Fundamental
Live · weekly snapshot · ledger week 4

Where India's market really stands — and what's moving.

Every actively-traded NSE stock, scored against its true peers. 200 companies. 41 clusters. One number, recomputed weekly — and never edited.

Composite
82
Top 18% in cluster
RoCE · 5y avg
23.4%
Quality compounder
Sales · 10y
+14%
CAGR
P/E vs peers
25% ↓
Cheaper than median
200
stocks
41
clusters
4
weekly snapshots
Different sectors, different recipes

One scorecard per industry.

We don't score a bank the way we score a paint company. Each cluster has its own recipe — tuned for what an analyst in that space would actually look at.

Banks

Capital, not capex.

Banks score on return on assets, book-value compounding, and capital cushion — the things that actually matter when revenue is interest income and inventory is loans.

RoABook CAGRCapital cushion
Cement

Tonnes, not P/E.

EBITDA margin and capacity utilization tell you whether prices are firm and whether new plants are paying off. P/E for cement is mostly noise.

EBITDA marginCapacityCapex intensity
IT Services

Margin, not breadth.

Operating-margin trend and cash conversion separate the compounders from the deal-grabbers. Revenue growth alone is a trap.

Op margin trendCFO/EBITDADSO
How we score

Three pillars. One ranking.

The way an analyst would actually think about a business — not a dump of every ratio in the book.

Return on equity · 8y
01

Quality

Does this business compound?

Returns on capital, multi-window CAGR, growth consistency, cash conversion, balance-sheet discipline. The question we're answering is whether the business has built durable economics — or just had a good year.

Peer median P/E28×This stock21×25% cheaper than the cluster median
02

Valuation

Are we paying a fair price?

P/E, P/B, EV/EBITDA, FCF and dividend yield — but always relative to peers in the same cluster, never the whole market. A 25× P/E in pharma means something very different from a 25× P/E in cement.

12 months agotoday
03

Momentum

Is the market noticing yet?

Price momentum across 3, 6, 12-month horizons relative to the market — blended with latest-quarter earnings momentum. The two together separate hype from fundamentals turning.

The single page that matters

Strengths.
And gaps.

Five axes, sorted. The strongest dimensions rise to the top — without you having to read a footnote.

Momentum91
Growth84
Profitability78
Cash & Balance Sheet62
Valuation47
What compounds

Built to compound.

Anyone can ship a stock screener in a weekend. None of these three can be cloned in a sprint.

Score history · ledger4 weekly snapshots
Week 1today
First
Today
today
Edits
0
01

A score history that can't be backdated.

Every Monday at 09:30 IST we freeze the score for every covered name and write it to an append-only ledger. We don't edit history — if we were wrong, you can see we were wrong. A competitor launching tomorrow can backfill price data, but they cannot backfill our judgment from week one.

Why this score · INFY
Returns on equity beat the cluster.
Operating margin has improved over five years.
Net cash; balance sheet is in the 99th percentile.
P/E is richer than peers.
Revenue growth trails cluster median by ~160 bps.
02

Plain language. Not a wall of ratios.

Every score ships with a paragraph that explains what changed and why it matters. The model behind it gets tuned on analyst corrections and reader feedback — patient input a generic prompt cannot replicate.

03

What everyone's watching.

Watchlists, screens, and reads — anonymized into a demand-side dataset that's uniquely ours. We feed it back into scoring and surface what's moving. We don't sell it. Every visit makes the next score a little better.

Start with the part of the market you care about.