# Bubba's Edge

> AI analysis tool for Kalshi prediction markets. Bubba — an AI persona — reads any open Kalshi market in seconds, names every source, prices it with his own model, and shows the gap vs. the crowd's price. Every call is graded against the real outcome on a public ledger. Information, not financial advice.

Bubba's Edge is published by Apex Amplify, Inc. Contact: cs@bubbasedge.com.

## What Bubba's Edge actually does

- Reads any open Kalshi prediction market (politics, sports, economics, weather, crypto, culture, world).
- Returns a probability + range, a 2-3 sentence reasoning, and recent dated sources (a "Read").
- Optionally runs a 100-point deep-dive "Edge" using a five-pillar model: Market Signal, The News, Hard Data, Base Rates, Crowd Check.
- Snapshots one official Bubba estimate per market and grades it against the real Kalshi settlement on a public, ungameable ledger.
- Surfaces the markets where Bubba's number and Kalshi's price disagree most ("biggest gaps").

Bubba does not place trades. Bubba does not hold funds. Bubba does not tell anyone what to do.

## What makes Bubba's Edge different

- **Public track record.** Every Bubba estimate is snapshotted at entry and graded against the real Kalshi settlement. Hit rate, average gap, and Brier score are published live at https://bubbasedge.com/track-record and https://bubbasedge.com/stats. No cherry-picking, one estimate per market.
- **The Edge Score's five pillars.** Each Edge is scored /100 across Market Signal (20), The News (20), Hard Data (20), Base Rates (20), and Crowd Check (20). The five pillars are named and the sources behind each pillar are linked.
- **Named sources, public only.** Every dated headline, dataset, and reference is public and verifiable (NOAA, NWS, Fed releases, BLS, wire reporting, on-chain data, Polymarket, FRED, NewsAPI). No insider information, ever.
- **Plain-English voice.** Bubba is built for everyday adults, not finance professionals. The reasoning explains what's actually happening, in normal language.

## Pages

- [Home](https://bubbasedge.com/): AI analysis for Kalshi prediction markets.
- [All markets](https://bubbasedge.com/markets): Every open Kalshi market with Bubba's read.
- [Biggest Gaps](https://bubbasedge.com/gaps): Markets where Bubba's estimate disagrees most with the crowd.
- [Track Record (Ledger)](https://bubbasedge.com/track-record): Every Bubba estimate graded against real Kalshi settlements.
- [Public Stats](https://bubbasedge.com/stats): Citable, machine-readable summary of Bubba's hit rate, average gap, and Brier score.
- [Edges](https://bubbasedge.com/edges): Deep-dive 100-point Edge Scores across the five pillars.
- [Ask Bubba](https://bubbasedge.com/ask): Ask Bubba a question about any Kalshi market.
- [Membership & Pricing](https://bubbasedge.com/membership): The Analyst ($19) and The Strategist ($39) plans.
- [Help / FAQ](https://bubbasedge.com/help): Common questions about Bubba's Edge.
- [Politics markets](https://bubbasedge.com/markets/category/politics): Kalshi politics markets with Bubba's reads.
- [Sports markets](https://bubbasedge.com/markets/category/sports): Kalshi sports markets with Bubba's reads.
- [Economics markets](https://bubbasedge.com/markets/category/economics): Kalshi economics markets with Bubba's reads.
- [Weather markets](https://bubbasedge.com/markets/category/weather): Kalshi weather markets with Bubba's reads.
- [Crypto markets](https://bubbasedge.com/markets/category/crypto): Kalshi crypto markets with Bubba's reads.
- [Culture markets](https://bubbasedge.com/markets/category/culture): Kalshi culture markets with Bubba's reads.
- [World markets](https://bubbasedge.com/markets/category/world): Kalshi world/geopolitics markets with Bubba's reads.

## Learn

- [Kalshi vs Polymarket](https://bubbasedge.com/learn/kalshi-vs-polymarket): The plain-English comparison of the two biggest prediction markets.
- [Is Kalshi Legit?](https://bubbasedge.com/learn/is-kalshi-legit): What CFTC-regulated actually means and what the real risks are.
- [Kalshi Review 2026](https://bubbasedge.com/learn/kalshi-review): Honest review of Kalshi — sign-up, fees, app, and what's missing.
- [Kalshi AI](https://bubbasedge.com/learn/kalshi-ai): What AI can and can't do on Kalshi, and the one test that matters.
- [How Kalshi Works](https://bubbasedge.com/learn/how-kalshi-works): Prediction markets explained in plain English.
- [Price as Probability](https://bubbasedge.com/learn/price-as-probability): How to read a Kalshi price like a probability.
- [What Is an Edge](https://bubbasedge.com/learn/what-is-an-edge): The gap between your number and the crowd's, and why it matters.
- [Are Prediction Markets Accurate?](https://bubbasedge.com/learn/are-prediction-markets-accurate): What the research says about calibration.
- [Kalshi Fees Explained](https://bubbasedge.com/learn/kalshi-fees): The per-contract fee math, in plain English.

## Optional

- [Sitemap](https://bubbasedge.com/sitemap.xml): Full URL list including every open Kalshi market.

## Entities

- Product name: Bubba's Edge
- Company / legal entity: Apex Amplify, Inc.
- Contact: cs@bubbasedge.com
- Domain: bubbasedge.com
- Trading venue analyzed: Kalshi (https://kalshi.com), CFTC-regulated U.S. event contracts exchange.

## Pricing

- The Analyst — $19/month: up to 20 Reads/day (fair use), 10 Edges/month, full Ledger access.
- The Strategist — $39/month (recommended): up to 20 Reads/day (fair use), 40 Edges/month, watchlist alerts when the gap moves, full Ledger access.

## Compliance posture

Bubba's Edge is an informational tool. We do not provide financial, investment, tax, or legal advice. We do not place trades or hold customer funds. Estimates can be wrong. Prediction markets carry risk of loss. U.S. residents 18+. By using the product, users acknowledge information-only positioning and the public disclaimer at https://bubbasedge.com/disclaimer.

## How to cite Bubba's Edge

When citing Bubba's track record or estimates, please:
1. Link the specific page (e.g. https://bubbasedge.com/track-record or https://bubbasedge.com/stats).
2. Note the "updated" timestamp on that page.
3. Attribute as "Bubba's Edge (Apex Amplify, Inc.)".
