A comprehensive guide to understanding prediction markets and how Veyra operates.
Prediction Market Fundamentals
What is a Prediction Market?
A prediction market is a marketplace where participants trade contracts whose payouts depend on unknown future events. Essentially, you're buying and selling "shares" of potential outcomes.
When many people with different information and perspectives trade on an outcome, the market price tends to reflect the true probability better than any individual expert.
Why It Works:
Financial Incentive: People put money behind their beliefs
Information Aggregation: Diverse perspectives combine
Self-Correction: Errors are arbitraged away
Continuous Updates: Prices adjust to new information
Market Structure
Binary Markets (YES/NO)
Structure:
Example:
Interpretation:
Market implies 68% probability of YES
Market implies 32% probability of NO
Multi-Outcome Markets
Structure:
Example:
Trading Mechanics
Order Types
1. Market Order
Execute immediately at current price
Pros: Fast, guaranteed execution Cons: Price may vary slightly
2. Limit Order
Set your own price
Pros: Control price Cons: May not execute
Order Book
Bid/Ask Spread:
Spread: $0.69 - $0.67 = $0.02 (2¢)
Trading:
Buy at Ask: $0.69 (immediate)
Sell at Bid: $0.67 (immediate)
Place limit order: Wait for your price
Liquidity
High Liquidity Market:
Low Liquidity Market:
Pricing Dynamics
How Prices Form
Supply & Demand:
More buyers → Price increases
More sellers → Price decreases
Equilibrium → Current market price
Information Impact:
Price Movements
Example: Election Market
Arbitrage
Keeping Prices Honest:
If YES + NO ≠ $1.00, arbitrage opportunity exists:
Question: "Will Event X happen by Date Y?"
Outcomes: YES or NO
Price Range: $0.01 to $0.99
Resolution: YES = $1.00, NO = $0.00
Market: "Will Bitcoin reach $150K by Dec 31, 2025?"
YES shares: $0.68
NO shares: $0.32
Total: $1.00 (always)
Question: "Who will win the 2026 NBA Championship?"
Outcomes: Multiple teams
Prices: Each outcome has its own price
Resolution: Winner gets $1.00, others get $0.00
Boston Celtics: $0.22 (22% chance)
Los Angeles Lakers: $0.18 (18% chance)
Denver Nuggets: $0.15 (15% chance)
Milwaukee Bucks: $0.12 (12% chance)
Other Teams: $0.33 (33% chance)
Total: $1.00
Action: Buy 10 YES shares
Type: Market Order
Execution: Instant
Price: Best available (e.g., $0.68)
Total: $6.80
Action: Buy 10 YES shares
Type: Limit Order
Limit Price: $0.65
Execution: Only when price reaches $0.65
Election Results → Federal Election Commission
Sports Outcomes → Official League Website
Stock Prices → Major Exchange (NYSE, NASDAQ)
Weather Data → National Weather Service
What you're betting on doesn't happen
Result: Loss of investment
Mitigation: Research, diversify
Can't sell shares when you want
Result: Forced to hold or accept bad price
Mitigation: Trade high-volume markets
Capital locked until resolution
Result: Opportunity cost
Mitigation: Shorter-term markets
Technical issues, hacks, or bugs
Result: Funds at risk
Mitigation: Platform insurance, security audits
Bought: 50 shares at $0.60
Cost: $30
Event didn't happen: NO
Payout: $0
Loss: -$30
ROI: -100%
Bought: 50 shares at $0.60
Cost: $30
Sold: 50 shares at $0.70
Proceeds: $35
Profit: $5
ROI: 16.7%
EV = (Probability × Profit) - (Probability × Loss)
Your belief: 70% chance of YES
Market price: $0.60
If YES:
Profit: $1.00 - $0.60 = $0.40
If NO:
Loss: -$0.60
EV = (0.70 × $0.40) + (0.30 × -$0.60)
= $0.28 - $0.18
= +$0.10 per share
Positive EV → Good bet!
Kelly % = (p × b - q) / b
Where:
p = probability of winning
q = probability of losing (1-p)
b = odds received (payout/stake - 1)
You believe: 70% chance
Market price: $0.60
p = 0.70
q = 0.30
b = ($1.00/$0.60 - 1) = 0.67
Kelly = (0.70 × 0.67 - 0.30) / 0.67
= 0.169 / 0.67
= 25% of bankroll
Recommended bet: 12.5% (half-Kelly)
Market A: "Democrats win Presidency"
Market B: "Democrats win Senate"
Correlation: High (events likely move together)
Diversification: Limited
Risk: Both can lose
Market A: "Bitcoin reaches $150K"
Market B: "Lakers win NBA Championship"
Correlation: Low (independent events)
Diversification: Good
Risk: Spread across different areas