validation

Caller Lookup — grade a public StockTwits account forward-return validation

Leaderboard — ranked by forward-return hit rate

Methodology & Disclaimer

Hypothetical / Past Performance — Not Investment Advice. All forward-return grades are computed using historical data. Results are hypothetical and do not represent actual trading. They do not account for slippage, commissions, or market impact. Small samples and/or non-significant results are flagged — never crowned. This tool is for decision-support only. Terms & Disclaimer. Past performance does not guarantee future results.
Data Source: Public StockTwits API (sentiment-tagged cashtag posts) + Alpaca market data. Grading methodology: forward return from the next session open after the post, held N trading days, direction-adjusted. Complete over the pulled stream; realized horizons only; small samples flagged. Reviewed daily; updated when called.