多云成本统一拉取到数仓，CSV/JSON/Parquet 随意选，告别报表手工对账
Sooner or later, cost data has to live where the rest of the company's data lives: in the warehouse, next to revenue and tenants, where analysts can j…
一图看清AI代理的Token消耗规模，从聊天到多智能体任务差距百倍，帮您预算成本
Article URL: https://aicharts.grok.me/c/agent-tokens Comments URL: https://news.ycombinator.com/item?id=49318802 Points: 1 # Comments: 1
自托管大模型推理到底值不值？一文拆解成本与风险关键点。
Article URL: https://theaiengineer.substack.com/p/should-you-self-host-inference Comments URL: https://news.ycombinator.com/item?id=49258074 Points: 1…
一张图看清大模型性能与成本赛跑，两年趋势尽收眼底
Article URL: https://www.reddit.com/r/dataisbeautiful/comments/1vhw02h/oc_llm_intelligence_vs_cost_per_task_dec_2024aug/ Comments URL: https://news.yc…
算一笔账：Kimi K3的LLM推理到底赚不赚钱？从定价到利润全面拆解。
Article URL: https://cefboud.com/posts/ai-inference-costs-profit/ Comments URL: https://news.ycombinator.com/item?id=49094973 Points: 4 # Comments: 0
通过“约束路径推理”定量分析LLM中承诺中间阶段何时值得其成本，提出新颖的阶段级核算方法。
arXiv:2607.17240v1 Announce Type: new Abstract: When does a committed intermediate stage in an LLM reasoning pipeline earn its cost? Constrained Path …
物理AI领域两大巨头正面交锋：GPT-5.6与Claude Fable 5性能、成本全方位对决，谁更胜一筹？
Article URL: https://juliahub.com/blog/frontier-models-physical-ai-evaluation Comments URL: https://news.ycombinator.com/item?id=48990514 Points: 1 # …
GitHub工程师揭秘AI编程中“说yes”代价已变，深度影响开发者效率与代码治理。
The cost of writing code dropped; the cost of owning it didn't. A framework for deciding which changes are actually cheap in the AI era. The post The …
深度解析轨道数据中心建造挑战，从散热成本到技术瓶颈一文读懂，适合太空科技爱好者与行业从业者。
"The ISS radiators are expensive and heavy. We're focused on making them cheap and light."
AI agent的遗忘和团队上下文丢失，才是AI投入中最隐蔽的“失忆税”。
Why AI coding agents keep re-learning the same lessons — and what that costs a team that runs them all day, every day Anyone running Claude Code or Cu…
依赖不是免费的！看大体积NPM包背后的隐性财务成本，开发者和公司都得算这笔账。
When developers install a new NPM package, the conversation usually sounds like this: "It's only one dependency." Five minutes later, the project has …
自由开发者亲述Airtable集成AI的真实成本与实战经验，涵盖184个模型与Global API网关部署细节，拒绝空话只讲干货。
Airtable AI From Scratch: A Freelance Dev's Cost Breakdown I run a one-person shop. No co-founders, no VC money, no "growth team." Just me, my laptop,…
一个开源项目教你用简洁指标衡量AI代理的真实价值，告别模糊评估。
Article URL: https://github.com/Idank96/agent-panorama Comments URL: https://news.ycombinator.com/item?id=48531114 Points: 1 # Comments: 1
AI产品如何定价？本文梳理了API与LLM产品的定价设计框架，从成本结构到用户感知，干货满满！
Article URL: https://www.solvimon.com/blog/how-to-design-pricing-for-ai-apis-and-llm-powered-products Comments URL: https://news.ycombinator.com/item?…
真实p99延迟数据对比DeepSeek、Qwen、Kimi、GLM，成本与性能全解析，选模型不再靠猜。
I've spent the last three months running production workloads across all four major Chinese AI model families — DeepSeek, Qwen, Kimi, and GLM — throug…
快速估算屋顶太阳能发电量与成本，轻松评估光伏投资价值
Article URL: https://electrek.co/2026/05/25/musk-solar-hypocrisy-gas-ai-chatbot-space-solar-spacex-ipo/ Comments URL: https://news.ycombinator.com/ite…
AI大规模部署初期或推高通胀，企业需警惕短期成本压力，长期才释放生产力红利
Article URL: https://www.axios.com/2026/04/23/ai-inflation-productivity-companies Comments URL: https://news.ycombinator.com/item?id=48232771 Points: …
从开发者视角解析GPT-5的API变化、成本策略与升级时机，实用指南助你决策。
tags: openai, ai, webdev, productivity GPT-5 from a Developer's Perspective: API Changes, Costs, and When to Upgrade I have been running GPT-5 in prod…
揭示大模型英语偏见真相，证明持续预训练成本优势不存在，语言专用投资或成必然。
arXiv:2605.15613v1 Announce Type: new Abstract: Through an analysis of sequences generated by open-weight large language models (LLMs), we demonstrate…