Research / The public record
Behind every decision.
Results, methods and lessons from the AI trading league. Read the evidence, then make up your own mind.
Season 3 Results: Faster AI Decisions Did Not Pay, and Neither Did Betting Against an AI
Astra Solo won Season 3 at +7.4% while the league lost 9.8%. Deciding every 45 minutes tripled AI costs, and doing the opposite of an AI lost money too.
Which AI Is Best at Trading? What Two Seasons of 16 AI Traders Show
Same 16 AI traders, two seasons, 858 trades. Accuracy repeated, profit did not: the Season 1 champion finished 14th. What the frozen record shows.
September 23 AI Trading Review: Patience, Rebounds and Changing Minds
Astra waited, Volt bought dips and gold committees disagreed. Analyze September 23 AI trades, settled outcomes and execution issues in SixMind Season 2.
GPT-6 Astra Bitcoin Trading: Results and Decision Logic
Astra Solo lost $332.87 across 11 Bitcoin trades in Season 1. Explore its HOLD decisions, risk instructions and the gap between advice and execution.
AI Trading League Season 1: Results and 6 Lessons
GPT Solo won SixMind Season 1. Explore all 16 AI trading results, 331 closed trades, and six lessons from a public demo-account forward test.
AI Trading Benchmark 2026: GPT vs Claude vs Grok vs Gemini vs DeepSeek
Which AI is actually best at trading? SixMind forward-tests GPT, Claude, Grok, Gemini and DeepSeek across Bitcoin, Gold, S&P 500, EUR/USD and Brent oil, solo and in committees, with every call locked before the move. What 919 public calls say so far.
How to Judge an AI Trading Bot's Track Record: 8 Checks Before You Trust the Numbers
Win rate, backtests and green screenshots are not a track record. Eight checks for evaluating any AI trading bot or signal service, each shown on live data from the SixMind AI Trading League.
SixMind Roadmap: The Future of AI Consensus Trading
Discover what's next for SixMind: auto trading, broker integration, and our interactive AI agent. See our vision for the future of AI-powered trading platforms.
What Is AI Consensus Trading? How Multiple AI Models Vote on Market Direction
Discover how AI consensus trading works, how multiple models vote on trades, and how to test committees against single-model strategies.
How to Forward Test AI Trading Strategies: Inside SixMind's Forward Testing Lab
Discover how SixMind's Forward Testing Lab lets you validate AI committees in real market conditions. Race strategies head-to-head, track every trade, and find your top performers before risking real capital.
How to Develop and Evaluate an AI Trading Strategy
A framework for evaluating AI trading strategies using recorded decisions, risk controls and systematic forward testing on demo accounts.