CAVALRY
C A V A L R Y

AI research at the speed of the market.

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Team and mentors from

  • University of Toronto
  • University of Waterloo
  • Pennsylvania State University

Every tool a trader reaches for, on one screen.

Cataphract

Ask anything about the market and get sourced answers in seconds.

The Cavalry Ask page: a market question typed in the composer, the coming earnings, releases and analyst calls, and the watchlist heatmap, sectors and breadth

Calendars

Macro releases and company earnings, with estimates and history.

The Cavalry Earnings calendar: the week of company reports with estimates, and one company opened with its past results
The Cavalry Economic calendar: the month of releases and one opened with its history

Analyst targets

Consensus ratings and price targets, with every broker call behind them.

The Cavalry Analyst targets page for NVDA: the consensus, the price and average target chart and the broker table

Chart

Real time charts, technical indicators and order entry in one view.

The Cavalry chart page: NVDA candles with two moving averages and Bollinger bands, RSI and stochastic panes, the watchlist and key stats

Screener

Screen the whole market and keep your watchlist in sync.

The Cavalry Screener: US large caps by market cap, with the filters open

Markets

Every sector on one heatmap, and the biggest gainers and losers of the day.

The Cavalry Market movers page: the top gainers with their volume, relative volume and market cap
The Cavalry Heatmap: the S&P 500 by sector, sized by market cap and coloured by the day's move

Alternative data

App reviews and hiring for public and private companies, charted against the stock.

The Cavalry Alternative data page for Coinbase: the price, iOS and Android ratings, weekly review volume and complaint topics on one time axis

Commodities

Live commodity news and prices, mapped to the places that move supply.

The Cavalry Commodities page: commodity prices, news and a map of the places that move supply

Fundamentals

Statements, peers, fund holders, estimates and earnings calls, company by company.

The Cavalry Call transcripts page for Lockheed Martin: the latest earnings call with its speakers, analysts and contents
The Cavalry Analyst estimates page for Lockheed Martin: consensus EPS and revenue by period, the consensus trend and revisions
The Cavalry Fund ownership page for Lockheed Martin: the largest fund holders, their quarterly changes and the ten biggest moves charted
The Cavalry Comparison page: Lockheed Martin beside its industry peers on value, multiples, growth and margins
The Cavalry Financials page for Lockheed Martin: the income statement by quarter, with revenue and net income charted

Corp events

Filings, insider trades, financings and trading halts as they post.

The Cavalry Trading halts page: halts and resumptions with their venue, reason and duration
The Cavalry Financings page: equity offerings sized against market value, one offering opened with its size test
The Cavalry Insiders page: insider sales with the insider, role, price, value and holdings after
The Cavalry Filings page: a day of company filings by form and event

Workspaces

Every tool on one screen, saved as your own layouts.

  • Cataphract
  • Calendars
  • Analyst targets
  • Chart
  • Screener
  • Markets
  • Alternative data
  • Commodities
  • Fundamentals
  • Corp events
A Cavalry workspace: an NVDA chart, the S&P 500 heatmap, the watchlist and the analyst consensus on one screen

Cavalry Market Benchmark

60 market questions, graded blind. Accuracy: right = 1, partial = 0.5, wrong = 0, out of 60. Independent judges graded every answer blind; the median grade counts.

Accuracy and answer time

Each model with web search only, then with Cavalry.

GPT 6.1 OpenAI
+55.0 points of accuracy
24.4s faster per answer
Claude Opus 5.5 Anthropic
+22.5 points of accuracy
30.5s faster per answer
  • Web search only
  • With Cavalry

GPT 6.1 OpenAI

Median response 48.7s with web search only, 24.3s with Cavalry

Claude Opus 5.5 Anthropic

Median response 51.2s with web search only, 20.7s with Cavalry

Full results

Team

  • Ali Karimi

    Ali Karimi

    Founder

    University of Toronto, Computer Science Specialist and Political Science

  • Parsa Jamshidi

    Parsa Jamshidi

    Cofounder

    University of Toronto, Computer Science Specialist and Mathematics

For desks and funds

Talk to sales
A Cavalry workspace: a chart, the S&P 500 heatmap, the watchlist and the analyst consensus on one screen

Start your research with Cavalry.

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