ABB India LimitedLive · Supabase
Prediction - 15 Sept
₹7,217.37
-0.78% predicted return
Sentiment score
70
+0 pts vs prior reading
Composite signal
HOLD
73% average confidence across strategies
Volume vs 30D avg
1.92L
-23% vs 30D avg
Price & sentiment trend
Close priceSentiment > 55Sentiment < 45
Trade strategy signals
| Strategy | Signal | Confidence | Rationale |
|---|---|---|---|
Momentum breakout Swing · 2–10d | HOLD | 59% | 20D and 50D averages are within 2.1% of each other — no confirmed trend yet. |
Mean reversion Intraday | BUY | 90% | Price sits near the bottom of its 14-day range (0th percentile) — a bounce setup, not a trend call. |
Sentiment-weighted model signal Position · next update | HOLD | 70% | Model projects a -0.78% next close; news sentiment reads positive, diverging from the price signal. |
Signals are derived from your own price history and model output (momentum & range position from stock_data, direction & sentiment from final_analysis) — illustrative, not investment advice.
Company sentiment
27 articles analyzed70POSITIVE
FinBERT sentiment aggregated across recent news for this company. Score is 0–100, model-weighted, not a per-article breakdown.
Sentiment Heatmap
News feed
Auto-matched by company namescanx.trade5d ago
ABB India to discuss Q2FY27 results in analyst call on July 31 scanx.tradeMarketsMojo5d ago
6,136 Call Contracts Traded on ABB India Ltd as Stock Advances 3.32% in Single Session MarketsMojoad-hoc-news.de7d ago
ABB stock heads into the open after a 0.3% dip ad-hoc-news.deML Model InsightsXGBoostABB
Evaluation Date: 15 Sept 2026
Architecture
XGBoost
Gradient Boosted Trees
Test R² Score
0.979
High Variance Explained
CV RMSE (5-Fold)
78.69
Validation Loss
Predicted Next Close
₹7,217.37
-0.78% vs last close
Top Driving Features
Relative feature importance in decision splits
Nifty_Volatility_20d
6.9%
Price_to_SMA20
6.7%
Nifty_Return_5d
6.2%
MACD_Signal
5.8%
BB_Position
5.8%
Financial Health
B55/100
Margins36
Leverage100
Momentum90
Valuation0
Margins & Profitability
Gross Margin
37%
Operating Margin
11%
Profit Margin
21%
Total Revenue₹139.95B
Balance Sheet
Total Cash₹73.36B
Total Debt₹1.45B
CashDebtD/C Ratio: 0.02x
Company Profile
SectorIndustrials
IndustrySpecialty Industrial Machinery
Market Cap₹1.54T
P/E Ratio97.30
52W Change+39.64%
Employees3,859
Shares Outstanding₹21.19Cr
Float %24.4%
Sector Peers
Loading peers…
Prediction vs ActualABB
MAPE
1.81%
MAE
₹129.62
RMSE
₹171.13
R² Score
0.7074
Direction
48.0%
Prediction Error Distribution17 of 26 predictions within ±2%
Overestimated0%Underestimated
Predicted PriceActual Price26 data points
Model accuracy metrics are computed from historical prediction-vs-actual data stored in your Supabase prediction_vs_actual table. Past performance does not guarantee future accuracy.