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Relative performance · rebased to 100, last ~9 months

Metric	ZUM ZUMA
Last price	Rs 22.30
Change	-1.28%
AI signal	Strong Sell
Model score	35/100
Confidence	51%
Sector	Technology & Communication
Market cap	Rs 1.6B
P/E	5.0
EPS	0.17
Div yield	6.24%
ROE	27.8%
RSI (14)	14

Automated model output

This figure is produced by logistic-v1, a logistic-regression classifier trained on Pakistan Stock Exchange end-of-day history. It is arithmetic over a fixed list of inputs, not a recommendation, and no analyst reviewed it before publication. It reads no news, filings or sentiment.

Its out-of-sample directional accuracy is published in full, including the periods it read badly. How it is computed: methodology.

We are not licensed by the SECP as a securities adviser, investment adviser, research analyst or broker-dealer. Past performance and back-tested results do not predict future results. See our disclaimer.