Three of the most-used Nepal stock market tools, compared side-by-side on the features that actually matter when you're trying to make a NEPSE trading decision: AI signals, trade plans, live data quality, broker flow, news and paper trading.
| Feature | Nepse Signal | NepseAlpha | Merolagani |
|---|---|---|---|
Live NEPSE quotes & indices Real-time prices, top gainers/losers, index intraday. | |||
Daily floorsheet & broker flow Per-broker buy/sell volume, broker leaderboards. | Premium | ||
AI buy / sell / hold signals Daily ML ensemble (XGBoost + LSTM + RF) with calibrated probabilities. | |||
ATR trade plan (entry / stop / target) Per-stock entry zone, stop-loss, 3-target ladder, R:R, position sizer. | |||
Walk-forward backtested models Purged walk-forward CV + isotonic calibration. Honest OOS metrics. | |||
Multi-agent AI advisor Technical / fundamental / sentiment / risk analysts running in parallel. | |||
Paper trading auto-bot Simulated portfolio runs daily, mark-to-market P&L without risking capital. | |||
News aggregator across 10+ sites FinBERT sentiment per stock, dedup by link. | |||
IPO results & bulk IPO check Check IPO allotment for many BOIDs at once. | |||
Bring-your-own LLM API key Plug in OpenAI / Gemini / OpenRouter — your data, your model. | |||
Free tier | Limited |
ML-first NEPSE platform. The Analysis page ranks every listed stock by a calibrated daily ensemble (XGBoost direction + entry-timing, LSTM, RandomForest) blended with technical, fundamental and risk factors. Each row carries an ATR-derived entry zone, stop-loss, three-target ladder and risk/reward ratio.
Established charting and technical analysis platform. Strong indicator coverage, watchlists and a paid tier with deeper broker analytics. No native AI signal model.
The most established Nepal stock market portal — strong on news, IPO results, forum discussion and price tables. Best as a reference and discussion hub; light on analytics or signal generation.
Walk-forward cross-validation with embargo. No look-ahead bias, no survivorship bias. Reported AUC reflects out-of-sample performance, not in-sample fitting.
Every signal carries an entry zone, ATR-scaled stop, 3-target ladder and R:R — not just a vague "buy" label.
Parallel technical, fundamental, sentiment and risk analysts produce a consensus explanation per stock. Bring your own LLM API key.
Run a simulated portfolio against live NEPSE data for weeks before committing real money. P&L, Sharpe and drawdown reported daily.
Free during the public beta. No credit card. Plug your own LLM key if you want — or use the default research mode.
Last updated June 2026
Disclaimer · Nepse Signal provides market data and analysis for informational purposes only — not investment advice. Trading securities involves risk, including loss of principal. Always make your own decisions and consult a licensed professional before acting. Read our full Terms of Use.
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