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 | 1.59 | 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 KEL close higher one week from now?
Resolves YES if the official PSX closing price of KEL on 5 Nov 2026 is at or above PKR 6.05.
Spread 6¢ · Resolves 5 Nov 2026
Will KEL gain more than 3% within one week?
Resolves YES if the official PSX closing price of KEL on 5 Nov 2026 is at or above PKR 6.23.
Spread 6¢ · Resolves 5 Nov 2026
Will KEL close higher one month from now?
Resolves YES if the official PSX closing price of KEL on 29 Nov 2026 is at or above PKR 6.05.
Spread 6¢ · Resolves 29 Nov 2026
Will KEL gain more than 5% within one month?
Resolves YES if the official PSX closing price of KEL on 29 Nov 2026 is at or above PKR 6.35.
Spread 6¢ · Resolves 29 Nov 2026
Will KEL fall more than 5% within one month?
Resolves YES if the official PSX closing price of KEL on 29 Nov 2026 is below PKR 5.75.
Spread 6¢ · Resolves 29 Nov 2026
Will KEL gain more than 10% within three months?
Resolves YES if the official PSX closing price of KEL on 30 Jan 2027 is at or above PKR 6.66.
Spread 6¢ · 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 (2.97). 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 | 5.81 | 5.89 | 5.99-0.99% | 6.09 | 6.18 | 34% |
|
| One week5 sessions | 5.39 | 5.57 | 5.77-4.63% | 5.99 | 6.19 | 19% |
|
| One month22 sessions | 4.38 | 4.70 | 5.07-16.20% | 5.47 | 5.86 | 6% |
|
| Three months66 sessions | 2.99 | 3.37 | 3.85-36.36% | 4.39 | 4.95 | 1% |
|
Threshold probabilities — one month
Technical read
- Downward price trend of 0.032 PKR/session over the blended 20/60/180-session regression (fit R² 0.59).
- RSI(14) at 22.1 — oversold, bounce potential.
- Price is below the 50-session average (7.14).
- Long-term structure is bearish versus the 200-session average (7.34).
- MACD histogram negative (-0.044) — sellers in control.
- Daily volatility 2.19% drives the projection band width.
| RSI (14) | 22.1 |
| MACD / signal | -0.217 / -0.174 |
| EMA 12 / 26 | 6.68 / 6.90 |
| SMA 20 / 50 / 200 | 6.89 / 7.14 / 7.34 |
| Support / resistance | 6.05 / 8.53 |
| 52-week range | 5.01 — 9.42 |
| Trend fit (R²) | 0.592 |
Fundamental read
- Fundamental record present but sparse.
| P/E | — |
| Dividend yield | — |
| Debt / equity | — |
| Sector | Sector 0824 |
How to trade this responsibly
- Start with the band, not the target. The one-month 80% band is PKR 4.38 to 5.86 — that is roughly 24.5% 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 14/100 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 19% consensus and a 13.1% 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 6.05 breaks the current structure and the setup is over — no renegotiating.
AI trading guide — KEL
Gemini interpretation of the v4.1 multi-lens model
QW Market Intelligence AI — PSX Research Assistant
Built by QW Hosting. Educational and research purposes only. Not investment advice.
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K-Electric Limited (KEL) Multi-Lens Research Guide
1. The One-Paragraph Thesis
K-Electric Limited (KEL) is currently trading at PKR 6.05 within a broader "Risk-off" market regime characterized by weak index breadth (99 advancers against 350 decliners) and a negative index move of 0.95%. Our quantitative and multi-lens model generates a "Strong Sell" signal with a composite score of 23 and a 68% confidence level, underpinned by persistent downward momentum across 1-month (-15.38%), 3-month (-27.63%), and 6-month (-15.97%) horizons. While the distribution model indicates a high statistical probability of a downside move over the coming month—projecting a median target near PKR 5.07—market participants must balance this weak technical setup against KEL’s systemic importance as Karachi’s primary integrated power utility, where regulatory developments, tariff determinations, and circular debt resolutions can introduce sudden sentiment shifts.
2. What the Technical Picture Allows
The technical lens registers a low score of 14, reflecting persistent downward pressure and a 30-day volatility reading of 2.186 alongside a maximum historical drawdown of 35.77%.
- Downward Trajectory: The technical structure allows for continued trend continuation toward lower statistical supports, given the weak short-term and medium-term momentum figures.
- Overextended Readings: Conversely, extreme short-term drops frequently invite localized mean-reversion bounces or relief rallies. However, in a risk-off regime with declining breadth, technicians view these bounces skeptically as potential selling opportunities rather than sustainable reversals.
3. What the Fundamentals Support or Contradict
Fundamental evaluation of KEL remains constrained by sparse available records, yielding a fundamental score of 28, a valuation score of 26, a quality score of 25, and a elevated risk score of 60. Standard 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.
- Risk vs. Reward: The high fundamental risk score (60) contradicts any aggressive accumulation thesis, supporting the conservative stance taken by the quantitative model.
- Structural Catalysts: Fundamentally, KEL's business model relies heavily on governmental subsidies, tariff adjustments from NEPRA, and the resolution of circular debt issues across Pakistan's power sector. Positive policy breakthroughs or privatization updates can rapidly invalidate purely momentum-driven assumptions, introducing binary event risk that financial models alone may understate.
4. How to Read the Probability Band in Position-Sizing Terms
The one-month probability distribution model provides concrete statistical boundaries to help retail investors and analysts gauge downside exposure:
- The Baseline: The model projects an expected price of PKR 5.10 with a median of PKR 5.07, and assigns a high probability (86.65%) to a decline exceeding 5% from current levels.
- Downside Scenarios: The 10th percentile (p10) sits at PKR 4.38, while the 5th percentile (p05) drops to PKR 4.21. The probability of a greater than 10% decline stands at roughly 26.36%.
- Position-Sizing Application: Because the probability of upward movement of more than 5% is restricted to just 2.31% (with an overall upward probability of only 5.9%), risk-conscious market participants should view this profile through a capital-preservation lens. If engaging with the stock, position sizing must be kept exceptionally small to absorb potential slippage toward the p05/p10 bands, ensuring that any unexpected volatility does not jeopardize total portfolio health.
5. The Single Cleanest Invalidation Level
The single cleanest technical invalidation level for the current bearish thesis is a decisive daily close above PKR 6.35 (representing a +5% threshold from the current price of PKR 6.05, where the model assigns a mere 2.31% upward probability). A sustained move and close above this threshold would signal unexpected buying strength, breaking the prevailing negative momentum sequence and requiring a full reassessment of the quantitative model's risk parameters.
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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