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Quality & Compounders

SageOne — Samit Vartak Framework

SageOne — Samit Vartak Framework is a Quality & Compounders screen. It checks every NSE-listed stock against 6 conditions computed from nightly data, after excluding heavily pledged promoters and very small market caps. This page explains the rule, each figure and its source. It lists no stocks and is not advice.

What it does and why

SageOne Investment Advisors, led by Samit Vartak, operates from a conviction that high-growth businesses are systematically mispriced by the market when they trade below their compounding potential. The screen enforces simultaneous hurdles on revenue growth (>22% 3yr CAGR), profit growth (>23% 3yr CAGR), capital efficiency (ROE >25%, ROCE >20%), and valuation discipline (PE <22). The valuation ceiling is the insight the market routinely skips: investors chasing high-growth stories often pay 40-60x PE and accept that the growth justifies any price, but Vartak insists the margin of safety comes from buying growth before the consensus has fully priced it in. The framework is more demanding than typical growth screens because requiring all five thresholds simultaneously eliminates businesses where one strong dimension masks weakness in another — high-growth but capital-hungry, or capital-efficient but ex-growth.

The rule, step by step

A stock must satisfy every condition below. Conditions are grouped under the pillar they test.

Growth Quality

  • Revenue CAGR (3Y) ≥ 22
  • PAT CAGR (3Y) ≥ 23

Capital Returns

  • ROE ≥ 25
  • ROCE ≥ 20

Value Discipline

  • P/E > 0
  • P/E < 22

Hard excludes

  • Promoter pledge above 30% of the promoter's holding
  • Market cap below ₹500 crore
Passes the screen

Ranked by ROE, highest first.

The figures it uses

Revenue CAGR (3Y)

Used in a condition
Formula
Revenue ((Latest ÷ value 3 years earlier)^(1/3) − 1) × 100, both values positive
Input fields
revenue
Source of record
FinEdge · /api/v1/financials/{symbol}?statement_code=pl&period=annual
Refresh
Recomputed nightly (06:30 IST job); rows older than 3 days are excluded from screens

PAT CAGR (3Y)

Used in a condition
Formula
PAT ((Latest ÷ value 3 years earlier)^(1/3) − 1) × 100, both values positive
Input fields
pat
Source of record
FinEdge · /api/v1/financials/{symbol}?statement_code=pl&period=annual
Refresh
Recomputed nightly (06:30 IST job); rows older than 3 days are excluded from screens

ROE

Used in a condition
Formula
Latest annual PAT ÷ total equity × 100, only when equity is positive
Input fields
pat, total equity
Source of record
FinEdge · /api/v1/financials/{symbol}?statement_code=pl&period=annualFinEdge · /api/v1/financials/{symbol}?statement_code=bs&period=annual
Refresh
Recomputed nightly (06:30 IST job); rows older than 3 days are excluded from screens

ROCE

Used in a condition
Formula
Latest annual EBIT ÷ (total assets − current liabilities) × 100, only when that capital employed is positive
Input fields
ebit, total assets, current liabilities
Source of record
FinEdge · /api/v1/financials/{symbol}?statement_code=pl&period=annualFinEdge · /api/v1/financials/{symbol}?statement_code=bs&period=annual
Refresh
Recomputed nightly (06:30 IST job); rows older than 3 days are excluded from screens

P/E

Used in a condition
Formula
Close ÷ latest annual EPS, only when EPS is positive
Input fields
close, eps
Source of record
Upstox · public historical candles, NSE_EQ|{ISIN} (no auth)FinEdge · /api/v1/daily-quotes/{symbol} (fallback)FinEdge · /api/v1/financials/{symbol}?statement_code=pl&period=annual
Corporate actions
Adjusted for corporate actions before use
Refresh
Recomputed nightly (06:30 IST job); rows older than 3 days are excluded from screens

Promoter Pledge

Hard exclude input
Formula
Pledged shares as a share of the promoter's own holding: pledgedSharesPct ÷ promoter holding × 100; blank when the quarter is not listed
Input fields
pledgedSharesPct, promoter holding
Source of record
FinEdge · /api/v1/shareholdings/summary/{symbol}?period=quarterlyFinEdge · /api/v1/shareholdings/pattern/{symbol}?period=quarterly
Refresh
Recomputed nightly (06:30 IST job); rows older than 3 days are excluded from screens

Market Cap

Hard exclude input
Formula
Close × paid-up equity shares ÷ 10,000,000 (₹ crore)
Input fields
close, paidUpEquityShares
Source of record
Upstox · public historical candles, NSE_EQ|{ISIN} (no auth)FinEdge · /api/v1/daily-quotes/{symbol} (fallback)FinEdge · /api/v1/shareholdings/summary/{symbol}?period=quarterly
Corporate actions
Adjusted for corporate actions before use
Refresh
Recomputed nightly (06:30 IST job); rows older than 3 days are excluded from screens

What each figure means

3-Year Revenue CAGR (%)

((revenue_latest / revenue_3yr_ago) ^ (1/3) - 1) * 100, where revenue is consolidated annual net sales.

Requires >22%. Measures whether the business is genuinely expanding its market, not just repricing or restructuring. Three years smooths single-year noise from lumpy project revenues or macro tailwinds.

High is better

3-Year PAT CAGR (%)

((pat_latest / pat_3yr_ago) ^ (1/3) - 1) * 100, where PAT is profit after tax attributable to owners from continuing operations.

Requires >23%. Growing faster than revenue implies operating leverage — fixed costs are being absorbed by volume, which is the margin expansion story Vartak looks for. Computing from continuing operations excludes discontinued-ops windfalls that inflate one-year PAT.

High is better

Return on Equity (%)

PAT_latest / average_shareholders_equity * 100, where average equity = (equity_current + equity_prior_year) / 2.

Requires >25%. A sustained ROE above 25% indicates the business earns shareholder capital well in excess of its cost, which is the prerequisite for compounding. Single-year ROE is checked here; screener context must note that a single high ROE can be manufactured — the ROCE check provides the cross-validation.

High is better

Return on Capital Employed (%)

EBIT / (total_equity + long_term_borrowings + short_term_borrowings) * 100, using latest annual figures.

Requires >20%. ROCE is pre-tax and debt-structure-neutral, making it comparable across capital structures. A business with high ROE but mediocre ROCE is using leverage to flatter equity returns — the ROCE floor catches this. Both ROE and ROCE together confirm genuinely efficient capital allocation.

High is better

Price-to-Earnings Ratio

current_market_price / trailing_twelve_month_eps_from_continuing_operations.

Low is better

Try the rule

Type hypothetical values to see which conditions they satisfy. These are not real stocks and nothing here is stored.

  • Revenue CAGR (3Y) ≥ 22—
  • PAT CAGR (3Y) ≥ 23—
  • ROE ≥ 25—
  • ROCE ≥ 20—
  • P/E > 0—
  • P/E < 22—

Enter values to begin

How sensitive is it?

How many stocks pass if this threshold were set differently. Counts only; no stocks are named.

A worked example

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Evidence

What the harness measured

no_verified_figureNot yet tested

We have not measured this screen yet, so there is no record to explain.

Live monitoring

  • 5-day IC -0.027 · signal date 2026-10-14 · n 4447
  • 22-day IC -0.010 · signal date 2026-09-12 · n 3840

This is a historical, statistical measurement produced by FINOME TECHNOLOGIES PVT LTD's research harness on past data. It is not a prediction, and past results do not indicate future results. The universe is today's Nifty 500 constituents, so the sample is affected by survivorship bias. It describes how a screen's selections behaved in the past and does not constitute investment advice or a recommendation.

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Rule version 1.0.0

Questions

How is this screen calculated?
Each stock is tested against 6 conditions using figures computed from exchange prices and company filings, adjusted for corporate actions. The rule is versioned; this page shows version 1.0.0.
How often does the screen update?
The figures are recomputed once each trading day after the nightly compute. A stock whose figures are more than three days old is left out rather than shown stale.
Is this investment advice?
No. This is educational material describing a screening method. It does not recommend any security and does not consider your circumstances.
Educational use only — GoQuant is a research tool. This page explains a screening method and is not a recommendation. Investment advice is provided by FINOME TECHNOLOGIES PVT LTD (AltQube), SEBI-registered Investment Adviser, registration no. INA000018373, under a signed advisory agreement and after a risk profile. Past performance is not indicative of future results.