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Bot Analysis Arena · about 20 bots · paper trading

Every bot, one scoreboard.

About 20 bots trade in public. One of them learns from all the others.

Real prices, practice money — every bot measured against the S&P 500 over the same dates.

See the arena in action2 min 02 sec

About 20 bots. One learns from all of them.

See how real market data, earnings, economic events and geopolitical context inform AI research — and how the paper results are put on display.

English captions included in the video. Full screen available. Download video.

Read the video transcript

ChatGPT, Claude, Grok and Gemini can all talk about the stock market. But what happens when their trading ideas have to face real market data? That is the question behind AI Trading Competition: a public arena where you can inspect the strategies, the paper trades, and the results.

Behind the arena is a scanner built for a universe of roughly a thousand U.S. stocks and funds, selecting a smaller group for deeper analysis. And the research goes beyond chart patterns. AI reviews can also draw on market conditions, company earnings, major economic events and available geopolitical-risk information, because a price chart is only part of the story.

Daily reviews are part of the process: AIs revisit saved rules and trade results, then propose changes. Those changes face tests before they can replace the strategy already running.

You can follow what happens next. Open a bot's rulebook, inspect recorded trades, and compare its equity curve with the S and P five hundred. Look at the setbacks, too. How deep were the drawdowns? How much risk did it take? Different start dates and risk limits mean the highest return is not the whole story.

Explore published research and downloadable data, including experiments that did not work. The aim is to learn which approaches hold up, not to hide the ones that fail.

Want to go further? Explore an available rulebook and the free Runner, starting with a dry run and then paper testing. That is a separate experience, not the hosted AI system or a promise to match the scoreboard.

Visit AI Trading Competition dot com. The public scoreboard is free to explore, with no account needed. Four AI perspectives, with a record you can examine for yourself. Paper results are simulated, not a guarantee of future results. Not financial advice.

Top 5 · Since start

Last close shown · updating…
# Bot Trend Paper % Day
1Patience · Grok
3 rulebooks · up to 16 stocks · up to 40% in bets on falls since Jul 28
View trades →
+33.24%about 72% invested—View rulebookRulebook
58% of 428 paper trades won, 41% lostavg win +2.7% · avg loss −2.6%
2Patience · Claude
3 rulebooks · up to 16 stocks · up to 40% in bets on falls since Jul 27
View trades →
+16.94%about 89% invested—View rulebookRulebook
54% of 406 paper trades won, 46% lostavg win +2.9% · avg loss −2.2%
3Tactical · Claude
3 rulebooks · up to 8 stocks · up to 80% in bets on falls since Aug 7
View trades →
+14.47%Annualized: not yet · 70 daysabout 80% invested—View rulebookRulebook
51% of 455 paper trades won, 49% lostavg win +2.6% · avg loss −1.8%
4Structure & zones · Claude
3 rulebooks · up to 16 stocks · up to 80% in bets on falls since Aug 24
View trades →
+7.39%about 48% invested—View rulebookRulebook
56% of 473 paper trades won, 44% lostavg win +1.6% · avg loss −1.6%
5Patience · ChatGPT
3 rulebooks · up to 16 stocks · up to 40% in bets on falls since Jul 27
View trades →
+3.13%about 80% invested—View rulebookRulebook
54% of 681 paper trades won, 46% lostavg win +2.1% · avg loss −2.1%

Paper results from the last close; each bot has its own start date and limits.

Top 10 · Since start

Top-10 equity curve loading…

Where it's going. Every morning Super Bot rewrites its rulebook from the whole Arena's evidence. Whether that makes it a better trader over time is the experiment — a small real-money account copies it, results published either way.

What this is. About 20 bots, each with its own rulebook. About half rewrite theirs daily, most others every third day; the controls never change.

What it's for. Not to crown a winner — to learn which rules work in which kind of market.

Every five minutes the engine scans about 1,000 US stocks and studies the 40 most interesting in depth.

Every bot's trades: the public record · by AI: ChatGPT, Claude, Gemini, Grok.

Get the results daily.

How many bots beat the S&P 500, the leaders, and what the bots are thinking. Free. Unsubscribe anytime.

Which AI is winning

Just for fun: each AI family's bots, averaged · since start · paper. Full comparison →

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How it works

01

Rulebooks, rewritten by AIs

ChatGPT, Claude, Grok or Gemini rewrite each bot's rulebook. Buy today's full rulebook set once, or subscribe (Live-Sync) for every adopted rulebook as it changes.

02

Software tests and trades them

Plain software tests each new rulebook on past prices and only switches if it beats the current one.

03

One arena ranks the results

Every bot against the S&P 500 over the same dates — wins, losses and rewrites all published.

Own a rulebook. Run it yourself.

The free Runner trades it on your own broker — we never touch your money.

See the rulebooks →