Model

Equity research analyst: 21 ways to use Ora

Covers a sector: earnings previews and reviews, estimate beats, dividends and the tape. Each example is a complete, runnable request with the real answers it returned (42 requests, captured 2026-10-31), what they mean and, where it fits, the action it would send.

Run withAnswers were captured on ora-fin-0.1.1. Another model changes the request JSON and the Playground link; run it there to see its answers.

Rule functions and facts used by this player (69)

sma 13 days_to_earnings 5 beat_eps_last 4 last_earnings_gap 4 last_eps 4 abs 3 last_earnings_move 3 eps_surprise_pct 3 raised_last 3 max 3 beat_streak 2 pre_earnings_close 2 ema 2 div_yield_ttm 2 years_of_growth 2 days_since_earnings 2 eps_year_ago 2 offset 2 adx 2 diminus 2 diplus 2 days_to_split 2 beats_last4 1 beat_revenue_last 1 eps_growth_yoy 1 roc 1 cut_last 1 macd 1 macdsignal 1 revenue_growth_yoy 1 revenue_surprise_pct 1 linreg 1 log 1 ref 1 sqrt 1 std 1 days_since_split 1 last_split_ratio 1 reverse_split_last 1 splits_5y 1 atr 1 cci 1 willr 1 next_report_amc 1 next_report_bmo 1 miss_eps_last 1 misses_last4 1 swinghigh 1 swinglow 1 hlc3 1 median 1 obv 1 percentrank 1 sum 1 harami_bull 1 morning_star 1 piercing_line 1 tweezer_bottom 1 rsi 1 wma 1 barssince 1 highest 1 highestbars 1 last_div_amount 1 last_eps_est 1 last_revenue 1 next_split_ratio 1 prev_div_amount 1 revenue_year_ago 1

Examples 21–21 of 21 · page 3 of 3

Equity research analyst · example 21

The raw numbers behind the last print: JPM and KO

For a results note, check the reported figures themselves against the estimate and the year-ago quarter, the last dividend against the one before, and whether any split is announced.

ora-fin-0.1.12 symbols, one request each6 questions

State2 symbols
Questions6 asked
Answersreal, captured
Actionsnone

State

{"symbol":"JPM"} then KO, one request each. The server fills in the latest completed session.

Questions

`eps_vs_est`	rule	`last_eps > last_eps_est` Reported EPS above the consensus estimate
`rev_vs_year_ago`	rule	`last_revenue > revenue_year_ago` Revenue above the year-ago quarter
`div_up`	rule	`last_div_amount > prev_div_amount` Last dividend larger than the one before
`split_2for1`	rule	`days_to_split <= 365 and next_split_ratio >= 2` A 2-for-1 or bigger split announced within a year
`trend`	English → rule	Is the stock above its 200-day moving average?
`beat_next`	forecast	Will the stock beat earnings next quarter? Beating earnings next quarter

Answers

Symbol	`eps_vs_est`rule	`rev_vs_year_ago`rule	`div_up`rule	`split_2for1`rule	`trend`rule	`beat_next`forecast
`JPM`	0.3227	0.8136	0.9463	0.0537	0.8854	0.506
`KO`	0.9463	0.8044	0.45	0.0537	0.9463	0.507

true false not known for rules; forecasts are odds. Hover a column for its question.

What it means

Session of 2026-10-30, 2 symbols: Reported EPS above the consensus estimate: true for KO of 2. Revenue above the year-ago quarter: true for JPM, KO of 2. Last dividend larger than the one before: true for JPM of 2. A 2-for-1 or bigger split announced within a year: true for none of 2. Highest odds for “Beating earnings next quarter”: KO at 51%.

These are the stored figures compared directly; when no split is announced the split rule answers no, and the next-quarter beat is a forecast, not a fact.

Request JSON (JPM; the others differ only in the symbol)

{
  "model": "ora-fin-0.1.1",
  "state": {
    "symbol": "JPM"
  },
  "questions": {
    "eps_vs_est": {
      "type": "yes_no",
      "ask": "last_eps > last_eps_est"
    },
    "rev_vs_year_ago": {
      "type": "yes_no",
      "ask": "last_revenue > revenue_year_ago"
    },
    "div_up": {
      "type": "yes_no",
      "ask": "last_div_amount > prev_div_amount"
    },
    "split_2for1": {
      "type": "yes_no",
      "ask": "days_to_split <= 365 and next_split_ratio >= 2"
    },
    "trend": {
      "type": "yes_no",
      "instructions": "Is the stock above its 200-day moving average?"
    },
    "beat_next": {
      "type": "yes_no",
      "instructions": "Will the stock beat earnings next quarter?"
    }
  }
}

Response JSON (JPM, real)

{
  "model": "ora-fin-0.1.1",
  "answers": {
    "eps_vs_est": {
      "yes_no": 0.3227,
      "rule": "last_eps > last_eps_est",
      "basis": "rule"
    },
    "rev_vs_year_ago": {
      "yes_no": 0.8136,
      "rule": "last_revenue > revenue_year_ago",
      "basis": "rule"
    },
    "div_up": {
      "yes_no": 0.9463,
      "rule": "last_div_amount > prev_div_amount",
      "basis": "rule"
    },
    "split_2for1": {
      "yes_no": 0.0537,
      "rule": "days_to_split <= 365 and next_split_ratio >= 2",
      "basis": "rule"
    },
    "trend": {
      "yes_no": 0.8854,
      "rule": "C > sma(C, 200)",
      "basis": "comparison"
    },
    "beat_next": {
      "yes_no": 0.506
    }
  },
  "context": {
    "symbol": "JPM",
    "as_of": "2026-10-30"
  }
}

days_to_split last_div_amount last_eps last_eps_est last_revenue next_split_ratio prev_div_amount revenue_year_ago sma

Try it in the Playground

Information, not investment advice. Rules answer from the latest completed daily session; forecasts are probabilities. Actions ran as dry runs: nothing was sent. More in Sell side: Sell-side sales trader, Execution trader / desk, Market maker, Prop trading firm, Compliance officer.

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