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 | 1.43 | 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 ATRL close higher one week from now?
Resolves YES if the official PSX closing price of ATRL on 5 Nov 2026 is at or above PKR 1,131.02.
Spread 7¢ · Resolves 5 Nov 2026
Will ATRL gain more than 3% within one week?
Resolves YES if the official PSX closing price of ATRL on 5 Nov 2026 is at or above PKR 1,164.95.
Spread 7¢ · Resolves 5 Nov 2026
Will ATRL close higher one month from now?
Resolves YES if the official PSX closing price of ATRL on 29 Nov 2026 is at or above PKR 1,131.02.
Spread 7¢ · Resolves 29 Nov 2026
Will ATRL gain more than 5% within one month?
Resolves YES if the official PSX closing price of ATRL on 29 Nov 2026 is at or above PKR 1,187.57.
Spread 7¢ · Resolves 29 Nov 2026
Will ATRL fall more than 5% within one month?
Resolves YES if the official PSX closing price of ATRL on 29 Nov 2026 is below PKR 1,074.47.
Spread 7¢ · Resolves 29 Nov 2026
Will ATRL gain more than 10% within three months?
Resolves YES if the official PSX closing price of ATRL on 30 Jan 2027 is at or above PKR 1,244.12.
Spread 7¢ · Resolves 30 Jan 2027
Quantitative probability bands
A log-normal terminal distribution with a volatility term structure and fat-tail widening from realised excess kurtosis (2.53). 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 | 1,089.48 | 1,110.68 | 1,134.72+0.33% | 1,159.29 | 1,181.85 | 54% |
|
| One week5 sessions | 1,048.77 | 1,094.96 | 1,148.67+1.56% | 1,205.02 | 1,258.10 | 59% |
|
| One month22 sessions | 991.03 | 1,084.81 | 1,199.44+6.05% | 1,326.19 | 1,451.69 | 65% |
|
| Three months66 sessions | 944.43 | 1,104.54 | 1,314.45+16.22% | 1,564.26 | 1,829.44 | 72% |
|
Threshold probabilities — one month
Technical read
- Upward price trend of 2.097 PKR/session over the blended 20/60/180-session regression (fit R² 0.43).
- RSI(14) at 46.6 — neutral momentum.
- Price is above the 50-session average (1,041.75).
- Long-term structure is bullish versus the 200-session average (873.16).
- MACD histogram negative (-3.616) — sellers in control.
- Daily volatility 2.92% drives the projection band width.
| RSI (14) | 46.6 |
| MACD / signal | 18.437 / 22.053 |
| EMA 12 / 26 | 1,113.01 / 1,094.58 |
| SMA 20 / 50 / 200 | 1,117.54 / 1,041.75 / 873.16 |
| Support / resistance | 850.67 / 1,197.49 |
| 52-week range | 599.84 — 1,197.49 |
| Trend fit (R²) | 0.434 |
Fundamental read
- Fundamental record present but sparse.
| P/E | — |
| Dividend yield | — |
| Debt / equity | — |
| Sector | Sector 0825 |
How to trade this responsibly
- Start with the band, not the target. The one-month 80% band is PKR 991.03 to 1,451.69 — that is roughly 40.7% 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 70/100 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 55% consensus and a 22.3% 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 850.67 breaks the current structure and the setup is over — no renegotiating.
AI trading guide — ATRL
Gemini interpretation of the v4.1 multi-lens model
Disclaimer: The following analysis is prepared by QW Market Intelligence AI, built by QW Hosting, for educational and research purposes only. It does not constitute guaranteed investment advice, price targets presented as certainty, or buy/sell instructions.
1. Thesis Summary
Attock Refinery Limited (ATRL) is currently trading at PKR 1,131.02 within a broader PSX market environment that reflects a distinctly risk-off posture (market breadth at 0.22 with 350 decliners against 99 advancers, and the benchmark index down 0.95%). Despite a neutral consensus near 0.55 and a quantitative model generating a "Hold" signal with a composite score of 56 out of 100, ATRL showcases strong multi-period momentum, rising 23.27% over 3M and 68.07% over 12M. However, investors must balance this robust price action against a sparse fundamental record and a challenging macroeconomic regime, making disciplined risk management essential.
2. What the Technical Picture Allows
With a technical score of 70 and solid quantitative momentum metrics (1-month return of +1.21% alongside strong longer-term gains), ATRL’s price action permits trend-following strategies for those comfortable with volatility.
- Opportunities: The 30-day volatility stands at roughly 2.92% with a maximum historical drawdown of 23.35%, allowing short-to-medium-term traders to capitalize on continuation patterns if momentum sustains.
- Risks: The quantitative volume term structure (1.33) and shorter-term fluctuations mean momentum can decelerate rapidly, particularly when the broader market is under pressure. Traders should avoid assuming linear upward continuation without proper confirmation.
3. What the Fundamentals Support or Contradict
The fundamental lens presents a mixed picture with a total score of 28, driven by a sparse records note, a quality score of 25, and a risk score of 60. Specific metrics such as P/E, Dividend Yield (DY), Debt-to-Equity (D/E), Return on Equity (ROE), and Market Capitalization are currently unpopulated in the dataset.
- Support: The market has historically rewarded ATRL’s operational standing within the energy sector, as reflected in its strong multi-month price appreciation.
- Contradiction: The elevated fundamental risk score (60) combined with missing financial ratios contradicts pure momentum enthusiasm. Retail investors and analysts are cautioned that without transparent, up-to-date valuation metrics, relying solely on price momentum exposes portfolios to sudden fundamental shocks or regulatory shifts affecting Pakistani refineries.
4. How to Read the Probability Band in Position-Sizing Terms
The probabilistic model (targeting a resolve date in late November 2026 with a positive expected price around PKR 1,212.82 and a median of PKR 1,199.44) assigns a 65.34% probability that ATRL stays at or above its current price of PKR 1,131.02.
- Downside Risk: The model indicates a 23% probability of a 5% drop (to PKR 1,074.47) and an 86.47% cumulative probability of staying above a 10% decline threshold (PKR 1,017.92).
- Position-Sizing Application: Because the probability of a moderate pullback exists, position sizing should be conservative. Retail investors should limit single-stock exposure so that a drop to the 5% or 10% downside thresholds does not compromise overall portfolio stability. The 65% upward probability (prob_up) advises keeping allocations moderate rather than aggressive.
5. The Single Cleanest Invalidation Level
The single cleanest technical invalidation level for current positions is PKR 1,074.47, which corresponds directly to the -5% probability band threshold.
- A sustained break below this psychological and modeled threshold would invalidate the near-term bullish momentum thesis, signaling increasing selling pressure in line with the broader market's risk-off regime (index score of 25).
- For risk-conscious market participants, monitoring price action relative to this level provides a clear, quantitative boundary to re-evaluate or exit positions.
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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