Disclaimer
Kieran Lab provides market-data organization, research frameworks, and historical simulations for information and education only. Nothing on the site is investment, trading, tax, legal, or accounting advice.
1. Accuracy and latency
Data comes from public third-party interfaces and is normalized and cached by Kieran Lab. Providers may delay data, delist contracts, change formats, return errors, or interrupt service; different market sessions also create timing differences. Site values do not replace an exchange order screen or official filing.
2. Backtest and research limitations
Historical simulations depend on a specific sample, price source, signal definition, cost model, and execution assumptions. Results may be affected by overlapping observations, parameter selection, survivorship bias, market-structure change, and unmodeled tax or liquidity. Historical relationships may not persist.
3. High-risk products
Cryptoassets, leverage, perpetuals, cross-venue trades, and stablecoins can cause substantial or total loss. Directional hedging retains basis, liquidation, venue, custody, network, transfer, and operational risk. Users must verify contract specifications and suitability independently.
4. Referral relationships
Some links are exchange referrals through which Kieran Lab may receive commission or fee benefits. Referral relationships do not change formulas, data ranking, or research conclusions. Opening, funding, or trading through an account is the visitor's independent decision.