We read croma.com's 33 refrigerator listings and amazon.in's 46 on the same day, 28 August 2026, and looked for fridges that match on brand, capacity, BEE star rating and cooling type. Four do, and Amazon is cheaper on all four: Rs. 800 on Haier's 190 L 2 star, Rs. 1,300 on the 3 star, Rs. 2,300 on Haier's 240 L frost free and Rs. 3,700 on Samsung's 236 L. The gap widens with the size of the fridge. Croma's answer is its own brand - seven models Amazon does not carry, including a 185 L at Rs. 12,790 that works out at Rs. 69 per litre against Amazon's best of Rs. 73, and the largest single door in either read at 251 L. Croma also goes far higher, with six listings above Amazon's entire range and the only LG refrigerators either shelf carried.

We read 36 non-sponsored Amazon listings across five microwave searches on 27 August 2026 and seated 20, Rs. 2,509 to Rs. 25,740. Three things stand out. Eight of the 36 listings are not microwaves at all - they are oven-toaster-grills, which bake with heating elements and cannot microwave anything, and they occupy the whole shelf below Rs. 5,190. The discount badge runs opposite to the customer evidence: the 13 listings with 1,000-plus ratings carry a median 15 per cent off, while the nine with fewer than ten ratings carry up to 45. And two listings state an MRP exactly one hundred times their price - Rs. 8,49,900 on a Rs. 8,499 grill and Rs. 16,99,000 on a Rs. 16,990 convection - which Amazon renders as 99 per cent off. Both are seated with the badge zeroed and the error named.

We read Amazon's washing machine shelves on 26 August 2026 across three searches and seated 21 machines priced Rs. 4,999 to Rs. 34,690, every price and stated MRP taken from Amazon's own results the same day. One word covers three appliances here, and each has its own price per kilogram of drum. Semi-automatics run Rs. 588 to Rs. 1,899 a kilogram, fully automatic top loaders Rs. 2,320 to Rs. 2,856, and front loaders Rs. 3,061 to Rs. 4,399 - so a kilogram of front-load capacity costs up to seven times a kilogram of the cheapest semi-automatic. The sharpest case is a 10.5 kg VW semi-automatic at Rs. 9,999: it holds more laundry than every automatic machine in this read and costs less than all of them. Within Bosch's own front-load range the rate falls as the drum grows, from Rs. 4,199 a kilogram at 7 kg to Rs. 3,854 at 9 kg.

We ran the same three washing-machine searches on Amazon and Flipkart on 26 August 2026 and matched every machine we could on brand, drum capacity and machine type. Eighteen pairs matched, and twelve of them carry exactly the same price to the rupee - a Bosch 9 kg front loader at Rs. 34,690 on both, a Midea 8 kg at Rs. 24,490 on both, four Samsung semi-automatics level. On the six pairs that do differ, Flipkart is cheaper every single time and Amazon never is, by Rs. 1,149 to Rs. 3,896 and Rs. 13,248 in total. The caveat we flag on every row: neither store prints a model number in its title, so those six may be different models sharing three attributes. Across the whole shelf Flipkart's median price per kilogram is lower in all three machine types, but its search returned 121 listings to Amazon's 43 - and Amazon holds the cheapest kilogram we found anywhere, at Rs. 588.

We read Amazon India's kitchen chimney shelf on 26 August 2026 across three queries and seated 22 models priced Rs. 4,199 to Rs. 25,749. Two of them carry a discount badge of 99 per cent, and in both cases the reason is the same: the stated MRP is exactly one hundred times the selling price. RUWA's Rs. 4,199 chimney lists against Rs. 4,19,900 and Glen's Rs. 24,999 KOPPA against Rs. 24,99,900 - a price field entered in paise rather than a discount. Because the badges on this shelf cannot be compared, every card here prices the specification the category is actually sold on: suction in m3/hr. That rate runs from about Rs. 4.7 per m3/hr on an INALSA at Rs. 5,199 to Rs. 15.6 on the Glen KOPPA. Rating counts repeat across hood widths too - Elica's 60 cm and 90 cm 1350 m3/hr chimneys both show 4,459 ratings, Faber's two autoclean models both show 678 - so a large count often describes a model rather than the width you are buying.

We pulled both retailers' own air conditioner listings on 26 August 2026 - 27 models at Vijay Sales, 42 at Croma - and found six configurations stocked by both at the same brand, tonnage, star rating and type. Vijay Sales is cheaper on four of them, by Rs. 1,501 to Rs. 4,211, including all three Daikin models. Croma is cheaper on two, by Rs. 1,300 on a Carrier and Rs. 2,000 on a Godrej. The discount badges cannot settle it, because the same air conditioner carries a different MRP at each shop: Daikin's 1.5 ton 3 star is struck from Rs. 56,100 at Vijay Sales and Rs. 55,100 at Croma, and the Voltas MRPs differ by Rs. 4,000. Evidence is asymmetric too - Croma publishes a rating on 27 of its 42 listings, though the deepest sample on the shelf is 38 voters and fifteen are rated by fewer than five people, while Vijay Sales publishes no rating on any of its 27. Neither price includes installation.

We read Amazon's water heater and geyser shelves on 25 August 2026 across four searches and seated 25 listings priced Rs. 1,699 to Rs. 12,499, every price and stated MRP taken from Amazon's own search results the same day. The shelf mixes two different products under one word: instant heaters of one to six litres that run at 3kW and heat in seconds, and storage tanks of ten to twenty-five litres that run at 2kW and hold water hot. Dividing price by stated capacity shows how differently they are priced. A 1-litre instant heater at Rs. 1,699 is Rs. 1,699 a litre; a 25-litre storage tank at Rs. 4,297 is Rs. 172 a litre and costs Rs. 134 less in total than the most expensive 5-litre instant heater here. The second finding is about the reviews: Amazon pools the rating count across capacities: twelve geyser families in our 62-row pull repeat one count across two or three sizes - Crompton's Arno Neo shows the same 29,392 ratings on its 10L, 15L and 25L.

We read Croma's dishwasher shelf on 25 August 2026 from the retailer's own listing feed. Twenty-one machines came back with a price, an MRP and a stated place-settings capacity, and all 21 are seated here, Rs. 46,894 to Rs. 72,990. Place settings is the only capacity figure every listing states, so every card divides price by settings. That ratio runs from Rs. 3,199 to Rs. 5,199 and it does not track the total price: the 16-setting IFB Neptune VX16 at Rs. 58,990 costs less per setting than the 12-setting Kutchina at Rs. 49,190 and the 14-setting LG at Rs. 54,990. The five built-in machines all sit in the expensive half of that table - Bosch's built-in Series 4 with fourteen settings costs Rs. 5,000 more than its free-standing Series 6 with fifteen. And the ratings are effectively absent: Croma publishes none at all for fourteen of the 21, and the largest count on the shelf is nine, so no card here carries a rating pill.

We read Amazon's water purifier shelves on 25 August 2026 across three searches and seated 26 machines priced Rs. 3,999 to Rs. 19,499, every price and stated MRP taken from Amazon's own search results the same day. The finding is that the technology list does not separate these machines. The three cheapest, Rs. 3,999 to Rs. 5,247, all state reverse osmosis plus ultraviolet plus ultrafiltration plus copper, zinc or alkaline across seven to ten stages - longer feature lists than the Rs. 19,499 machine at the top of the read. What separates them is what the listing says about after the sale: seventeen of the branded machines state a service plan, a filter-life term, free installation or a zero-service-cost promise, and not one of the three cheapest states anything at all. Nine further listings returned MRPs exactly a hundred times their price and were dropped, along with four dust covers a purifier search returned as purifiers.

We read 52 Croma printer listings on 24 August 2026 and seated 22, priced Rs. 2,499 to Rs. 23,599 across three ink systems. The finding that should decide the purchase is that the sticker price is the smaller number: a Rs. 2,499 cartridge inkjet costs several times more per page to run than the Rs. 12,199 Epson EcoTank that starts the refillable-tank tier, and a household printing regularly spends the difference back on ink inside a year or two. Croma's badges here are unusually modest and plausible - median 20 per cent for HP, 21 for Epson, 12 for Canon, with the largest printer discount in the read at 38 per cent - so the arithmetic over the stated MRPs is worth more than on most shelves. The ratings are the weak point: 36 of the 52 listings carry none at all, and of the 16 that do, only one has a sample above twenty votes. Three colour tank all-in-ones sit within Rs. 450 of each other with nothing published to separate them.

We read Amazon India's induction cooktop shelf on 24 August 2026 across five search queries and seated 18 listings priced Rs. 1,499 to Rs. 2,999. The clearest line on the page is at Rs. 2,000: six of the seven cooktops below it average under 4.0 - down to 3.0 on the cheapest - and every average of 4.1 or better costs Rs. 2,190 or more. The one exception is an iBELL SLIM50 at Rs. 1,989, rated 4.1 by 3,326 buyers with a stated three-year warranty. Wattage runs backwards against price: the three cheapest listings claim 2000W while Prestige's 44,129-rating flagship at Rs. 2,330 is 1600W and its Rs. 1,850 model is 1200W, because the money here buys the board, the surge protection and the service network rather than the coil. The best-argued cooktop in the read is the iBELL 20YO at Rs. 2,290 - 2000W, double coil, three-year warranty, 4.3 from 3,703 ratings. Every price and MRP is Amazon's.

We read both induction cooktop shelves on 24 August 2026 - 48 listings on amazon.in and 26 on croma.com, each with a price and a stated MRP - and found four models sold on both storefronts under the same model name. They split two-all. Croma is cheaper on the Prestige PIC 6.1 V3 2200W (Rs. 4,499 against Rs. 4,895) and the Prestige PIC 20 NEO 1600W (Rs. 2,299 against Rs. 2,320); Amazon is cheaper on the Havells TC20 2000W (Rs. 4,999 against Rs. 5,330) and the Usha Cookjoy 2000W (Rs. 4,099 against Rs. 4,299). The largest gap on any matched model is 8 per cent. What differs far more is the MRP: the same PIC 20 NEO is listed against Rs. 3,330 on Amazon and Rs. 2,850 on Croma, so a 21-rupee price difference becomes an eleven-point difference in the discount badge. The shelves differ in shape too - Amazon's sub-Rs. 2,000 band is marketplace labels, Croma stocks only recognisable brands, and Amazon's biggest rating count here is 44,129 against Croma's largest of 143.

We read Amazon India's air fryer shelf on 23 August 2026 across eight search queries and seated 22 listings, priced Rs. 2,499 to Rs. 4,799, after removing duplicates on ASIN and on the product photograph. Before anything else, a data warning: four listings printed a stated MRP of exactly one hundred times their selling price - Rs. 3,199 against Rs. 3,19,900, and three more like it - which would have rendered as 99 per cent discounts. We dropped all four. What remains shows a badge that runs backwards against the evidence. Philips, the most established name in the read with 5,708 ratings at 4.4, carries the smallest discount on the page at 22 per cent; the deepest badges, up to 76 per cent off a claimed Rs. 12,499, sit on listings with 122, 40 and zero ratings. The machine that wins on evidence is a Tower 4.5-litre at Rs. 3,699 with 9,431 ratings at 4.6, the largest crowd and highest average here. Capacity barely tracks price: 2 litres costs Rs. 2,999, 5 litres Rs. 3,399.

We read 125 Croma cooling listings on 23 August 2026 across air coolers, ceiling fans and room heaters, and seated 24 - twelve fans priced Rs. 1,549 to Rs. 8,499 and twelve coolers priced Rs. 2,999 to Rs. 12,510. Heaters were left out as out of season. Three things define this shelf. First, the ratings cannot carry weight: 69 of the 125 listings have no rating at all, and of the 56 that do, most rest on fewer than twenty votes - 4.9 from eight people, 5.0 from one. Second, the house brand's own listings disagree with each other: three Croma coolers sell at exactly Rs. 5,999 against a stated Rs. 10,000 and are rated 4.6 (8 votes), 3.7 (11) and 2.6 (19), while a fourth at Rs. 7,499 scores 1.8. Third, listing counts overstate the shelf - the Crompton Energion NITEO appears four times at one price, the Havells Epic Underlight three times, the atomberg Renesa three times. On fans, the number that matters is the motor: BLDC costs from Rs. 2,499 and repays the premium in a summer.

We read 42 Amazon.in listings on 22 August 2026 across three searches - steam iron, dry iron and garment steamer - and seated 24 of them, priced Rs. 429 to Rs. 5,499. The clearest pattern is where the evidence sits. The five largest review counts in the whole read belong to dry irons under Rs. 1,700: Bajaj's DX-7 at 56,337, Philips' GC1905 at 53,270, USHA's Armor at 26,806, Philips' GC181 at 22,001 and Orient's Fabrijoy at 21,914. The garment steamers, which cost three to five times as much, carry 8, 44, 117, 896 and 5,628. Two brand patterns are worth naming: Philips is the least-discounted seller here, with badges of 6, 16, 24, 26 and 27 per cent where every other brand has a listing above 40; and Bajaj's dry irons average 4.2 across 106,000 reviews while its two steam irons average 3.7 and 3.4. We also excluded three listings whose stated MRP is exactly one hundred times the selling price, all of which render as 99 per cent off.