does not constitute investment advice. Always do your own diligence.
The pipeline follows a multi-agent research architecture from UCLA & MIT researchers. The app runs on current reasoning models.
US stocks, Hong Kong stocks, and China A-shares.
Instead of one model answering one prompt, 13 specialized agents research, challenge each other's claims in structured debate, then converge on a structured verdict — closer to how a real research desk works.
Thirteen agents researching, debating across multiple rounds, and risk-checking the result simply takes compute. You get a push notification the moment your report is ready.
Yes. Subscriptions renew automatically but can be cancelled anytime in your App Store account settings.
A starter analysis is on us — see how 13 agents argue about your favorite ticker.
Free starter credits · No card required