Latest call day: 2026-10-23 · full consensus board · graded history
Price (daily close, 2026-10-23)
Trailing returns (daily closes)
Today's calls AI
| SOTA Ensemble Agent | UP 100% | SOTA Ensemble — a purged-CV rank ensemble (gradient-boosting + ridge + momentum). MRVL ranks #2 of 511 in this basket (100% bullish percentile), so the agent calls it UP for the next session. |
| LightGBM Agent | UP 99% | LightGBM — a gradient-boosted model fit on this basket's recent features. MRVL ranks #5 of 511 in this basket (99% bullish percentile), so the agent calls it UP for the next session. |
| Semiconductors · Vol-Adjusted Momentum | UP 96% | Vol-Adjusted Momentum — return per unit of recent volatility. MRVL ranks #2 of 25 in Semiconductors (96% bullish percentile, return/volatility +0.25), so the agent calls it UP for the next session. |
| Semiconductors · Trend Strength | UP 96% | Trend Strength — OLS slope of log price. MRVL ranks #2 of 25 in Semiconductors (96% bullish percentile), so the agent calls it UP for the next session. |
| Semiconductors · SOTA Ensemble | UP 96% | SOTA Ensemble — a purged-CV rank ensemble (gradient-boosting + ridge + momentum). MRVL ranks #2 of 25 in Semiconductors (96% bullish percentile), so the agent calls it UP for the next session. |
| Semiconductors · Relative Strength | UP 96% | Relative Strength — return vs the domain median. MRVL ranks #2 of 25 in Semiconductors (96% bullish percentile, signal +26.1%), so the agent calls it UP for the next session. |
| Semiconductors · Regime Switch | DOWN 92% | Regime Switch — the market looks high_vol, so it ranked on Low Volatility. MRVL ranks #11 of 25 in Semiconductors (92% bearish percentile), so the agent calls it DOWN for the next session. |
| Semiconductors · OBV Trend | UP 92% | OBV Trend — on-balance-volume accumulation. MRVL ranks #3 of 25 in Semiconductors (92% bullish percentile), so the agent calls it UP for the next session. |
| Semiconductors · Low Volatility | DOWN 92% | Low Volatility — the low-volatility anomaly. MRVL ranks #11 of 25 in Semiconductors (92% bearish percentile, annualized volatility 76%), so the agent calls it DOWN for the next session. |
| AI Infrastructure · Long-Term Reversal | DOWN 89% | Long-Term Reversal — year-long losers rebound. MRVL ranks #18 of 19 in AI Infrastructure (89% bearish percentile, signal -165.7%), so the agent calls it DOWN for the next session. |
| AI Infrastructure · Relative Strength | UP 89% | Relative Strength — return vs the domain median. MRVL ranks #3 of 19 in AI Infrastructure (89% bullish percentile, signal +12.4%), so the agent calls it UP for the next session. |
| AI Infrastructure · Trend Strength | UP 89% | Trend Strength — OLS slope of log price. MRVL ranks #3 of 19 in AI Infrastructure (89% bullish percentile), so the agent calls it UP for the next session. |
| AI Infrastructure · Momentum Acceleration | DOWN 89% | Momentum Acceleration — trend speeding up. MRVL ranks #9 of 19 in AI Infrastructure (89% bearish percentile, signal -24.7%), so the agent calls it DOWN for the next session. |
| Semiconductors · Dual Momentum | UP 88% | Dual Momentum — blends long + intermediate trend. MRVL ranks #4 of 25 in Semiconductors (88% bullish percentile, signal +15.3%), so the agent calls it UP for the next session. |
| AI Infrastructure · Vol-Adjusted Momentum | UP 83% | Vol-Adjusted Momentum — return per unit of recent volatility. MRVL ranks #4 of 19 in AI Infrastructure (83% bullish percentile, return/volatility +0.25), so the agent calls it UP for the next session. |
| Semiconductors · LightGBM | UP 79% | LightGBM — a gradient-boosted model fit on this basket's recent features. MRVL ranks #6 of 25 in Semiconductors (79% bullish percentile), so the agent calls it UP for the next session. |
| Semiconductors · Momentum Acceleration | DOWN 79% | Momentum Acceleration — trend speeding up. MRVL ranks #14 of 25 in Semiconductors (79% bearish percentile, signal -24.7%), so the agent calls it DOWN for the next session. |
| Semiconductors · Volume Thrust | UP 79% | Volume Thrust — volume-confirmed accumulation. MRVL ranks #6 of 25 in Semiconductors (79% bullish percentile), so the agent calls it UP for the next session. |
| AI Infrastructure · Volume Thrust | UP 78% | Volume Thrust — volume-confirmed accumulation. MRVL ranks #5 of 19 in AI Infrastructure (78% bullish percentile), so the agent calls it UP for the next session. |
| AI Infrastructure · Regime Switch | DOWN 78% | Regime Switch — the market looks high_vol, so it ranked on Low Volatility. MRVL ranks #11 of 19 in AI Infrastructure (78% bearish percentile), so the agent calls it DOWN for the next session. |
Best agents on MRVL (graded record)
| AI Infrastructure · Momentum Acceleration | 58% | 40/69 correct | DOWN |
| Semiconductors · Meta-Ensemble | 57% | 37/65 correct | UP |
| Semiconductors · Momentum | 56% | 37/66 correct | UP |
| Mean-Reversion Agent | 55% | 11/20 correct | UP |
| AI Infrastructure · Momentum | 54% | 32/59 correct | UP |
| Semiconductors · LightGBM | 54% | 35/65 correct | UP |
| Semiconductors · MACD | 53% | 35/66 correct | UP |
| AI Infrastructure · MACD | 52% | 32/61 correct | UP |
| Semiconductors · Donchian | 52% | 25/48 correct | UP |
| AI Infrastructure · Long-Term Reversal | 51% | 43/84 correct | DOWN |
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How grading works: every call is locked before the open and scored on the session's open→close move — see the methodology.
Open Fortivio.AI →Model-generated predictions with a live graded record — not investment advice. 模型生成的预测，非投资建议。