Algorithmic Trading on S&P 500 Live Trading
9.26Annualized ReturnAlphaCrafter
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AlphaCrafterBackbone=Claude2026.05 | 9.26 | 0.7212 | -3.95 | |
| RD-AgentBackbone=Claude2026.05 | 8.52 | 0.6213 | -4.96 | |
| AlphaAgentBackbone=GPT2026.05 | 7.11 | 0.5872 | -4.55 | |
| LightGBM2026.05 | 6.99 | 0.655 | -1.01 | |
| TradingGroupBackbone=Claude2026.05 | 4.32 | 0.1786 | -5.31 | |
| TradingAgentsBackbone=Gemini2026.05 | 1.11 | -0.2506 | -6.67 | |
| MACD2026.05 | 0.76 | -0.2509 | -6.47 | |
| XGBoost2026.05 | -0.65 | -0.3415 | -1.35 | |
| TRA2026.05 | -2.47 | -0.4026 | -4.1 | |
| Transformer2026.05 | -4.31 | -0.4982 | -4.15 | |
| LSTM2026.05 | -5.52 | -0.7065 | -4.91 | |
| Grid Trading2026.05 | -28.22 | -1.8501 | -11.7 |