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 | 1.34 | 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 ASTL close higher one week from now?
Resolves YES if the official PSX closing price of ASTL on 7 Nov 2026 is at or above PKR 19.63.
Spread 8¢ · Resolves 7 Nov 2026
Will ASTL gain more than 3% within one week?
Resolves YES if the official PSX closing price of ASTL on 7 Nov 2026 is at or above PKR 20.22.
Spread 8¢ · Resolves 7 Nov 2026
Will ASTL close higher one month from now?
Resolves YES if the official PSX closing price of ASTL on 1 Dec 2026 is at or above PKR 19.63.
Spread 8¢ · Resolves 1 Dec 2026
Will ASTL gain more than 5% within one month?
Resolves YES if the official PSX closing price of ASTL on 1 Dec 2026 is at or above PKR 20.61.
Spread 8¢ · Resolves 1 Dec 2026
Will ASTL fall more than 5% within one month?
Resolves YES if the official PSX closing price of ASTL on 1 Dec 2026 is below PKR 18.65.
Spread 8¢ · Resolves 1 Dec 2026
Will ASTL gain more than 10% within three months?
Resolves YES if the official PSX closing price of ASTL on 1 Feb 2027 is at or above PKR 21.59.
Spread 8¢ · 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 (3.14). 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 | 18.90 | 19.28 | 19.72+0.46% | 20.17 | 20.58 | 56% |
|
| One week5 sessions | 18.24 | 19.08 | 20.07+2.24% | 21.10 | 22.08 | 62% |
|
| One month22 sessions | 17.46 | 19.20 | 21.34+8.71% | 23.72 | 26.08 | 70% |
|
| Three months66 sessions | 17.18 | 20.25 | 24.31+23.84% | 29.18 | 34.40 | 79% |
|
Threshold probabilities — one month
Technical read
- Upward price trend of 0.109 PKR/session over the blended 20/60/180-session regression (fit R² 0.34).
- RSI(14) at 83.3 — overbought, pullback risk.
- Price is above the 50-session average (15.77).
- Long-term structure is bullish versus the 200-session average (17.84).
- MACD histogram positive (0.577) — buyers in control.
- Daily volatility 3.01% drives the projection band width.
| RSI (14) | 83.3 |
| MACD / signal | 0.909 / 0.333 |
| EMA 12 / 26 | 17.34 / 16.43 |
| SMA 20 / 50 / 200 | 16.02 / 15.77 / 17.84 |
| Support / resistance | 14.45 / 19.98 |
| 52-week range | 14.13 — 28.73 |
| Trend fit (R²) | 0.340 |
Fundamental read
- Fundamental record present but sparse.
| P/E | — |
| Dividend yield | — |
| Debt / equity | — |
| Sector | Sector 0808 |
How to trade this responsibly
- Start with the band, not the target. The one-month 80% band is PKR 17.46 to 26.08 — that is roughly 43.9% 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 83/100 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 61% consensus and a 24.1% 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 14.45 breaks the current structure and the setup is over — no renegotiating.
AI trading guide — ASTL
Gemini interpretation of the v4.1 multi-lens model
Amreli Steels Limited (ASTL) Multi-Lens Market Intelligence Guide
Thesis
Amreli Steels Limited (ASTL) is currently trading at PKR 19.63 within a broader "Risk-off" market regime on the Pakistan Stock Exchange, characterized by a weak market breadth where decliners outpace advancers and the benchmark index sits lower. Despite this challenging macro backdrop, ASTL displays strong short-term momentum, supported by a technical score of 83 and positive 1-month returns of nearly 28%. However, this short-term price strength contrasts with a sparse fundamental record and a low fundamental score of 28, indicating that fundamental headwinds—such as high leverage risks or suppressed earnings quality—remain a key concern. Retail investors and analysts must weigh the immediate speculative momentum against the underlying fundamental vulnerabilities and prevailing macroeconomic uncertainties.
What the Technical Picture Allows
- High Momentum Score: A technical reading of 83 highlights robust near-term buying interest, reinforced by positive momentum across 1-month, 3-month, and 6-month horizons (mom_1m at 27.88%).
- Range of Motion: Short-term traders can utilize the current technical strength for tactical setups, but must account for historical volatility, marked by a 30-day volatility of roughly 3.01% and a substantial max drawdown of over 50%.
- Trend Cautions: The 12-month momentum remains negative (-29.72%), reminding market participants that the broader long-term trend has faced structural pressures typical of the local steel and construction sector.
What the Fundamentals Support or Contradict
- Fundamental Disconnect: The fundamental score of 28, coupled with a high fundamental risk score of 60, contradicts the bullish short-term technical narrative.
- Missing Metrics: Standard valuation and return metrics—such as Price-to-Earnings (P/E), Dividend Yield (DY), Debt-to-Equity (D/E), and Return on Equity (ROE)—are currently unavailable or limited, signaling a lack of transparent earnings cover.
- Sector Pressures: Operating within the building materials and steel sector, ASTL remains sensitive to broader macroeconomic cycles, including interest rate fluctuations, energy costs, and public sector development spending slowdowns.
How to Read the Probability Band in Position-Sizing Terms
- Probability Projections: The 1-month distribution model projects a median expected price of PKR 21.34 with an estimated upward probability (prob_up) of roughly 70.34% from the current PKR 19.63 level.
- Downside Tail Risk: The model indicates a roughly 19.43% probability (prob_down_5) of a 5% decline, while a drop to the 5th percentile (p05) sits down at PKR 16.50.
- Position Sizing Application: Because the lower probability bands suggest a meaningful risk of correction—especially given the broader "Risk-off" market regime—position sizing should be conservative. Risk-averse retail investors may limit exposure to a minor percentage of their total portfolio to absorb potential volatility without suffering outsized capital impairment.
The Single Cleanest Invalidation Level
- Invalidation Threshold: A drop below the 1-month p10 price level of PKR 17.46 (or the approximate -10% threshold around PKR 17.67) serves as the cleanest invalidation marker.
- Rationale: A decisive break below this technical support zone would invalidate the short-term bullish thesis, signaling that selling pressure is overwhelming the recent momentum and overriding the probability model's upside projections.
Disclaimer: This research guide is prepared strictly for educational and analytical purposes using provided quantitative data and public knowledge. It does not constitute guaranteed investment advice, a formal price target, or a direct buy/sell recommendation. Always conduct your own due diligence before trading on the PSX.
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.
Ask the AI Analyst
Free. No login. Answers are grounded in the data shown on this page.