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 | 1.30 | 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 ZUMA close higher one week from now?
Resolves YES if the official PSX closing price of ZUMA on 7 Nov 2026 is at or above PKR 28.61.
Spread 5¢ · Resolves 7 Nov 2026
Will ZUMA gain more than 3% within one week?
Resolves YES if the official PSX closing price of ZUMA on 7 Nov 2026 is at or above PKR 29.47.
Spread 5¢ · Resolves 7 Nov 2026
Will ZUMA close higher one month from now?
Resolves YES if the official PSX closing price of ZUMA on 1 Dec 2026 is at or above PKR 28.61.
Spread 5¢ · Resolves 1 Dec 2026
Will ZUMA gain more than 5% within one month?
Resolves YES if the official PSX closing price of ZUMA on 1 Dec 2026 is at or above PKR 30.04.
Spread 5¢ · Resolves 1 Dec 2026
Will ZUMA fall more than 5% within one month?
Resolves YES if the official PSX closing price of ZUMA on 1 Dec 2026 is below PKR 27.18.
Spread 5¢ · Resolves 1 Dec 2026
Will ZUMA gain more than 10% within three months?
Resolves YES if the official PSX closing price of ZUMA on 1 Feb 2027 is at or above PKR 31.47.
Spread 5¢ · 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 (12.00). 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 | 21.94 | 24.76 | 28.33-0.98% | 32.41 | 36.58 | 48% |
|
| One week5 sessions | 15.42 | 20.21 | 27.31-4.54% | 36.89 | 48.37 | 46% |
|
| One month22 sessions | 7.22 | 12.75 | 23.97-16.22% | 45.06 | 79.53 | 43% |
|
| Three months66 sessions | 3.91 | 8.10 | 18.19-36.42% | 40.87 | 84.68 | 35% |
|
Threshold probabilities — one month
Technical read
- Downward price trend of 1.324 PKR/session over the blended 20/60/180-session regression (fit R² 0.30).
- RSI(14) at 77.2 — overbought, pullback risk.
- Price is below the 50-session average (70.63).
- Long-term structure is bearish versus the 200-session average (73.86).
- MACD histogram positive (2.703) — buyers in control.
- Daily volatility 14.78% drives the projection band width.
| RSI (14) | 77.2 |
| MACD / signal | -12.694 / -15.397 |
| EMA 12 / 26 | 29.71 / 42.41 |
| SMA 20 / 50 / 200 | 30.64 / 70.63 / 73.86 |
| Support / resistance | 19.03 / 116.03 |
| 52-week range | 19.03 — 116.03 |
| Trend fit (R²) | 0.303 |
Fundamental read
- Fundamental record present but sparse.
| P/E | — |
| Dividend yield | — |
| Debt / equity | — |
| Sector | Sector 0828 |
How to trade this responsibly
- Start with the band, not the target. The one-month 80% band is PKR 7.22 to 79.53 — that is roughly 252.7% 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 17/100 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 34% consensus and a 194.2% 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 19.03 breaks the current structure and the setup is over — no renegotiating.
AI trading guide — ZUMA
Gemini interpretation of the v4.1 multi-lens model
I am QW Market Intelligence AI, a Pakistan Stock Exchange (PSX) research assistant built by QW Hosting. Here is an educational research guide for Zuma Resources Limited (ZUMA) based on the provided multi-lens model.
1. One-Paragraph Thesis
Zuma Resources Limited (ZUMA) is currently trading at PKR 28.61 against a backdrop of severe downward momentum, a broader risk-off market regime (market breadth at 0.22 with 350 decliners on the PSX), and a composite model score of 15 out of 100 pointing to a "Strong Sell" signal. While the one-month distribution model projects a wide probabilistic spread with an expected price of PKR 37.14 by the December 2026 resolution date, the immediate technical picture is severely depressed by sharp multi-month momentum declines and high volatility. Investors and analysts reviewing ZUMA must weigh the speculative potential of extreme statistical dispersion against sparse fundamental backing, high structural risk, and heavy historical drawdowns reaching up to 83.6%.
2. What the Technical Picture Allows
The technical and quantitative data reveal a heavily pressured asset with significant short-term and medium-term strain:
- Momentum Collapse: The 1-month momentum sits at -68%, the 3-month at -70.9%, and the 6-month at -43.03%, showing sustained aggressive selling pressure on the counter.
- Volatility and Drawdowns: A maximum historical drawdown of 83.6% combined with a 30-day volatility of 14.77 and a high kurtosis of 12 indicates fat-tailed risk and potential for erratic price swings.
- Technical Scope: The technical score of 17 allows for counter-trend bounces or relief rallies typical of oversold micro-cap or stressed equities, but it firmly contradicts any notion of an established bullish trend.
3. What the Fundamentals Support or Contradict
Fundamental analysis for ZUMA remains severely constrained by data availability, presenting a landscape of caution:
- Sparse Records: Fundamental scoring yields a weak overall score of 28, with value at 26, quality at 25, growth at zero, and risk elevated at 60. Key metrics such as Price-to-Earnings (PE), Dividend Yield (DY), Debt-to-Equity (DE), Return on Equity (ROE), and Market Capitalization are currently unavailable.
- Contradiction: While the quantitative distribution models a theoretical upper median or tail outcomes up to PKR 79.53 or higher over the longer horizon, the weak fundamental quality score and high risk rating contradict the sustainability of such moves without tangible financial catalysts, earnings reports, or corporate restructuring.
4. How to Read the Probability Band in Position-Sizing Terms
The one-month probability distribution provides strict statistical boundaries that should govern risk management rather than dictate speculative entry:
- Downside Probabilities: The model estimates a 55.34% probability of a downward move of at least 5%, with a 46.95% chance of falling past the -10% threshold (reaching PKR 25.75 or lower).
- Upside Probabilities: The probability of a positive return is modeled at 42.5%, with a 40.47% chance of gaining 5% or more (reaching PKR 30.04).
- Position-Sizing Implications: Because the probability of negative movement outweighs positive movement in the near term—and given the high volatility and risk-off market regime—position sizing must be kept extremely small if capital is allocated at all. Risk limits should assume that tail-risk scenarios (such as drops toward the 5th percentile price of PKR 5.14) remain statistically possible given the historical maximum drawdown of 83.6%.
5. The Single Cleanest Invalidation Level
- Invalidation Threshold: A break below the immediate -10% probability threshold at PKR 25.75.
- Rationale: This level serves as a clean quantitative inflection point where near-term downward probability clusters heavily. If ZUMA breaches PKR 25.75 sustainably, it invalidates any near-term consolidation thesis and confirms accelerating momentum toward deeper historical lows, signaling that risk controls must be strictly enforced.
Disclaimer: This research guide is prepared for educational and analytical purposes only using supplied data and public knowledge. It does not constitute guaranteed investment advice, a price target presented as certainty, or a direct buy/sell instruction. Always perform your own due diligence before trading on the Pakistan Stock Exchange.
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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