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The Sauce · Money & Markets

Prediction-Market Research Edge (Small Stakes, Real Math)

Use AI to research underpriced event-market questions and place small, disciplined positions where you have an information edge — treated as a skill, not a slot machine.

Submitted by @@evhunter · 2026-06-02

P

💸 Highly variable / can lose money/mo

Editorial estimate — no community reports yet. Be the first.

About these numbers: figures are creator-reported estimates until the community self-reports enough data, at which point we show the average of real reported earnings. They are not income guarantees or typical results — many people earn less, and some earn nothing. Do your own diligence.

$100–$500 bankroll (risk capital only)

Startup cost

Advanced

Difficulty

Days–weeks (highly variable)

Time to $1

The stack

1PolymarketLiquid event-prediction market where mispriced contracts can be bought when the crowd is wrong
2PerplexityPulls fresh, cited primary sources fast so your probability estimate is grounded, not vibes
3ClaudeStress-tests your thesis, plays devil's advocate, and helps size bets with expected-value math
4TradingViewTracks correlated assets/news for markets tied to prices, sports, or macro events

Some tools in this stack may be affiliate links — Flux may earn a commission. Workflow rankings are editorial and never paid.

The playbook

  1. 1

    Confine yourself to 1-2 domains where you genuinely know more than the average bettor (a sport, a regulatory area, a niche industry) — edge comes from specialization, not breadth.

  2. 2

    For each candidate market, research with Perplexity to form YOUR probability, then have Claude argue the opposite side hard to find what you're missing.

  3. 3

    Only bet when your estimated probability differs meaningfully from the market price (a real expected-value gap), and size each position small (1-3% of bankroll).

  4. 4

    Log every bet — thesis, your probability, market price, outcome — and review weekly to see if your calibration is actually beating the market.

  5. 5

    Compound slowly from a bankroll you can fully afford to lose; cut domains where your logged calibration is no better than the crowd.

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Some outbound links are affiliate links — Flux may earn a commission at no cost to you; this never affects rankings. Earnings figures are self-reported and not guarantees of income; most people earn less, some earn nothing.