Next-Day Predictions

Top Gainers
for Tomorrow

Our 4-signal composite model scans 200+ Nifty stocks daily and predicts which stocks are most likely to gain in the next trading session.

Scoring Model

4-Signal Scoring Model

Four independent signals combine into a single composite score from −100 to +100. Higher scores indicate stronger buy signals for the next trading day.

Signal Weights

Technical Analysis
40%
News Sentiment
25%
5-Day Momentum
20%
Volume Momentum
15%
Technical Analysis (40%)RSI + MACD + EMA Crossover + Bollinger Bands + Volume — the same 5-indicator composite used in predictions.
News Sentiment (25%)Aggregated sentiment from Google News articles with freshness tracking — TODAY, RECENT, or STALE.
5-Day Momentum (20%)Recent price trend direction and magnitude over the last 5 trading days.
Volume Momentum (15%)5-day vs 20-day average volume ratio — detects institutional buying or selling pressure.
Under the Hood

How Top Gainers Are Selected

From raw market data to ranked gainer predictions — a 5-step pipeline that runs daily after market close.

01

Data Collection

6 months of daily price data + live quotes for 200+ Nifty stocks via market APIs.

02

Technical Scoring

5 indicators (RSI, MACD, EMA, Bollinger, Volume) compute individual sub-scores per stock.

03

News Analysis

Sentiment aggregation from Google News articles with freshness weighting (TODAY, RECENT, STALE).

04

Momentum Check

5-day price trend direction and volume ratio analysis to confirm institutional participation.

05

Composite Ranking

Weighted combination produces final score (−100 to +100). Stocks are ranked highest-first as top gainers.

Signal Quality

Confidence Levels

Each prediction is tagged with a confidence level based on the number of confirming signals, news coverage, and momentum alignment.

HIGHScore ≥ 50 + 3 or more confirming news articles + positive momentum
MEDIUMScore ≥ 25 + at least 1 news article supporting the direction
LOWFewer confirming signals — use with caution and additional research
Preview

What a Top Gainer Card Looks Like

Each predicted gainer displays its composite score, confidence level, predicted gain, target price, and all four signal breakdowns.

RELIANCENSEReliance Industries
+72score
HIGH
Predicted Gain+2.4%
Target Price₹2,964
Current Price₹2,895
Tech+68
News+54
Mom+42
Vol1.6x

Example card with representative data. Real predictions update daily after market close.

FAQ

Frequently Asked Questions

Common questions about how SPR identifies tomorrow's top gaining stocks.

How does SPR predict top gainers for tomorrow?

SPR uses a 4-signal composite scoring model: Technical Analysis (40%), News Sentiment (25%), 5-Day Momentum (20%), and Volume Momentum (15%). Each signal generates a sub-score, and the weighted combination produces a composite score from −100 to +100. Stocks with the highest positive scores are ranked as top gainers.

How many stocks does SPR scan for top gainers?

SPR scans over 200 Nifty-listed stocks daily, analyzing technical indicators, news sentiment from Google News, price momentum over the last 5 trading days, and volume patterns to identify the strongest buy signals.

When are top gainer predictions updated?

Top gainer predictions are refreshed daily after market close (3:30 PM IST). The analysis uses the latest closing prices, volume data, and freshly aggregated news sentiment.

What do the confidence levels (HIGH, MEDIUM, LOW) mean?

HIGH confidence means score ≥ 50 with 3+ confirming news articles and positive momentum. MEDIUM means score ≥ 25 with at least 1 article. LOW means fewer confirming signals — use these with caution and supplement with your own research.

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