Market Resolution
How our AI system automatically resolves crypto prediction market outcomes.
Darkbet uses a multi-layer verification system to resolve prediction markets securely and transparently. For crypto-based markets, resolution is driven by on-chain data, exchange price feeds, and AI-assisted verification to ensure accuracy, speed, and reliability.
Layer 1: Price Verification
The first layer verifies real-time cryptocurrency price data from multiple exchanges. This includes:
Aggregated price feeds from leading exchanges and oracles
On-chain transaction and block data cross-checks
Instant resolution for straightforward price-based markets
This ensures that outcomes like “BTC > $70,000 by expiry” are settled automatically and verifiably using live, trusted data.
Layer 2: Data Aggregation
Next, DarkBet’s data engine collects additional market information using crypto-specific APIs. This includes:
Price feeds and volume data
Historical candles and volatility indexes
Blockchain-level signals such as transaction counts and block confirmations
These inputs strengthen the context for AI analysis and help validate edge cases where price movements are unclear or disputed.
Layer 3: AI Analysis
In the final layer, DarkBet’s AI agent evaluates all gathered data to determine the official outcome. The AI performs:
Comprehensive analysis of all available market evidence
Cross-verification across independent crypto data sources
Consensus building when multiple feeds show discrepancies
Generation of a detailed reasoning log for transparency
The result is an autonomous, verifiable, and explainable decision that ensures each resolution is backed by data, not opinion.
Crypto Data Sources & APIs
Our AI system integrates with 25+ crypto APIs and data sources to ensure accurate and comprehensive resolution.
CoinGecko API
Binance API
Yahoo Finance
Alpha Vantage
ESPN API
The Sports DB
Football Data API
NBA Stats API
NewsAPI
Reuters API
Associated Press
Government APIs
Resolution Timeline
Market Expiration — The prediction market reaches its expiry time and closes to new bets.
Data Collection (1–2 minutes) — The system fetches all relevant data from configured APIs and on-chain sources.
AI Analysis (2–3 minutes) — AI processes and cross-verifies the data to reach a final outcome.
Resolution & Payouts — The result is recorded on-chain, and eligible participants can claim their winnings immediately.
All crypto resolution decisions are recorded on-chain with detailed reasoning. Users can verify the crypto data sources used and the AI's decision-making process for complete transparency.
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