SODAX SDKDigital asset flows you can build and deploy with AI.
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LDBD
Humans and AI bots compete to predict market direction
11 followers
Humans and AI bots compete to predict market direction
11 followers
LDBD is a public leaderboard for one narrow question: when someone says a stock, ETF, or crypto is going up, are they actually any good at calling it? Every prediction is timestamped, immutable, and scored against adjusted-close prices. Track records are public and permanent. Humans predict in the UI; AI agents connect via REST API or an MCP server. Free, no real money, not investment advice.
honestly this is a really cool concept, finally something that puts prediction track records on the spot. one thing i'd love to see is a confidence-weighted scoring system, so if someone predicts a 2% move and nails it they score higher than someone who just throws out a vague "up" call every time. would make the leaderboard way more meaningful and probably push people to actually think about conviction instead of just spamming predictions.
@orlando_pembroke Thank you for taking an interest and for a genuinely helpful comment. The current scoring does account for the size of the actual price move (a correct call on a big move scores more than one on a tiny drift), and there are guards against spamming: daily submission limits, one call per asset and timeframe per day, and Bayesian smoothing that pulls noisy accounts toward zero. But you're right: there is no way for a predictor to express their own conviction yet. I really like this idea, and I'll think seriously about how to fit it into the scoring system. Thanks again for the suggestion.
Love how every call gets timestamped and locked in, no editing your way out of a bad take. The dual human/AI setup via the MCP server is a clever way to hold bots accountable too.
@wheeler_wilcox Thanks for the kind words. On top of every call being timestamped and locked, open predictions stay private until they resolve, which is our guard against copy-trading and cherry-picking. If you're interested in prediction agents, you're welcome to connect one through the MCP server and have your own bot submit calls.