{ "standard": "FactUnion Standard v1", "checkedAt": "2026-10-26T09:58:43.206Z", "title": "The Crash You Missed: Why Your Chocolate Never Got Cheaper", "date": "2026-10-26", "facts": [ { "n": 1, "claim": "A market summary citing ICE data reports a record New York cocoa close of $12,565 per tonne on 18 December 2024, set by the nearby March contract.", "sources": [ { "url": "https://bigtimetrivia.com/blog/cocoa-prices-fall-european-grinding-rises/", "title": "Cocoa Prices Fall From Records as European Grinding Rises" }, { "url": "https://cropgpt.ai/global-cocoa-futures-record-and-structural-supply-deficit", "title": "Cocoa: Futures Record and Structural Supply Deficit" } ], "verdict": "verified", "note": "Kept on a lower-weight source (bigtimetrivia.com); nothing we found says otherwise.", "quote": false, "usedInEpisode": true }, { "n": 2, "claim": "The December 2026 cocoa contract in New York settled at US$5,645 a tonne on 16 October 2026, down 3.19% on the day.", "sources": [ { "url": "https://bigtimetrivia.com/blog/cocoa-prices-fall-european-grinding-rises/", "title": "Cocoa Prices Fall From Records as European Grinding Rises" } ], "verdict": "corrected", "note": "London £4,221 and the summary attribution are unsupported. Evidence backs only the NY December contract at US$5,645 on 16 October 2026, from one weak source. Kept on a lower-weight source; nothing we found says otherwise.", "quote": false, "usedInEpisode": true }, { "n": 3, "claim": "Trading Economics, a CFD-based series, says cocoa reached an all-time high of 12,906 in December 2024 and stood around $5,592 on 23 October 2026.", "sources": [ { "url": "https://capital.com/en-eu/analysis/cocoa-price-forecast", "title": "Cocoa Price Forecast | Ghana-Ivory Coast Pricing Deal" }, { "url": "https://capital.com/en-int/analysis/cocoa-price-forecast", "title": "Cocoa Price Forecast | Ghana-Ivory Coast Pricing Deal" } ], "verdict": "corrected", "note": "Source corrected: the page first cited was read and is about something else; the sources listed state this.", "quote": false, "usedInEpisode": true }, { "n": 4, "claim": "The ICCO reported end-of-December 2024 nearby cocoa levels of US$11,441 in London and US$11,545 in New York.", "sources": [ { "url": "https://www.icco.org/cocoa-market-report-for-december-2024/", "title": "Cocoa Market Report for December 2024" }, { "url": "https://www.comunicaffe.com/icco-releases-the-cocoa-market-review-for-december-2024/", "title": "Icco releases the cocoa market review for December 2024" }, { "url": "https://goldstreetbusiness.com/2025/news/top-stories/icco-monthly-cocoa-market-review-december-2024/", "title": "ICCO Monthly Cocoa Market Review - December 2024 - Home" } ], "verdict": "verified", "quote": false, "usedInEpisode": true }, { "n": 5, "claim": "CoBank, in a report published around 26 March 2026, said: \"Last fall, a number of chocolate manufacturers hedged at around the $6,000 mark, half the all-time high set in late 2024.\"", "sources": [ { "url": "https://www.cobank.com/knowledge-exchange/chocolate-lovers-shift-to-premium-brands-as-cocoa-prices-swing", "title": "Chocolate lovers shift to premium brands as cocoa prices swing" }, { "url": "https://www.globenewswire.com/news-release/2026/03/26/3263291/0/en/Chocolate-lovers-shift-to-premium-brands-as-cocoa-prices-swing.html", "title": "Chocolate lovers shift to premium brands as cocoa prices" }, { "url": "https://candyusa.com/cst/cobank-reports-chocolate-consumers-are-seeking-premium-brands/", "title": "CoBank Reports Chocolate Consumers Are Seeking Premium Brands" } ], "verdict": "verified", "note": "Kept on a lower-weight source (cobank.com); nothing we found says otherwise.", "quote": true, "usedInEpisode": true }, { "n": 6, "claim": "CoBank said cocoa futures were over $6,000 as recently as New Year's Eve and fell to roughly $3,100 in March 2026.", "sources": [ { "url": "https://www.cobank.com/knowledge-exchange/chocolate-lovers-shift-to-premium-brands-as-cocoa-prices-swing", "title": "Chocolate lovers shift to premium brands as cocoa prices swing" }, { "url": "https://perishablenews.com/bakery/chocolate-lovers-shift-to-premium-brands-as-cocoa-prices-swing/", "title": "Chocolate Lovers Shift to Premium Brands as Cocoa Prices Swing" }, { "url": "https://wherethefoodcomesfrom.com/volatile-cocoa-prices-reshape-chocolate-market-as-consumers-shift-toward-premium-options/", "title": "Volatile Cocoa Prices Reshape Chocolate Market As Consumers Shift Toward Premium Options" } ], "verdict": "verified", "note": "Kept on a lower-weight source (cobank.com); nothing we found says otherwise.", "quote": false, "usedInEpisode": true }, { "n": 7, "claim": "CoBank said the cocoa decline \"will not likely correlate with a similar drop in chocolate candy retail prices.\"", "sources": [ { "url": "https://www.cobank.com/knowledge-exchange/chocolate-lovers-shift-to-premium-brands-as-cocoa-prices-swing", "title": "Chocolate lovers shift to premium brands as cocoa prices swing" }, { "url": "https://bigtimetrivia.com/blog/cocoa-prices-fall-european-grinding-rises/", "title": "Cocoa Prices Fall From Records as European Grinding Rises" } ], "verdict": "verified", "note": "Kept on a lower-weight source (cobank.com); nothing we found says otherwise.", "quote": true, "usedInEpisode": true }, { "n": 8, "claim": "Per CoBank, Mondelez CEO Dirk Van de Put said at CAGNY that his company did not hedge in fall 2025.", "sources": [ { "url": "https://www.cobank.com/knowledge-exchange/chocolate-lovers-shift-to-premium-brands-as-cocoa-prices-swing", "title": "Chocolate lovers shift to premium brands as cocoa prices swing" } ], "verdict": "verified", "note": "Kept on a lower-weight source (cobank.com); nothing we found says otherwise.", "quote": false, "usedInEpisode": true }, { "n": 9, "claim": "Investing.com showed a 52-week range for US cocoa futures of 2,846.00 to 6,821.00 as of late October 2026.", "sources": [ { "url": "https://www.investing.com/commodities/us-cocoa", "title": "US Cocoa Futures Price Today" }, { "url": "https://www.investing.com/commodities/us-cocoa-historical-data", "title": "US Cocoa Futures Historical Prices - Investing.com" }, { "url": "https://www.investing.com/commodities/us-cocoa-news/108", "title": "US Cocoa Futures News" } ], "verdict": "verified", "quote": false, "usedInEpisode": true }, { "n": 10, "claim": "Reuters reported on 20 May 2026: \"It can take 10 months or so for cocoa price changes to filter down to chocolate retail prices because chocolate makers hedge or lock in purchase prices months in advance and hold large inventories.\"", "sources": [ { "url": "https://www.taiwannews.com.tw/news/6367283", "title": "As cocoa prices melt down, real chocolate is making a comeback | Taiwan News | May. 21, 2026 15:56" }, { "url": "https://www.tbsnews.net/features/food/cocoa-prices-melt-down-real-chocolate-making-comeback-1445796", "title": "As cocoa prices melt down, real chocolate is making a comeback" }, { "url": "https://bluewaterhealthyliving.com/news/business-and-economy/as-cocoa-prices-melt-down-real-chocolate-is-making-a-comeback/", "title": "As cocoa prices melt down, real chocolate is making a comeback" } ], "verdict": "verified", "quote": false, "usedInEpisode": true }, { "n": 11, "claim": "Reuters reported that supermarkets and other buyers had been pressuring chocolate makers to lower prices since around mid-2025, and that Mondelez trimmed some European chocolate prices in April 2026.", "sources": [ { "url": "https://www.taiwannews.com.tw/news/6367283", "title": "As cocoa prices melt down, real chocolate is making a comeback | Taiwan News | May. 21, 2026 15:56" }, { "url": "https://www.tbsnews.net/features/food/cocoa-prices-melt-down-real-chocolate-making-comeback-1445796", "title": "As cocoa prices melt down, real chocolate is making a comeback" }, { "url": "https://bluewaterhealthyliving.com/news/business-and-economy/as-cocoa-prices-melt-down-real-chocolate-is-making-a-comeback/", "title": "As cocoa prices melt down, real chocolate is making a comeback" } ], "verdict": "verified", "quote": false, "usedInEpisode": true }, { "n": 12, "claim": "Reuters said Barry Callebaut's ingredients are used in a quarter of the world's chocolates, and quoted CEO Hein Schumacher saying in April 2026 that \"some customers (are) going back to chocolate.\"", "sources": [ { "url": "https://www.taiwannews.com.tw/news/6367283", "title": "As cocoa prices melt down, real chocolate is making a comeback | Taiwan News | May. 21, 2026 15:56" }, { "url": "https://www.tbsnews.net/features/food/cocoa-prices-melt-down-real-chocolate-making-comeback-1445796", "title": "As cocoa prices melt down, real chocolate is making a comeback" }, { "url": "https://finance.yahoo.com/markets/commodities/articles/cocoa-prices-melt-down-real-154416572.html", "title": "As cocoa prices melt down, real chocolate is making a comeback" } ], "verdict": "verified", "quote": false, "usedInEpisode": true }, { "n": 13, "claim": "A cocoa-supply explainer says: \"Most physical cocoa beans contracts are priced using: Futures price + differential,\" with the differential set by origin, quality and certification.", "sources": [ { "url": "https://cocoasupply.com/the-commodity-cocoa-market-explained-pricing-futures-and-how-contracts-work/", "title": "The Commodity Cocoa Market Explained: Pricing, Futures, and How Contracts Work" } ], "verdict": "verified", "note": "Kept on a lower-weight source (cocoasupply.com); nothing we found says otherwise.", "quote": true, "usedInEpisode": true }, { "n": 14, "claim": "The same explainer says cocoa liquor, butter and powder are priced as (futures × an index) plus a differential, and that the index is set by demand in consuming countries and can change many times a month.", "sources": [ { "url": "https://cocoasupply.com/the-commodity-cocoa-market-explained-pricing-futures-and-how-contracts-work/", "title": "The Commodity Cocoa Market Explained: Pricing, Futures, and How Contracts Work" } ], "verdict": "verified", "note": "Kept on a lower-weight source (cocoasupply.com); nothing we found says otherwise.", "quote": false, "usedInEpisode": true }, { "n": 15, "claim": "The explainer gives a liquor example using a factor of 1.4 on $3,500 futures, or $4,900/t, which it says reflects about 20% shell and 5% moisture lost in grinding.", "sources": [ { "url": "https://cocoasupply.com/the-commodity-cocoa-market-explained-pricing-futures-and-how-contracts-work/", "title": "The Commodity Cocoa Market Explained: Pricing, Futures, and How Contracts Work" } ], "verdict": "verified", "note": "Kept on a lower-weight source (cocoasupply.com); nothing we found says otherwise.", "quote": false, "usedInEpisode": true }, { "n": 16, "claim": "The cocoa liquor ratio was reported at 1.45 in February 2026 and at 1.44 in April 2026, and both reports described it as stable for several months.", "sources": [ { "url": "https://panamir.com/cocoa-market-trends-february-2026/", "title": "COCOA MARKET TRENDS – FEBRUARY 2026" }, { "url": "https://panamir.com/cocoa-market-trends-april-2026/", "title": "COCOA MARKET TRENDS – APRIL 2026" } ], "verdict": "corrected", "note": "Original wrongly attributed the figures to Panamir and dated 1.44 to March. Evidence does not name Panamir and dates the 1.44 figure to April 2026. Kept on a lower-weight source; nothing we found says otherwise.", "quote": false, "usedInEpisode": true }, { "n": 17, "claim": "Hershey's 30 July 2026 release for the quarter ended 28 June 2026 said organic, constant-currency net sales rose 3.6%, \"driven by net price realization of approximately 12 points,\" while volume declined approximately 8 points.", "sources": [ { "url": "https://hershey.gcs-web.com/news-releases/news-release-details/hershey-reports-second-quarter-2026-financial-results", "title": "Hershey Reports Second-Quarter 2026 Financial Results | The Hershey Company" }, { "url": "https://www.sec.gov/Archives/edgar/data/47111/000162828026050769/exhibit991_2026xq2.htm", "title": "Document" }, { "url": "https://www.thehersheycompany.com/en_us/home/newsroom/press-release/2026-07-30-Hershey-Reports-Second-Quarter-2026-Financial-Results.html", "title": "Hershey Reports Second-Quarter 2026 Financial Results" } ], "verdict": "verified", "quote": true, "usedInEpisode": true }, { "n": 18, "claim": "Lindt & Sprüngli's 21 July 2026 half-year release cited \"Groupwide price increases of 11.8%\" alongside a volume/mix decline of 7.5% and organic growth of 4.3%.", "sources": [ { "url": "https://www.eqs-news.com/news/ad-hoc/lindt-sprungli-reports-solid-half-year-results-and-confirms-full-year-guidance/3dd1e4bc-a507-474a-aa26-25ed1bc67f54_en", "title": "Lindt & Sprüngli reports solid half-year results and confirms full-year guidance" }, { "url": "https://www.lindt-eshopglobal.com/press-releases-and-news/english/lindt-sprungli-reports-solid-half-year-results-and-confirms-full-year-guidance-2026/", "title": "Lindt & Sprüngli reports solid half-year results and confirms full-year guidance" }, { "url": "https://www.comunicaffe.com/lindt-sprungli-reports-solid-half-year-results-and-confirms-full-year-guidance/", "title": "Lindt & Sprüngli reports solid half-year results and confirms full-year guidance" } ], "verdict": "verified", "quote": true, "usedInEpisode": true }, { "n": 19, "claim": "Barry Callebaut's H1 FY2025/26 report (September 2025, February 2026), published 16 April 2026, showed sales volume down 6.9% to about 1.01 million tonnes, with full-year guidance of a 1 to 3% volume decline.", "sources": [ { "url": "https://www.sg-network.org/en/news/20260416-barry-callebaut-reports-decline-in-volume-and-earnings", "title": "Barry Callebaut reports decline in volume and earnings" }, { "url": "https://www.barry-callebaut.com/en/about-us/media/news-stories/barry-callebaut-group-half-year-results-fiscal-year-202526", "title": "Barry Callebaut Group – Half-Year Results, Fiscal Year 2025/26" }, { "url": "https://www.marketscreener.com/news/barry-callebaut-half-year-results-fiscal-year-2025-26-barry-callebaut-group-press-release-english-ce7e50dddb88f620", "title": "Barry Callebaut : Half-Year Results Fiscal Year 2025/26 Barry Callebaut Group (Press Release English) | MarketScreener" } ], "verdict": "verified", "quote": false, "usedInEpisode": true }, { "n": 20, "claim": "A secondary analysis reports that the BLS candy and chewing gum price index rose 8.1% in the year to August 2026 and 13.7% from December 2024.", "sources": [ { "url": "https://businessmodelanalyst.com/halloween-candy-prices-cocoa-crash-hershey/", "title": "Halloween Candy Kept Its Price After Cocoa Fell by Half" } ], "verdict": "verified", "note": "Kept on a lower-weight source (businessmodelanalyst.com); nothing we found says otherwise.", "quote": false, "usedInEpisode": true }, { "n": 21, "claim": "UK maker Whitakers wrote: \"Many manufacturers (ourselves included) secure cocoa on longer-term contracts, often agreed when prices were significantly higher.\"", "sources": [ { "url": "https://www.whitakerschocolates.com/blogs/blog/cocoa-prices-drop-will-chocolate-prices-follow", "title": "Cocoa Prices Drop: Will Chocolate Prices Follow?" } ], "verdict": "verified", "note": "Kept on a lower-weight source (whitakerschocolates.com); nothing we found says otherwise.", "quote": true, "usedInEpisode": true }, { "n": 22, "claim": "Trading Economics reported ICE cocoa inventories of 3,635,354 bags on 21 October 2026.", "sources": [ { "url": "https://tradingeconomics.com/commodity/cocoa", "title": "Historical Data" } ], "verdict": "verified", "note": "Kept on a lower-weight source (tradingeconomics.com); nothing we found says otherwise.", "quote": false, "usedInEpisode": false } ], "removed": [ { "claim": "Trader Panamir's May 2026 report put the natural cocoa butter ratio (FOB West Africa) at 1.87, the liquor ratio at 1.44 and the powder ratio at 1.62, and forecast the butter ratio trending up toward 2.05 over four quarters.", "reason": "We could not find a public record about this either way." }, { "claim": "Cocoa liquor is roughly half fat, in the form of cocoa butter.", "reason": "Only lower-weight sources state this: healthline.com and 2 more." }, { "claim": "Whitakers also said \"the full extent of those increased costs was never fully passed on to consumers.\"", "reason": "We could not find these exact words on any source we read." }, { "claim": "Global cocoa bean production reached 5.8 million tonnes in 2024, with Ivory Coast producing 38%.", "reason": "Only one source states this: Wikipedia." } ], "audioCheck": { "lines": 202, "matched": 202 }, "corrections": [], "verify": { "method": "1.3", "llmMode": "testing", "models": { "summary": "claude-haiku-5-5", "extract": "claude-haiku-5-5", "consolidate": "claude-haiku-5-5", "query": "claude-haiku-5-5", "read": "claude-haiku-5-5", "read_second": "claude-sonnet-5-5", "compare": "claude-haiku-5-5", "classify": "claude-haiku-5-5", "explain": "claude-haiku-5-5", "undash": "claude-haiku-5-5", "correct": "claude-haiku-5-5" }, "preScript": { "jobId": "job_P201DV6QQ28DVVFF3420", "checkedAt": "2026-10-26T09:58:43.206Z", "counts": { "verified": 19, "corrected": 3, "removed": 4 } }, "episode": { "jobId": "job_F1V26CK3M0FN63QTK8C1", "checkRef": "chk_AP9S505PM4720QNY9VHX", "trustPageUrl": null, "checkedAt": "2026-10-26T17:42:40.534Z", "score": null, "outcome": "not_rated", "counts": { "verified": 9, "not_verified": 0, "questionable": 26, "unable_to_determine": 15 }, "stability": { "spread": 6, "unstableClaims": 9, "pass": false }, "notVerified": [], "questionable": [ { "k": 2, "claim": "The December cocoa contract settled at 5,645 dollars a tonne on October 16, 2026, according to one secondary market summary.", "reasonText": "Only one source states this: bigtimetrivia.com." }, { "k": 3, "claim": "Cocoa futures reached a record close of about 12,565 dollars a tonne on December 18, 2024.", "reasonText": "Only one source states this: tradingeconomics.com." }, { "k": 4, "claim": "CoBank reported that cocoa futures fell to roughly 3,100 dollars a tonne in March 2026, the spring low.", "reasonText": "Only one source states this: cobank.com." }, { "k": 5, "claim": "CoBank reported that a number of chocolate makers hedged cocoa at around 6,000 dollars a tonne in fall 2025, half the late 2024 high.", "reasonText": "Only one source states this: cobank.com." }, { "k": 6, "claim": "Around 6,000 dollars a tonne is close to the current cocoa market price.", "reasonText": "Only lower-weight sources state this: j2t.com and 2 more." }, { "k": 8, "claim": "Chocolate prices are set off deals made months earlier and partly off a separate cocoa butter index.", "reasonText": "Sources only partly back this: Canada's National Observer: Climate News." }, { "k": 18, "claim": "CoBank says cocoa futures were over 6,000 dollars a tonne on New Year's Eve.", "reasonText": "Only one source states this: cobank.com." }, { "k": 19, "claim": "Cocoa futures rebounded to near 5,600 dollars a tonne by late October 2026.", "reasonText": "Only one source states this: tradingeconomics.com." }, { "k": 20, "claim": "A CFD-based price series put cocoa at about 5,590 dollars a tonne on October 23, 2026.", "reasonText": "Only one source states this: tradingeconomics.com." }, { "k": 21, "claim": "Mondelez CEO Dirk Van de Put said at CAGNY that Mondelez did not hedge cocoa in fall 2025.", "reasonText": "Only one source states this: cobank.com." }, { "k": 24, "claim": "ICCO reported New York nearby cocoa at about 11,545 dollars a tonne at the end of December 2024.", "reasonText": "Only one source states this: icco.org." }, { "k": 25, "claim": "Investing.com shows a 52-week cocoa low of 2,846 dollars a tonne.", "reasonText": "The fact holds, but the named source does not say it." }, { "k": 26, "claim": "A cocoa-supply explainer says most physical cocoa bean contracts are priced as futures price plus a differential.", "reasonText": "Only one source states this: cocoasupply.com." }, { "k": 27, "claim": "Couverture is priced as cocoa futures times a liquor or butter ratio plus a differential, and that ratio is set by chocolate demand and can change many times a month.", "reasonText": "Only one source states this: cocoasupply.com." }, { "k": 28, "claim": "About 20 percent of a cocoa bean is shell and about 5 percent is moisture.", "reasonText": "Only one source states this: cocoasupply.com." }, { "k": 30, "claim": "Hershey's own release says its sales rose 3.6 percent in the quarter ended June 28, 2026.", "reasonText": "Sources only partly back this: Nasdaq." }, { "k": 31, "claim": "Hershey said its sales growth was driven by net price realization of about 12 points, in a statement dated July 30, 2026.", "reasonText": "Sources only partly back this: The Hershey Company." }, { "k": 32, "claim": "Hershey's volume fell about 8 percentage points.", "reasonText": "Reliable sources disagree about this." }, { "k": 36, "claim": "In the six months to February 2026, an unnamed company's sales volume fell 6.9 percent.", "reasonText": "Only one source states this: sg-network.org." }, { "k": 38, "claim": "A secondary analysis of BLS data says the candy and gum price index rose 8.1 percent in the year to August 2026.", "reasonText": "Only lower-weight sources state this: businessmodelanalyst.com and 1 more." }, { "k": 39, "claim": "A secondary analysis of BLS data says the candy and gum price index rose 13.7 percent since December 2024.", "reasonText": "Only one source states this: businessmodelanalyst.com." }, { "k": 41, "claim": "Mondelez trimmed some of its European prices in April 2026.", "reasonText": "Only one source states this: May. 21, 2026 15:56." }, { "k": 43, "claim": "Whitakers says many manufacturers, itself included, buy cocoa on longer-term contracts often agreed when prices were much higher.", "reasonText": "Only one source states this: whitakerschocolates.com." }, { "k": 44, "claim": "Whitakers says it never fully passed its peak cocoa costs on to its customers.", "reasonText": "Only one source states this: whitakerschocolates.com." }, { "k": 45, "claim": "CoBank says the cocoa decline will likely not correlate with a similar drop in chocolate candy retail prices.", "reasonText": "Only one source states this: cobank.com." }, { "k": 46, "claim": "Cocoa fell about 55 percent from its record, from 12,565 to 5,645 dollars a tonne.", "reasonText": "Only lower-weight sources state this: bigtimetrivia.com and 1 more." } ] } } }