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GHNI trading guide

Ghandhara Industries Limited · PKR 1,089.13 -0.22% · Forecast · Company · Scanner

Sell38/100 · 72% confidence

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.

24% probability GHNI closes higher in one month
Model dispersion11.7 pts Mild disagreement.
Confidence72%
Resolved track record 0 markets Brier —
ModelProbabilityWeightBasis
Technical trend model
32%
1.63 Blended 20/60/180-session regression, RSI, MACD, moving-average structure.
Quantitative distribution
8%
1.20 Log-normal terminal distribution with volatility term structure and fat-tail widening.
Fundamental factor model
36%
0.90 Value, growth, quality and balance-sheet risk from reported financials.
Market regime / breadth
37%
0.60 KSE-100 direction and advance/decline breadth set the base rate.
Pooled consensus
24%
— 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 GHNI close higher one week from now?

YES 23¢ NO 77¢

Resolves YES if the official PSX closing price of GHNI on 5 Nov 2026 is at or above PKR 1,089.13.

Spread 6¢ · Resolves 5 Nov 2026

Will GHNI gain more than 3% within one week?

YES 8¢ NO 92¢

Resolves YES if the official PSX closing price of GHNI on 5 Nov 2026 is at or above PKR 1,121.80.

Spread 6¢ · Resolves 5 Nov 2026

Will GHNI close higher one month from now?

YES 13¢ NO 87¢

Resolves YES if the official PSX closing price of GHNI on 29 Nov 2026 is at or above PKR 1,089.13.

Spread 6¢ · Resolves 29 Nov 2026

Will GHNI gain more than 5% within one month?

YES 3¢ NO 97¢

Resolves YES if the official PSX closing price of GHNI on 29 Nov 2026 is at or above PKR 1,143.59.

Spread 6¢ · Resolves 29 Nov 2026

Will GHNI fall more than 5% within one month?

YES 80¢ NO 20¢

Resolves YES if the official PSX closing price of GHNI on 29 Nov 2026 is below PKR 1,034.67.

Spread 6¢ · Resolves 29 Nov 2026

Will GHNI gain more than 10% within three months?

YES 3¢ NO 97¢

Resolves YES if the official PSX closing price of GHNI on 30 Jan 2027 is at or above PKR 1,198.04.

Spread 6¢ · Resolves 30 Jan 2027

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Quantitative probability bands

A log-normal terminal distribution with a volatility term structure and fat-tail widening from realised excess kurtosis (1.91). Read it as "where the price plausibly lands", not "where it will land".

HorizonP10P25Median P75P90P(up)80% band
Next session1 sessions 1,053.35 1,066.43 1,081.15-0.73% 1,096.07 1,109.67 36%
1,053.35 — 1,109.67
One week5 sessions 992.31 1,020.07 1,051.82-3.43% 1,084.56 1,114.90 22%
992.31 — 1,114.90
One month22 sessions 844.52 894.83 954.26-12.38% 1,017.63 1,078.26 8%
844.52 — 1,078.26
Three months66 sessions 628.46 694.72 776.55-28.70% 868.03 959.55 2%
628.46 — 959.55

Threshold probabilities — one month

-10% (PKR 980.22)
39%
-5% (PKR 1,034.67)
20%
-2% (PKR 1,067.35)
12%
0% (PKR 1,089.13)
8%
+2% (PKR 1,110.91)
6%
+5% (PKR 1,143.59)
3%
+10% (PKR 1,198.04)
1%
1M momentum-14.96%
3M momentum+10.20%
Daily volatility1.91%
Max drawdown (1y)−40.8%

Technical read

  • Downward price trend of 6.954 PKR/session over the blended 20/60/180-session regression (fit R² 0.63).
  • RSI(14) at 18.4 — oversold, bounce potential.
  • Price is below the 50-session average (1,214.44).
  • Long-term structure is bullish versus the 200-session average (940.42).
  • MACD histogram negative (-18.992) — sellers in control.
  • Daily volatility 1.90% drives the projection band width.
RSI (14)18.4
MACD / signal-41.730 / -22.737
EMA 12 / 261,139.30 / 1,181.03
SMA 20 / 50 / 2001,202.70 / 1,214.44 / 940.42
Support / resistance968.57 / 1,342.53
52-week range598.73 — 1,342.53
Trend fit (R²)0.634

Fundamental read

Value26
Growth0
Quality25
Risk60
  • Fundamental record present but sparse.
P/E—
Dividend yield—
Debt / equity—
SectorCommercial Banks

How to trade this responsibly

  1. Start with the band, not the target. The one-month 80% band is PKR 844.52 to 1,078.26 — that is roughly 21.5% wide. If your position cannot survive the bottom of that band, it is too big.
  2. Let fundamentals pick, technicals time. Fundamental score 28/100 says whether the business earns your capital; technical score 27/100 says whether now is the moment.
  3. Respect the base rate. The PSX regime reads Risk-off (25/100). Long setups in a risk-off tape need a bigger edge.
  4. Convert probability into size. At 24% consensus and a 11.4% upside band, a half-Kelly stake is small. Full conviction sizing on a 5-point edge is how accounts die.
  5. Write the invalidation down before you enter. A close below PKR 968.57 breaks the current structure and the setup is over — no renegotiating.

AI trading guide — GHNI

Gemini interpretation of the v4.1 multi-lens model

Gemini AI

I am QW Market Intelligence AI, built by QW Hosting. Here is your educational market intelligence and risk-assessment guide for Ghandhara Industries Limited (GHNI), designed for Pakistani retail investors, analysts, and students studying the Pakistan Stock Exchange (PSX).

1. The One-Paragraph Thesis

GHNI is currently trading at PKR 1,089.13 within a broader risk-off PSX market environment characterized by weak market breadth (advancers trailing decliners significantly) and an index decline of 0.95%. Our multi-lens model generates a composite score of 38 and a "Sell" signal with 72% confidence, driven by a sharp one-month downward momentum correction of -14.96% following previous gains. While longer-term momentum metrics remain positive over 3, 6, and 12-month horizons, the convergence of weak market breadth, short-term distribution, and low technical and fundamental scores points to elevated near-term downside risks. Investors must weigh the potential for a mean-reversion bounce against the high statistical probability of further near-term price contraction.

2. What the Technical Picture Allows

  • Indicators and Momentum: The technical score sits at 27, reflecting weak near-term price action. While the 6-month momentum shows a strong prior gain of 59.29%, the 1-month momentum of -14.96% indicates that sellers have taken control of the short-term trend.
  • Volatility and Drawdown: The 30-day volatility stands at approximately 1.91%, with a maximum historical drawdown of 40.75%.
  • Trading Implications: The technical setup allows for short-term defensive positioning or profit-taking for existing holders. However, because momentum can reverse rapidly in cyclical automotive or industrial names on the PSX, traders should not treat current technical weakness as a permanent valuation floor.

3. What the Fundamentals Support or Contradict

  • Sparse Record & Score: GHNI’s fundamental score is recorded at 28 (with a quality sub-score of 25 and a risk sub-score of 60), based on sparse available financial records. Standard valuation metrics such as P/E, Dividend Yield (DY), Debt-to-Equity (D/E), and Return on Equity (ROE) are not populated in the current dataset. Note: While the dataset's automated sector tag indicates "Commercial Banks," GHNI is traditionally recognized as a prominent automobile assembler in the PSX engineering sector.
  • Contradictions: The lack of robust fundamental metrics contradicts any long-term thesis relying purely on balance-sheet strength or earnings multiples. High fundamental risk (score of 60) combined with missing profitability metrics suggests that retail investors should exercise extreme caution, relying instead on strict risk management rather than fundamental safety margins.

4. How to Read the Probability Band in Position-Sizing Terms

The one-month distribution model (targeting late November 2026) projects an expected median price of PKR 954.26, representing a potential correction of roughly 12.38% from the current price of PKR 1,089.13.

  • Probability Breakdown: The model indicates an 80.2% probability of a down move greater than 5%, and only an 8.27% probability of upward continuation.
  • Position-Sizing Application: Because the probability heavily favors downside movement (median forecast at PKR 954.26, with the 5th percentile down to PKR 815.77), position-sizing should be strictly minimized if capital is deployed at all. Risk-averse market participants should consider reducing exposure size to limit capital impairment, keeping cash ready rather than averaging down into a falling momentum regime.

5. The Single Cleanest Invalidation Level

  • Invalidation Trigger: A decisive daily close above the recent local resistance around the PKR 1,143.59 level (aligned with the +5% probability band threshold).
  • Why it matters: If GHNI breaks and holds above this threshold, it invalidates the current short-term "Sell" thesis and bearish distribution model, signaling that buyers have successfully absorbed the recent one-month selling pressure and are attempting to resume the broader 3-month and 6-month upward trends.
AI analysis for educational and research purposes only — not investment advice. Generated just now.

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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