Topic
Metered token billing, gateway take rates and the spend volumes flowing through intermediaries between developers and model providers.
DigitalOcean's serving guide puts the cost of a long request on two mechanics, the prefill pass and the KV cache, and says the real choice is which mix of caching, prefix reuse and retrieval fits the budget.
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Worldwide end-user spending on AI models and platforms is projected to rise 63% in 2026, and a startup CTO writing for Forbes argues the number a board can audit is what one completed piece of work costs.
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A March 2026 update lifted usage and inverted Harvey's gross margin, from about 50% to minus 50%. Its answer is Tenet, a legal model post-trained on the open-weight Kimi K3 base and run on compute it controls.
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Guillermo Rauch's daily snapshot counts tokens inside one managed gateway's self-selected traffic. Vercel's monthly index carries the figure that prices the routing decision, 56% of tokens against 14% of estimated spend.
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On Alphabet's Q1 2026 call Sundar Pichai put cloud backlog above $460 billion, close to six years of cloud revenue at the current rate, while giving Gemini Enterprise's paid user base as a growth rate alone.
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Ramp's 80%-from-1% figure travelled fast, but the spend table underneath it prices the trade better, because the top percentile's $7,400 per employee per month is a wage bill rather than a software line.
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The colocation incumbent is now worth $100bn, roughly 47% more than Digital Realty, on the strength of an Nvidia and Together AI inference program that does not open until the first quarter of 2027 and whose invoices Together sends.
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OpenRouter says its product, roadmap and neutrality all survive the deal intact, and it disclosed no price, which leaves ten million developers weighing a promise rather than a structure that enforces it.
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The 5 trillion token ceiling only binds if every allocation is claimed and then spent. Until it is, this is a short window to test a rival coding agent on someone else's inference bill.
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An undisclosed pay-to-continue prompt appears at the moment of lockout, and the weekly cap it lifts is never shown to users as a number they could plan around.
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A presentation transcript published by InfoQ argues you cannot reason about inference economics without the chips, the power and the measured behaviour of the provider you rented from.
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