I’m building a "Meritocracy Engine" to track investor skill. No more Price Targets - only Probability Distributions. Would you use this?
**The Problem:** We typically measure investor success by **Outcome** (Did you make money?), not **Process** (Did you correctly assess the risk?). This creates "Survivorship Bias." An investor who puts 100% of their portfolio into a meme stock and gets lucky is hailed as a genius, while a prudent risk manager is ignored.
Furthermore, saying *"Stock X will hit $200"* is mathematically useless without a confidence interval.
**The Idea:** I am a developer building a platform that forces users to be intellectually honest. We don't predict prices; we predict **Probability Density Functions (PDFs)**.
**How it works:**
1. **The Baseline (The Enemy):**
* **Short Term:** The system generates a "Market Consensus" curve derived from the **Options Chain (Implied Volatility)**. You aren't competing against me; you are competing against the Market Maker.
* **Long Term (3yr+):** For predictions where options don't exist, you compete against the **Crowd Consensus** (the average curve of all user predictions).
2. **The Input:**
* You don't need to draw. You adjust 3 sliders: **Bias** (Direction), **Conviction** (Variance), and **Tail Risk** (Skew).
* *Example:* "I believe the Market Maker is overestimating the crash risk, so I am tightening the left tail."
3. **The Scoring (Brier/Log Score):**
* We use proper scoring rules. If you assign a 99% probability to a tight range and the price lands outside it, your reputation score is nuked (Logarithmic penalty).
* This rewards calibration. The top of the leaderboard won't be the "luckiest" traders, but the ones who consistently identify when the market's pricing of probability is wrong.
**Why I'm building this:** I want to find the signal in the noise. I want to see a leaderboard of investors who are actually better than a random walk, backed by data.
**My Questions for You:**
1. Is the friction of setting a "Curve" (vs just typing a price) too high for you to use this?
2. Would you trust a "Crowd Wisdom" curve generated by the top 5% of calibrated users on this platform?
3. I'm a solo dev building the MVP now. Is this something you’d actually sign up for, or is it too niche?
Here is a Mockup of the curve editor: [https://imgur.com/a/jp0mifb](https://imgur.com/a/jp0mifb)
Roast the idea. Thanks.
