Introduction
The following report presents an assessment of the accuracy of the signals created by our AI for the period of 8th to 14th August 2023. The analysis focuses on the accuracy of price predictions for various cryptocurrencies, categorized by different risk appetites - Cautious, Balanced, and Adventurous. The evaluation is based on the level of accuracy achieved in predicting the price movements of BTC, ETH, XRP, and DOGE, along with the primary features attended by the AI for each risk appetite.
Cryptocurrency Performance
| Coin | Risk App | Accuracy | Attended Features |
|---|---|---|---|
| Bitcoin (BTC) | Cautious | 58.48% | Mostly attended On-chain features |
| Bitcoin (BTC) | Balanced | 53.49% | Mostly attended On-chain features |
| Bitcoin (BTC) | Adventurous | 56.38% | Price predictions were well aligned |
| Ethereum (ETH) | Cautious | 63.24% | Mostly attended On-chain features |
| Ethereum (ETH) | Balanced | 86.67% | Price predictions were well aligned |
| Ethereum (ETH) | Adventurous | 89.93% | Price predictions were well aligned |
| XRP (Ripple) | Cautious | 61.22% | Mostly attended On-chain features |
| XRP (Ripple) | Balanced | 56.79% | Price predictions were well aligned |
| XRP (Ripple) | Adventurous | 52.08% | Coin behavior was based on social news |
| DOGE (Dogecoin) | Cautious | 66.9% | Mostly attended Technical Indicators |
| DOGE (Dogecoin) | Balanced | 86.21% | Mostly attended Technical Indicators |
| DOGE (Dogecoin) | Adventurous | 86.21% | Mostly attended Technical Indicators |
Average Accuracy by Risk Appetite
- For Cautious users, the average accuracy of the Signals across all
coins was 62.46%.
- For Balanced users, the average accuracy of the Signals across all
coins was 70.79%.
- For Adventurous users, the average accuracy of the Signals across
all coins was 71.15%.
Conclusion
During the evaluation period of 8th to 14th August 2023, the signals created by our AI demonstrated varying levels of accuracy in predicting cryptocurrency price movements. The accuracy was influenced by different risk appetites and the features attended by the AI. Overall, the AI's accuracy was highest for Adventurous users, followed closely by Balanced users. Cautious users experienced a slightly lower average accuracy. The AI's ability to predict price movements aligned well with certain risk appetites and specific coin behaviors, such as relying on technical indicators or social news.
Note: These accuracy assessments are based on historical data and may not accurately predict future performance. Cryptocurrency markets are highly volatile and subject to sudden changes.
Market terms used here
CryptoCrispy reports score cryptocurrency trading signals on USDT spot pairs — Bitcoin (BTC), Ethereum (ETH), and altcoins such as SOL, XRP, BNB, and RENDER. Published Telegram buy/sell alerts are counted separately from in-app AI Assistant suggestions.
- Take-profit (TP1–TP5) — staged profit targets on a long or short. A target hit counts only after the signal is decided.
- Stop-loss (SL) — risk exit. A stop is a loss, not a timeout.
- Hit rate / TP vs SL — wins among decided signals. Open or no-result (NR) rows are not wins.
- AI Assistant — in-app long/short suggestions. Modes: default mix, technical analysis, social sentiment, and AI/on-chain data.
- Telegram Official Signals — published channel alerts, often a rolling last-40 window.
- Core vs tactical — investor-book split: persistent hold versus a smaller rotating sleeve.
- ROI — return after pairing BUY then SELL on the same symbol, fees subtracted, on trading pages.
- Risk appetite — separate risk modes; the headline is sample-weighted, not the best bucket.
See how these numbers are counted and the crypto trading reports library.