PECO trading guide
Pakistan Engineering Company Limited · PKR 643.60 +5.05% · Forecast · Company · Scanner
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 | 1.47 | 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 PECO close higher one week from now?
Resolves YES if the official PSX closing price of PECO on 6 Nov 2026 is at or above PKR 643.60.
Spread 5¢ · Resolves 6 Nov 2026
Will PECO gain more than 3% within one week?
Resolves YES if the official PSX closing price of PECO on 6 Nov 2026 is at or above PKR 662.91.
Spread 5¢ · Resolves 6 Nov 2026
Will PECO close higher one month from now?
Resolves YES if the official PSX closing price of PECO on 30 Nov 2026 is at or above PKR 643.60.
Spread 5¢ · Resolves 30 Nov 2026
Will PECO gain more than 5% within one month?
Resolves YES if the official PSX closing price of PECO on 30 Nov 2026 is at or above PKR 675.78.
Spread 5¢ · Resolves 30 Nov 2026
Will PECO fall more than 5% within one month?
Resolves YES if the official PSX closing price of PECO on 30 Nov 2026 is below PKR 611.42.
Spread 5¢ · Resolves 30 Nov 2026
Will PECO gain more than 10% within three months?
Resolves YES if the official PSX closing price of PECO on 31 Jan 2027 is at or above PKR 707.96.
Spread 5¢ · Resolves 31 Jan 2027
Quantitative probability bands
A log-normal terminal distribution with a volatility term structure and fat-tail widening from realised excess kurtosis (0.98). 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 | 610.31 | 623.48 | 638.46-0.80% | 653.79 | 667.91 | 41% |
|
| One week5 sessions | 560.17 | 587.58 | 619.60-3.73% | 653.37 | 685.33 | 31% |
|
| One month22 sessions | 450.98 | 498.51 | 557.21-13.42% | 622.82 | 688.45 | 19% |
|
| Three months66 sessions | 308.56 | 367.03 | 445.08-30.85% | 539.73 | 642.01 | 10% |
|
Threshold probabilities — one month
Technical read
- Downward price trend of 2.418 PKR/session over the blended 20/60/180-session regression (fit R² 0.47).
- RSI(14) at 41.7 — neutral momentum.
- Price is below the 50-session average (682.30).
- Long-term structure is bullish versus the 200-session average (610.93).
- MACD histogram negative (-2.998) — sellers in control.
- Daily volatility 3.40% drives the projection band width.
| RSI (14) | 41.7 |
| MACD / signal | -13.087 / -10.089 |
| EMA 12 / 26 | 645.74 / 658.83 |
| SMA 20 / 50 / 200 | 661.51 / 682.30 / 610.93 |
| Support / resistance | 605.30 / 875.08 |
| 52-week range | 402.42 — 945.75 |
| Trend fit (R²) | 0.466 |
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 450.98 to 688.45 — that is roughly 36.9% 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 26/100 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 29% consensus and a 20.4% 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 605.30 breaks the current structure and the setup is over — no renegotiating.
AI trading guide — PECO
Gemini interpretation of the v4.1 multi-lens model
Pakistan Engineering Company Limited (PECO): Multi-Lens Market Intelligence Guide
Disclaimer: This research report is produced by QW Market Intelligence AI for educational and informational purposes only. It does not constitute financial advice, a guarantee of future performance, or a direct buy/sell recommendation. Pakistan Stock Exchange (PSX) investments carry inherent risks; investors must conduct their own due diligence.
1. Thesis Summary
Pakistan Engineering Company Limited (PECO) trades at PKR 643.60 under a broader "Risk-off" market regime, characterized by a weak PSX market breadth where decliners heavily outnumber advancers. Our multi-lens model generates a composite score of 32 and a "Sell" signal with 57% confidence, reflecting mounting downward momentum and a negative one-month expected price correction towards the PKR 564.85 region. While historical 12-month momentum shows some resilience (+10.02%), current short-term indicators, sparse fundamental coverage, and a downward distribution skew indicate substantial caution is warranted for retail participants and analysts.
2. Technical Picture and Momentum
The technical sub-score sits low at 26, corroborating a corrective phase for PECO on the PSX board.
- Momentum indicators: Short-term momentum is negative, with 1-month and 3-month returns resting at -2.44% and -8.58% respectively, overshadowing the longer-term 12-month gain of 10.02%.
- Volatility and Drawdown: The 30-day volatility stands near 3.40%, paired with a historical maximum drawdown of 36%, signaling that price swings can be sharp.
- Market Regime: Operating inside a Risk-off environment (market breadth at 0.22 with 350 decliners versus 99 advancers, alongside the broader index sliding 0.95%), technical setups heavily favor defensive postures or patience rather than aggressive accumulation.
3. Fundamental Support and Contradictions
PECO's fundamental record is available but sparse, yielding an overall fundamental score of 28. Standard valuation metrics such as Price-to-Earnings (P/E), Dividend Yield (D/Y), Debt-to-Equity (D/E), and Return on Equity (ROE) are currently unquantified in the dataset, and market capitalization data is absent.
- Quality and Risk: The model registers a quality score of 25 alongside an elevated risk score of 60.
- Contradiction: There is a stark contrast between historical engineering sector legacy and current verifiable fundamental earnings growth (growth score at 0). Without robust fundamental catalysts or clear dividend yields to anchor long-term value, the stock relies heavily on speculative flows, which remain vulnerable during broader market downturns.
4. Probability Band and Position-Sizing
The one-month forward distribution (spanning 22 trading sessions with a sigma of 0.165) provides a mathematical framework for risk management rather than a price target certainty:
- Probability of Decline: The model indicates a 71.31% probability that PECO will drop by 5% or more from its current price, with the median expected price residing down at PKR 557.21 (and an expected value of PKR 564.85).
- Upside vs. Downside skew: The calculated probability of an upward move is only 19.12%, while the probability of severe downside exceeding a 10% drop sits at 40.71%.
- Position-Sizing Implications: Given the heavy downward skew (prob_down_5 at 0.7131) and risk-off regime, risk-conscious retail investors and students should view position sizing through capital preservation lenses. Allocating significant capital or leveraging positions into a high-probability downward skew conflicts with disciplined risk controls. Any exploratory sizing must account for the measured 36% maximum historical drawdown.
5. Cleanest Invalidation Level
In a risk-off structure displaying a bearish composite signal, the cleanest invalidation level for the current short-to-medium-term thesis sits at the +5% threshold price of PKR 675.78.
- Why it matters: Should buying volume expand sufficiently to push and sustain PECO above PKR 675.78, it would invalidate the immediate downside distribution expectations (where the model only assigns a 12.12% probability of reaching or exceeding +5%).
- Actionable takeaway: Monitoring price action relative to this threshold allows analysts to objectively evaluate whether bearish momentum is failing and whether market conditions are beginning to shift.
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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