4

Strong Buy

3

Hold

1

Watch / Reduce

78%

Avg Model Agreement

BTC

Bitcoin

$66,511 +5.76%
Strong Buy

Model Predictions

XGBoost +4.2% 92% conf
LightGBM +3.8% 88% conf
LSTM +5.1% 85% conf
DNN +3.5% 90% conf
GNN +4.0% 87% conf

Top Features Driving Signal

RSI Divergence
0.92
Volume Profile
0.85
Ichimoku Cloud
0.78
MACD Histogram
0.71
Network Flow (GNN)
0.65

Holding Recommendation

All 5 models agree on bullish outlook. Strong momentum with RSI not yet overbought. Ichimoku cloud support is solid. Recommendation: Continue holding, consider adding on dips below $62,000.

Target: $72,500 Stop Loss: $58,000 Horizon: 7 days
ETH

Ethereum

$1,970 +8.72%
Buy

Model Predictions

XGBoost +3.1% 86% conf
LightGBM +2.9% 84% conf
LSTM +0.5% 72% conf
DNN +2.2% 80% conf
GNN +3.5% 82% conf

Top Features Driving Signal

ETH/BTC Ratio
0.88
Gas Fee Trend
0.79
Bollinger Width
0.74
OBV Momentum
0.68

Holding Recommendation

4 of 5 models bullish. LSTM shows cautious signal. ETH/BTC ratio improving. Recommendation: Hold current position, accumulate if drops to $1,800.

Target: $2,200 Stop Loss: $1,750 Horizon: 7 days
AAPL

Apple Inc.

$189.50 +1.2%
Hold

Model Predictions

XGBoost +0.8% 75% conf
LightGBM +0.5% 71% conf
LSTM -0.2% 68% conf

Top Features Driving Signal

Earnings Momentum
0.72
Sector Rotation
0.65
50-day MA Cross
0.58

Holding Recommendation

Models show mixed signals near resistance. Recommendation: Hold current position. Wait for Q1 earnings catalyst before adding.

Target: $205 Support: $178 Horizon: 30 days
SOL

Solana

$84.26 +10.22%
Strong Buy

Model Predictions

XGBoost +6.2% 91% conf
LightGBM +5.5% 89% conf
GNN +7.1% 86% conf

Holding Recommendation

Strong momentum confirmed by all models. Volume breakout detected. Recommendation: Strong buy. Add position on any pullback to $78-80 range.

Target: $105 Stop Loss: $72 Horizon: 14 days

Model Accuracy on Holdings

Feature Importance (Aggregated)