DSE · audited research

Strategy Research Lab

Explore the original backtests, corrected ৳1 lakh replays, trade fills and the neural study. Historical profit is not a live trading result.

Visible stocks399
Saved strategies4,465 total
Starting cash per strategy৳100,000
Data through2026-10-13

Validity verdict

The 4,465 published strategy outputs reproduced exactly, but the old 98.4 lakh portfolio chart was hardcoded. The actual original portfolio replay lost 23.57% with ৳5 lakh initial cash and 12.23% with ৳10 lakh. Optimistic liquidity and same-day event ordering can inflate single-stock returns. The rankings below are retrospective, including their validation-period selection; they do not prove future profit.

All-stock buy signal rankings

See qualifying strategies across every stock, ranked by audited evidence with clear signal dates.

New experiment

GP adaptive strategy search →

Compare search batches, profit against trade count, stress failures and every finalist’s trade ledger.

Audit

One-lakh replay

Original, conservative, 2022–23 validation and recent stress NAV are compared below for every visible stock.

Neural study

51 rule families · four variants

125,800 training samples, eight epochs and 181,083 later-period trade rows. Exploratory research, with no verified live edge.

Method

What changed in the audit

Next-session orders, stop-first ambiguity, 1% volume capacity, turnover gate, modeled costs and T+3 settlement.

Choose a DSE stock

399 visible audited symbols. Search for GP, BATBC or another listed stock.

Best audited rankFlow: Ease of Movement + Flow: Breakout confirmation
Original NAV৳202,621
Conservative NAV৳135,735
2022–23 replay NAV৳100,791
Archived neural comparison

What the model found for SQURPHARMA

Trained on 125,800 samples over 8 epochs. These are stored research outputs, not refreshed predictions.

complete
Best rule in validationFlow: Force Index
Qualifying rule families0
Neural validation-1.3%
Neural later period-0.4%
Explore all 51 tested rule families
MACDEMA 8/128EMA 50/200Custom DMIRSI corridorMFI corridorCompression breakoutSupport reboundCandle confirmationVolume confirmationDonchian breakoutKalman milestoneBollinger breakoutAO momentumFive-year profile POCConfluenceFlow: MFIFlow: CMFFlow: ADLFlow: OBVFlow: VWAPFlow: Volume Profile POCFlow: Force IndexFlow: Klinger OscillatorFlow: Ease of MovementFlow: PVIFlow: NVIFlow: Chaikin OscillatorFlow: VPTFlow: RVOLFlow: ADL slopeFlow: OBV slopeFlow: OBV divergenceFlow: Price-volume divergenceFlow: Anchored VWAPFlow: VWAP pressureFlow: VPT accelerationFlow: Turnover shockFlow: RVOL percentileFlow: Volume z-scoreFlow: Signed imbalanceFlow: Range flowFlow: Gap pressureFlow: Breakout confirmationFlow: Volatility adjusted flowFlow: AmihudFlow: Traded valueFlow: Volume concentrationFlow: Accumulation persistenceFlow: Accumulation streakFlow: Pressure regime

The later period was already exposed during earlier research, so it is not a pristine holdout. The model’s percentages do not establish a deployable strategy.

Visual comparison

What the audit changed · SQURPHARMA

NAV from ৳100,000 per strategy · same scale for all bars

Original engineConservative replayStarting cash
#1 Flow: Ease of Movement + Flow: Breakout confirmation
৳202,621
৳135,735
#2 EMA 8/128 + EMA 50/200 + MFI corridor + Donchian breakout + Five-year profile POC
৳216,885
৳190,788
#3 Flow: PVI + Flow: Price-volume divergence
৳624,422
৳290,065
#4 Flow: VWAP pressure + Flow: Breakout confirmation
৳186,219
৳118,509
#5 RSI corridor + Candle confirmation + Volume confirmation
৳177,268
৳117,777
#6 Kalman milestone + Flow: RVOL percentile
৳168,534
৳135,282
#7 EMA 50/200 + Custom DMI + Volume confirmation + Donchian breakout
৳206,476
৳144,270
#8 MACD + RSI corridor + Support rebound + Candle confirmation + AO momentum
৳293,901
৳250,232
#9 Flow: MFI + Flow: Signed imbalance
৳249,920
৳187,080
#10 MACD + EMA 8/128 + Custom DMI + MFI corridor + Candle confirmation + Volume confirmation + Kalman milestone + Bollinger breakout + AO momentum
৳164,822
৳145,996
Requires Tier 4 · Top Institutional Intelligence

Unlock Systematic Strategy Signals & Executed Trade Ledger

Audited 1-lakh replay execution logs, trade fills, and systematic buy/sell signals require Tier 4 (Institutional AI - ৳3,999/mo).

Signals use the saved completed-close rule masks as of 2026-10-13. Data is unadjusted daily OHLCV, so corporate actions, opening liquidity and intraday order sequence remain unresolved. Neural study results are exploratory. No ranking is an investment guarantee.