Most stock screeners give you 40+ financial ratios and leave you to figure out what they mean together. The Confidence Score compresses all of that into a single, actionable number.
The Problem with Traditional Screeners
Open any popular stock screener and you'll see columns like PE, PB, ROCE, Debt/Equity, RSI, MACD, 52-week high, promoter holding, DII holding change, delivery percentage… the list goes on.
Now ask yourself: what does it mean when a stock has a PE of 25, RSI of 62, promoter holding of 71%, and volume is 2x its 20-day average? Is that good? Bad? Depends?
For most investors, the answer is "I have no idea." And that's not their fault — it's a design failure in every existing tool.
How the Confidence Score Works
The Confidence Score is a weighted composite that synthesises five independent signal pillars:
Pillar 1: Fundamental Health (25% weight)
- Earnings quality & consistency (trailing 8 quarters)
- Revenue growth trajectory
- Debt-to-equity and interest coverage
- Return on equity & capital employed
- Promoter holding and pledge percentage
- Free cash flow yield
Pillar 2: Technical Structure (25% weight)
- Trend strength (ADX, moving average alignment)
- Momentum (RSI, MACD histogram)
- Breakout proximity (distance to resistance/support)
- Volume confirmation (OBV, volume-price trend)
- Chart pattern recognition (cup & handle, ascending triangle, etc.)
Pillar 3: Institutional Activity (20% weight)
- FII net buying/selling (5, 10, 20-day cumulative)
- DII net buying/selling
- Bulk & block deal detection
- Delivery percentage vs. 20-day average
- F&O open interest changes (for derivatives-eligible stocks)
Pillar 4: News & Sentiment (15% weight)
- NLP-scored headlines from 50+ Indian financial media sources
- Sentiment trend (improving, stable, deteriorating)
- Event detection (earnings, corporate actions, regulatory)
- Social buzz velocity (Twitter/X, Reddit, StockTwits)
Pillar 5: Risk & Valuation Context (15% weight)
- Relative valuation (PE/PB vs. sector median)
- Volatility regime (ATR, Beta)
- Sector rotation momentum
- Macro sensitivity (correlation with Nifty/Bank Nifty)
The Scoring Scale
| Score Range | Label | What It Means |
|---|---|---|
| 80–100 | Strong Buy | Multiple pillars converging positively. High confidence setup. |
| 60–79 | Buy | Majority of signals are positive. Worth adding to watchlist or position. |
| 40–59 | Hold | Mixed signals. Wait for clarity or maintain existing positions. |
| 20–39 | Reduce | Deteriorating signals. Consider trimming or setting stop-losses. |
| 0–19 | Exit | Multiple pillars flagging risk. Institutional outflow or fundamental deterioration. |
Why This Matters
The Confidence Score doesn't replace your judgment — it accelerates it. Instead of spending 45 minutes analysing one stock across 5 tabs, you scan a sorted list of scores, click the ones that interest you, and drill into the detail only when needed.
In our beta testing, users reported a 73% reduction in analysis time per stock and a 2.4x improvement in entry timing compared to their previous workflow.
That's not magic. It's what happens when you stop showing people data and start showing them decisions.
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