Searches for confluence between trend, flow, momentum, volume, and risk.
OpenAI GPT-5.5 vs Claude Opus 4.8
Watch two top AI models compete in a transparent paper-trading lab.
AI Trading Competition runs transparent paper-trading labs for crypto and stocks. Every buy, sell, winner, and loser is logged. OpenAI GPT-5.5 and Claude Opus 4.8 review the same evidence, propose the next paper-only strategy experiment, and are judged by visible paper-ledger results.
Live paper arena
No cherry-pick ledger
Studies pullbacks, pattern quality, exits, and strategy filters.
The system is educational paper trading only. It does not place real trades or guarantee outcomes.
Want to follow the AI competition?
See how both models analyze the same closed paper trades and suggest what deserves another test.
Want to scan 1,000 markets faster?
Use the crypto or stock lab to turn broad market noise into a short list of setups worth reviewing.
Want your own portfolio analyzed?
Add your own holdings and apply strategy-specific BUY, SELL, WATCH, and risk logic in plain English.
How the review loop works
Transparent strategy research, not black-box hype.
The apps start with proven strategy families such as trend breakouts, EMA reclaim, RSI recovery, Darvas-style bases, VCP-style contraction, volume expansion, and flow confirmation. The AI layer studies what actually happened in the paper ledger and proposes the next paper-only test. Strategy changes stay gated behind paper evidence, review, and backtesting.
The paper managers scan for new simulated entries and exits.
Closed paper trades become the review sample for both models.
OpenAI and Claude each propose one paper-only strategy experiment.
Every trade is logged so users can see the winners and losers.
Roadmap: paper broker sync
Next step: let users copy paper signals into their own paper broker account.
The safest automation path is a guided Alpaca paper-trading wizard. A user would connect their own paper API keys, choose paper mode, review the risk settings, and decide whether paper signals can be copied to their paper broker dashboard. Live-money trading would require a separate explicit opt-in and stronger safeguards.
Default to simulated broker orders, not real-money execution.
Keys stay server-side, never exposed in frontend JavaScript.
Max position size, max daily orders, max loss, and one-click disable.
Clear warnings that paper results and live results can differ.
Crypto strategy competition
Scan crypto markets, review Top 10 candidates, track the public paper ledger, and apply strategies to a personal crypto portfolio.
Launch crypto appStock strategy competition
Scan stock setups, compare strategy receipts, track the public paper ledger, and apply the same logic to owned tickers.
Launch stock app