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Cheapest to dearest monthly lot in 2024, five household tickers

Answered against 22 years of US equities and 12 years of US options data and published with the query that produced it. This result is stored as of 2026-08-09, from Cost Basis Methods: FIFO vs Specific ID.

as of ranking 5×3read in context →
Cheapest to dearest monthly lot in 2024, five household tickers — 5 rows by 3 columns, computed from US exchange, SIP and OPRA data.
symbollot_price_bandspread_pct
AAPL$169.3 to $239.5941.5
SPY$472.65 to $603.6327.7
MSFT$370.87 to $456.7323.2
KO$59.53 to $73.0122.6
JNJ$146.44 to $167.1614.1
Rows × columns
5 × 3
Computed
Completeness
No missing values
Source
US exchange, SIP and OPRA market data
Licence
Strasmore terms · free, no signup
Formats
JSON · CSV · the SQL below

What each column holds

Column definitions for Cheapest to dearest monthly lot in 2024, five household tickers, derived from the stored result.
ColumnTypeRangeNotes
symbol text 5 distinct values (AAPL, JNJ, KO…)
lot_price_band text 5 distinct values
spread_pct number 14.1 to 41.5 percent

Computed from Strasmore's warehouse of US exchange, SIP and OPRA market data. Equity prices are delayed; options greeks and implied volatility are end-of-day. This result is stored, not recomputed on load — it is exactly the numbers that were returned on , and the query below is what returned them.

the exact SQL behind every number
SELECT
    ticker AS symbol,
    concat('$', toString(round(min(lot_price), 2)),
           ' to $', toString(round(max(lot_price), 2)))  AS lot_price_band,
    round(100 * (max(lot_price) / min(lot_price) - 1), 1) AS spread_pct
FROM
(
    SELECT
        ticker,
        toStartOfMonth(date)           AS month,
        toFloat64(argMin(close, date)) AS lot_price
    FROM global_markets.stocks_daily_aggs
    WHERE ticker IN ('AAPL', 'MSFT', 'SPY', 'KO', 'JNJ')
      AND date >= '2024-01-01'
      AND date <  '2025-01-01'
    GROUP BY ticker, month
)
GROUP BY ticker
ORDER BY spread_pct DESC

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