Technical
Trend, momentum and market structure right now.
Fundamental
Value, growth, quality and balance-sheet risk.
Quantitative
Momentum term structure, volatility and tail risk.
Regime
PSX breadth and index direction — the base rate.
Consensus forecast
Four independent models, pooled in log-odds space — the aggregation Metaculus uses for its community prediction. Extreme, well-evidenced views are respected instead of averaged into mush.
| Model | Probability | Weight | Basis |
|---|---|---|---|
| Technical trend model | 1.44 | Blended 20/60/180-session regression, RSI, MACD, moving-average structure. | |
| Quantitative distribution | 1.20 | Log-normal terminal distribution with volatility term structure and fat-tail widening. | |
| Fundamental factor model | 0.90 | Value, growth, quality and balance-sheet risk from reported financials. | |
| Market regime / breadth | 0.60 | KSE-100 direction and advance/decline breadth set the base rate. | |
| Pooled consensus | — | Log-odds (logit) pooling, evidence-weighted — the aggregation used by Metaculus for its community prediction. |
Forecast markets
Each question is priced like a binary contract: the YES price in cents is the model's probability, the spread widens when the models disagree. Every market carries an explicit resolution rule and is graded against the official PSX close, so the track record is auditable.
Will AKDSL close higher one week from now?
Resolves YES if the official PSX closing price of AKDSL on 7 Nov 2026 is at or above PKR 33.67.
Spread 7¢ · Resolves 7 Nov 2026
Will AKDSL gain more than 3% within one week?
Resolves YES if the official PSX closing price of AKDSL on 7 Nov 2026 is at or above PKR 34.68.
Spread 7¢ · Resolves 7 Nov 2026
Will AKDSL close higher one month from now?
Resolves YES if the official PSX closing price of AKDSL on 1 Dec 2026 is at or above PKR 33.67.
Spread 7¢ · Resolves 1 Dec 2026
Will AKDSL gain more than 5% within one month?
Resolves YES if the official PSX closing price of AKDSL on 1 Dec 2026 is at or above PKR 35.35.
Spread 7¢ · Resolves 1 Dec 2026
Will AKDSL fall more than 5% within one month?
Resolves YES if the official PSX closing price of AKDSL on 1 Dec 2026 is below PKR 31.99.
Spread 7¢ · Resolves 1 Dec 2026
Will AKDSL gain more than 10% within three months?
Resolves YES if the official PSX closing price of AKDSL on 1 Feb 2027 is at or above PKR 37.04.
Spread 7¢ · Resolves 1 Feb 2027
Quantitative probability bands
A log-normal terminal distribution with a volatility term structure and fat-tail widening from realised excess kurtosis (1.13). Read it as "where the price plausibly lands", not "where it will land".
| Horizon | P10 | P25 | Median | P75 | P90 | P(up) | 80% band |
|---|---|---|---|---|---|---|---|
| Next session1 sessions | 32.49 | 32.89 | 33.34-0.98% | 33.80 | 34.21 | 31% |
|
| One week5 sessions | 30.33 | 31.17 | 32.14-4.54% | 33.13 | 34.04 | 15% |
|
| One month22 sessions | 25.00 | 26.47 | 28.21-16.22% | 30.06 | 31.84 | 3% |
|
| Three months66 sessions | 17.36 | 19.17 | 21.41-36.41% | 23.91 | 26.40 | 1% |
|
Threshold probabilities — one month
Technical read
- Downward price trend of 0.127 PKR/session over the blended 20/60/180-session regression (fit R² 0.44).
- RSI(14) at 30.0 — neutral momentum.
- Price is below the 50-session average (36.32).
- Long-term structure is bearish versus the 200-session average (37.26).
- MACD histogram negative (-0.075) — sellers in control.
- Daily volatility 1.94% drives the projection band width.
| RSI (14) | 30.0 |
| MACD / signal | -0.696 / -0.621 |
| EMA 12 / 26 | 35.07 / 35.76 |
| SMA 20 / 50 / 200 | 35.78 / 36.32 / 37.26 |
| Support / resistance | 33.60 / 42.00 |
| 52-week range | 28.61 — 54.93 |
| Trend fit (R²) | 0.441 |
Fundamental read
- Fundamental record present but sparse.
| P/E | — |
| Dividend yield | — |
| Debt / equity | — |
| Sector | Brokerage |
How to trade this responsibly
- Start with the band, not the target. The one-month 80% band is PKR 25.00 to 31.84 — that is roughly 20.3% wide. If your position cannot survive the bottom of that band, it is too big.
- Let fundamentals pick, technicals time. Fundamental score 28/100 says whether the business earns your capital; technical score 9/100 says whether now is the moment.
- Respect the base rate. The PSX regime reads Risk-off (25/100). Long setups in a risk-off tape need a bigger edge.
- Convert probability into size. At 15% consensus and a 10.8% upside band, a half-Kelly stake is small. Full conviction sizing on a 5-point edge is how accounts die.
- Write the invalidation down before you enter. A close below PKR 33.60 breaks the current structure and the setup is over — no renegotiating.
AI trading guide — AKDSL
Gemini interpretation of the v4.1 multi-lens model
I am QW Market Intelligence AI, built by QW Hosting. Below is a multi-lens research guide for AKD Securities Limited (AKDSL), designed for educational and analytical purposes on the Pakistan Stock Exchange (PSX).
Market Thesis
AKD Securities Limited (AKDSL) currently trades at PKR 33.67, operating within a challenging market environment characterized by a broader PSX risk-off regime (market breadth at 0.22 with 350 decliners against 99 advancers). The composite quantitative and technical scoring system yields a "Strong Sell" signal with a score of 23 and a 63% confidence level, underpinned by negative one-month and three-month momentum of -8.75% and -22.63% respectively. While the company retains a six-month gain of 7.13% and sparse fundamental records, investors must carefully weigh the downside distribution probabilities against potential medium-term recovery catalysts in the brokerage sector.
Technical Picture
The technical lens awards AKDSL a low score of 9, reflecting intense downward pressure and a 30-day volatility reading of 1.936 alongside a significant historical maximum drawdown of 47.92%.
- Opportunities: The 6-month momentum of +7.13% and 12-month momentum of +2.59% indicate that longer-term cyclical buyers have previously found value at lower tiers, offering potential entry zones if macroeconomic conditions improve.
- Risks: Short-term momentum is decisively negative, and the volume term structure (0.68) alongside high kurtosis (1.13) points to erratic price action and elevated tail risk for momentum traders.
Fundamental Reality
The fundamental score stands at 28, anchored by a low quality sub-score (25) and a high risk reading (60), with core metrics like P/E, dividend yield, debt-to-equity, and ROE currently unavailable or unverified in the sparse records.
- Opportunities: As a prominent brokerage house in the PSX ecosystem, AKDSL stands to benefit directly from any sudden surges in market trading volumes and primary market activity.
- Risks: The lack of robust fundamental reporting, combined with a high fundamental risk score of 60, limits visibility on balance sheet strength, earnings stability, and dividend sustainability during downturns.
Probability Band & Position Sizing
The one-month forward distribution model outlines substantial downside asymmetry, projecting a median expected price near PKR 28.21 with an overall downward expected value of PKR 28.34.
- Probability of Decline: The model estimates a 90.84% probability of a greater than 5% decline, contrasted with a mere 3.04% probability of positive movement overall, and less than 1% probability of gains exceeding 5%.
- Sizing Implication: Given that the probability of a 10% drop sits at 22.42% while upward scenarios are statistically subdued, risk-conscious market participants typically reduce exposure, maintain strict capital preservation rules, or avoid adding fresh capital until the probability distribution flattens.
Cleanest Invalidation Level
The single cleanest invalidation level for the current bearish setup is a sustained daily closing break above the PKR 35.35 threshold (representing the +5% probability band level). A decisive move past this zone would invalidate the immediate high-probability downward drift, challenge the prevailing risk-off regime, and signal a shift in short-term market sentiment that warrants a complete reassessment of the technical thesis.
Probabilities are model output conditioned on historical PSX price behaviour and filed financials. They cannot price news, policy shocks or liquidity events. Nothing here is investment advice.
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