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SELECT 
  cscart_ult_product_prices.product_id, 
  MIN(
    IF(
      cscart_ult_product_prices.percentage_discount = 0, 
      cscart_ult_product_prices.price, 
      cscart_ult_product_prices.price - (
        cscart_ult_product_prices.price * cscart_ult_product_prices.percentage_discount
      )/ 100
    )
  ) AS price 
FROM 
  cscart_ult_product_prices 
WHERE 
  cscart_ult_product_prices.product_id IN (
    1770, 1771, 1772, 1773, 1774, 1775, 1776, 
    1777, 1778, 1779, 1780, 1781, 1782, 
    1783, 1784, 1785, 1786, 1787, 1788, 
    1789, 1790, 1791, 1792, 1793, 1794, 
    1795, 1796, 1797, 1798, 1799, 1800, 
    1801, 1802, 1803, 1804, 1805, 1806, 
    1807, 1808, 1809, 1810, 1811, 1812, 
    1813, 1814, 1815, 1816, 1817, 1818, 
    1819, 3744, 3745, 3746, 3747, 5461, 
    5462, 5463, 5464, 5465, 5466, 5467, 
    5468, 5469, 5470, 5471, 5472, 5473, 
    5474, 5475, 5476, 5477, 5478, 5479, 
    5480, 5481, 5482, 5483, 5484, 5485, 
    5486, 5487, 5488, 5489, 5490, 5491, 
    5492, 5493, 5494, 5495, 5496, 5497, 
    5498, 5499, 5500, 5501, 5502
  ) 
  AND cscart_ult_product_prices.lower_limit = 1 
  AND cscart_ult_product_prices.company_id = 1 
  AND cscart_ult_product_prices.usergroup_id IN (0, 0, 1) 
GROUP BY 
  cscart_ult_product_prices.product_id

Query time 0.00031

JSON explain

{
  "query_block": {
    "select_id": 1,
    "message": "no matching row in const table"
  }
}