GPU Prices in 2026: Why They Rise, and Whether to Buy
Nvidia RTX cards are up 20 to 30 percent in a third 2026 hike. Here is the memory-cost chain behind it, and whether to buy a GPU now or wait.
The price of intelligence
AI costs
Token prices are the sticker. Context, retries, subscriptions and unfinished work decide the bill.
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Continue the descent.
Analysis of AI pricing, API bills, subscriptions and the real cost of completing useful work.
Claude Opus 5: Pricing, Benchmarks, and Cost
Claude Opus 5 ships at $5/$25 per million tokens with an effort dial, matching Fable 5 intelligence at half the price. Benchmarks, specs, and cost per task.
LLM Evaluation Metrics: Accuracy, Cost, and CI in 2026
A practitioner guide to LLM evaluation metrics: reference-based scores, LLM-as-judge, and human review, ranked by accuracy and cost per 10,000 responses.
Memory Shortage 2027: Will It Really Last a Decade?
SK hynix says 2027 will be the worst supply year ever for memory and ADATA expects a decade-long shortage. Here is how long the RAM squeeze may last.
What Is an AI Data Center? Cost, Power, and Scale
An AI data center explained: how it differs from a traditional data center, what it costs per megawatt, and why power is the binding constraint.
Will the US Ban Chinese Open-Weight AI Models?
Nearly 200 startups urged Trump not to restrict Chinese open-weight AI. Here is what a ban would target, why enforcement is hard, and the stakes.
Qwen3.8 Max Preview: Release, Access, and Open Weights
Qwen3.8 Max Preview is live through the Alibaba Token Plan and Qoder. Here is what is confirmed about access, benchmarks, open weights, and the 2.4T claim.
When Will Chinese AI Models Beat US Models? 2028–2030
Chinese AI models already lead on price and open weights. A six-part scorecard shows why broad leadership is plausible by 2028–2030, but not inevitable.
China AI Pricing 2026: DeepSeek, Qwen, Kimi API Costs
Current 2026 API and subscription prices for DeepSeek, Qwen, Kimi, GLM, and MiniMax, compared per million tokens and against US models.