A $20/month user costs OpenAI $65 in compute. AI video is a money furnace
openai sora
| Source: HN | Original article
OpenAI’s AI‑video service Sora is officially dead, and a new cost analysis shows why. As we reported on March 24, 2026, the company announced it would shut the standalone app and API after just six months on the market and three months after sealing a $1 billion partnership with Disney. The latest figures reveal that each $20‑per‑month subscriber cost OpenAI roughly $65 in compute, turning every user into a loss.
The math comes from a deep‑dive into Sora’s infrastructure spend. OpenAI’s internal estimates put daily inference costs at about $15 million, while the service generated only $2.1 million in total revenue before the shutdown. At the reported subscription price, the per‑user deficit translates into a loss of $45 per month per customer, a scale‑up that would have quickly eroded the company’s margins if the product had scaled.
The fallout matters beyond a single product failure. Sora was OpenAI’s flagship attempt to diversify beyond text‑based models and to cement a foothold in the fast‑growing AI‑video market. Its collapse not only wipes out the Disney deal but also raises questions about the viability of high‑compute, low‑margin AI services. Investors and analysts will now scrutinise OpenAI’s broader cost structure, especially as the firm grapples with rising compute bills across its GPT‑5.4 and multimodal offerings.
What to watch next: whether OpenAI will repurpose Sora’s technology for internal use or a higher‑priced enterprise tier, and how competitors such as Runway, Kling and Veo position themselves against the cost barrier. Disney’s next move—whether it seeks a new partner or renegotiates terms—will also signal how large media players assess risk in AI‑video collaborations. Finally, OpenAI’s pricing strategy for its API and any ad‑supported tiers for ChatGPT will be key indicators of how the company plans to balance growth with sustainable compute economics.
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