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The AI tools, trading bots and models that promise to beat the market, checked against what the published results actually say. Every claim sourced. For traders who love AI.
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Every number sourced. No naked percentages. Each figure we cite carries its sample size, period and source. How we check
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All stories- AI Trading BotsHundreds of AI trading agents, six months of data, no edge
- AI x Markets ResearchAI trading strategies lose their edge in 20 years of backtests
Our formats
How we checkAI Analyst Scoreboard
Which AI models call it right, from published leaderboards.
Bull AI vs Bear AI
Two AI cases relayed side by side before big earnings.
Hallucination of the Week
When an AI gets a market fact badly wrong, checked against the filing.
Who Bought What
Congress, insider and fund trades from official filings.
Directories
ComparisonsPublished rankings of AI analysts and AI traders, relayed with the source and what changed: Vals AI, Alpha Arena and other public leaderboards.
- AI Analyst ScoreboardThe best AI analyst scores 65.4% on a Wall Street research test
AI trading tools, bots and agents: what they do, what the published results say, and where they break.
- AI Trading BotsHundreds of AI trading agents, six months of data, no edge
Studies on AI and markets from universities, central banks and labs worldwide, summarized with the primary source.
- AI x Markets ResearchAI trading strategies lose their edge in 20 years of backtests
Congress trades, insider Form 4 filings and fund 13F reports, read from the official filings and decoded with AI.
First filings briefing coming soon. We read STOCK Act reports, Form 4 and 13F filings on the official record, then decode them with AI.
Market and crypto news that matters for AI traders, sourced and labeled confirmed or unconfirmed.
First market briefing coming soon. Live quotes below come from TradingView.
Quotes by TradingView, may be delayed. Not a recommendation.