## 1. Article Identity ### Tobias Mann (Systems Editor) ### The Register, 21 May 2026 ### *AI is getting expensive, but relief is on the way — just not for you* ## 2. Core Argument ### Frontier labs are exploiting a structural gap between rising inference demand and limited compute supply by raising token prices substantially ### New, more efficient hardware is coming, but the relief will accrue to providers and enterprise customers, not consumers ### All major model providers run at a loss; the price hikes are an attempt to close that gap ## 3. Specific Price Moves (mid-2026) ### OpenAI GPT-5.5: $5 input / $0.50 cached input / $30 output per million tokens — "doubled the price per token" ### Google Gemini Flash 3.5: 3×–6× more expensive than Gemini 3.1 Flash-Lite / Gemini 3 Flash Preview ### Anthropic: $5 in / $25 out per million tokens on Claude Opus 4.6 (consistent with Kingy AI report) ## 4. Underlying Forces ### Inference demand has scaled beyond what original datacentre capacity was designed for ### "Those selling the shovels of the AI boom are now racing to bring new hardware better suited to serving these models" ### Hardware refresh (custom inference accelerators, lower-precision arithmetic) is the supply-side response ## 5. The Consumer-Enterprise Divide ### Quote: "Flat rate pricing makes a lot of sense when the majority of your customers aren't running up against usage caps. It makes a lot less sense when customers are spending $200 a month on $5,000 worth of tokens" ### Consumers absorb the price increases via shrunken subscriptions and rate-limits ### Enterprises gain leverage through volume contracts and negotiate ahead of the spot prices ## 6. Why It Matters ### Establishes the supply-demand framing as the *causal* explanation for 2026 price hikes ### Industry-wide perspective — not Anthropic-specific — useful for contextualising any single provider's move ## 7. Source - https://www.theregister.com/ai-ml/2026/05/21/ai-is-getting-pricey-but-relief-is-coming-but-not-for-you/5244358 - Accessed: 2026-05-23