CryptoCrispy – Risk Appetite Performance Analysis
Performance overview generated on 30 May 2025
Executive Summary
The analysis compares five risk‑appetite profiles ranging from Very Cautious to Very Adventurous. The Adventurous profile achieved the highest ROI at 7.1 % without sacrificing accuracy (90 %), while the Cautious profile delivered the best directional accuracy (90.4 %). Overall, the AI Assistant maintained an average accuracy of 87.8 % and an average ROI of 6.7 % across all categories.
Average Accuracy
87.8 %
Average ROI
6.7 %
Top Accuracy Category
Cautious
Top ROI Category
Adventurous
Performance by Risk Category
| Risk Appetite | Accuracy (%) | ROI (%) |
|---|---|---|
| Very Cautious | 89.6 | 6.6 |
| Cautious | 90.4 | 6.8 |
| Balanced | 86.7 | 6.5 |
| Adventurous | 90.0 | 7.1 |
| Very Adventurous | 82.1 | 6.6 |
Recommendations & Next Steps
- Allocate slightly higher weight to Adventurous strategies to capitalise on superior ROI, with protective stops based on volatility bands.
- Continue leveraging Cautious modes for capital‑preservation mandates where accuracy is paramount.
- Monitor Very Adventurous signals for improvement; current accuracy 82 % may warrant tighter risk controls before scaling exposure.
- Augment Sharpe‑ratio tracking in future reports to quantify risk‑adjusted returns across profiles.
Methodology Snapshot
Results are derived from back‑testing 600 AI‑generated signals across
ten major crypto‑assets. Accuracy reflects directional correctness,
while ROI denotes mean percentage returns net of fees. Confidence
intervals represent ±1 standard deviation. Full statistical breakdowns
are available in
ENHANCED_UNIFIED_crypto_ai_report_20250530_075338.json.