Bench Research

AI Equity Research

Equity research,generated in minutes.

A multi-agent pipeline of AI analysts debates any US-listed ticker on any historical date and hands you a Markdown research bundle — analysts, bull and bear researchers, a trader, a risk team, and a portfolio manager’s verdict.

Educational purposes only. Not investment advice. No warranty.

How it works

One pipeline, three steps. Most reports finish in five to fifteen minutes.

  1. 01

    Pick a ticker and a date

    Submit any US-listed symbol and a historical analysis date. Choose a debate depth from one to three rounds.

  2. 02

    Agents debate, the trader plans

    Four analysts pull market, sentiment, news, and fundamentals data. Bull and bear researchers debate. A trader writes the plan; a risk team reviews; the portfolio manager rules.

  3. 03

    Read or download the bundle

    View the rendered report in your dashboard or download the full Markdown archive — analyst reports, debate transcripts, and the final decision.

Inside every report

Five stages. Twelve documents.

View the full sample report →
  1. I
    Analyst Team
    Market technicals · Social sentiment · News & macro · Company fundamentals
  2. II
    Research Debate
    Bull and bear researchers argue the case; a research manager renders a verdict.
  3. III
    Trader
    Translates the research into an entry, sizing, and stop plan.
  4. IV
    Risk Management
    Aggressive, conservative, and neutral analysts pressure-test the plan.
  5. V
    Portfolio Manager
    Approves, modifies, or rejects the trade with a final written decision.

New — Autonomous Trading

From research to execution. Fully automated.

Connect your brokerage and let Bench Research turn AI-powered equity reports into live trading strategies. Backtest with 2 years of data, validate with Monte Carlo simulation, then execute on paper or live accounts — all with human oversight built in.

Multi-Agent Pipeline

Research → Strategy → Backtest → Risk → Execute → Monitor. Each agent specializes, checks the others, and signs off.

Connect Your Broker

Plug in Alpaca, Schwab, or Interactive Brokers. Paper trade first, go live when you're ready.

Built-in Backtesting

7 strategies, 15 indicators, Monte Carlo simulation, walk-forward optimization, and benchmark comparison — all included.

Human Approval Gate

Review and approve every trade before execution — or enable auto-execute for fully autonomous operation.

Risk Guardian

PDT rule checks, position concentration limits, daily loss caps, and conviction thresholds protect your capital.

Portfolio Monitoring

Continuous position tracking with auto-close at targets and stops. Daily P&L, drawdown alerts, and performance metrics.

Get startedPaper trading by default · Alpaca, Schwab, IBKR supported

Important

Bench Research generates AI research outputs for educational and informational purposes only. Nothing here is investment advice, a recommendation to buy or sell any security, or a guarantee of any outcome. No warranty, express or implied. Read our Terms and Privacy Policy.