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
Accuracy and ROI by risk appetite ROI by risk appetite

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.

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.