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官方 API：Token 价表与账单怎么对
官方 API 输入/输出/缓存价怎么读、Plus 与 API 如何分账、对账字段清单。单价表见官方 API 频道。
先读结论
官方 API 账单坑多半来自「把订阅和 Token 混账」或忽略缓存/工具调用字段。
本页讲读表与对账方法；最新 $/M 以官方 API 价表页为准。
本页是方法论枢纽，不堆实时报价。数字以链接中的数据页为准；我们不卖货、不担保到账。
相关指南（36）
AI 小白学习地图：从 0 到会选会用
一张图看懂官方订阅、卡网、官方 API 与中转四条路，以及本站各模块怎么用。
入门新手如何选择订阅路径
官方地区价 → 卡网有货/质保 → 官方 API → 中转的安全顺序与决策树。
入门如何使用 GrokCode 比价与倍率雷达
卡网列表、官方地区价、官方 API、中转榜的阅读方式与更新时间含义。
入门AI 术语小白词典
Token、倍率、质保、OPC、号池、充值系数、综合倍率等常出现词汇的人话解释。
官方 API官方 API Token 计费入门
输入/输出/缓存单价、$/M 含义与粗算成本。
官方 APIPrompt 与成本控制实务
上下文裁剪、缓存、模型分级与预算告警，降低 Token 账单。
入门聊天、写代码、批量、本地：同一需求怎么选四条路
先锁定你要完成的作业，再选官方订阅、卡网、官方 API 或中转。路径跟风比最低价更容易亏。
官方 API官方 API 三列怎么读：输入、输出、缓存，272K 不是上下文
先认输入/输出/缓存三列，再认加价门槛。GPT-6 Astra 上下文是 105 万，272K 只是超长输入的加价线。
编程Agent 一跑，Token 为什么比聊天贵
工具调用会把结果再喂回上下文。一次「帮我改仓库」往往是十几轮输入叠加，不是一条回复的价钱。
官方 API用 Token 成本工具核一次真实请求，再谈省钱
先拿一条真实 usage（或一次保守估计）丢进成本工具。没有这一次，谈倍率、谈换模型都是空的。
算力本地算力成本 vs 官方/中转 API：怎么算账
把显卡折旧、电费、带宽与 API Token 费用放到同一张账本上，判断何时自建、何时买 API。
官方API奥特曼：OpenAI安全模型未就绪不会上市
For months, people have wondered when OpenAI will go public. CEO Sam Altman says it won't happen until the company can make better promises about model safety, with no firm timelin
官方APIAmazon Bedrock 印度 Claude 推理支持本地调用
Anthropic's Claude Opus 5, Claude Sonnet 5, and Claude Haiku 4.5 are now available in India through Amazon Bedrock geographic cross-Region inference. You can access these models wh
官方APIOpenAI GPT-6.1-Sol：近似Astra智能，五分之一价格
My comment on GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price — Hacker News. I'm a bit late with the pelicans because I was live-blogging the keynote: https://si
官方APINarrateAI 在 Amazon Bedrock 上实现 LLM 质量保证
NarrateAI delivers production-ready LLM quality assurance on Amazon Bedrock. This post details five techniques—adaptive pipeline orchestration, cross-account multi-model failover,
编程Cloudflare支持HTTP Vary头：编程缓存
My comment on We just shipped support for the ugliest part of HTTP: Vary — Hacker News. I've been wanting this from Cloudflare for years . \n The classic problem here is if yo
官方APIAmazon Bedrock 知识库查询索赔助手教程
This technical how-to builds a conversational claims assistant on Amazon Bedrock Knowledge Bases that answers natural-language questions with citations. It covers ingesting claim d
模型GPT-6 提示词缓存命中率提升 中转和算力优化方案
Learn how GPT-6 improves prompt caching with higher cache hit rates, new diagnostics, explicit breakpoints, and controls that reduce latency and costs.
官方APIJev Decision Model 定价对比
Last week TypeSafe AI unveiled Jev , their first example of a new category of model that they are calling "System One models" (I'm with Maggie Appleton, I think "decision models
官方APIOpenAI Decisions API 助力控制 swarming agents
OpenAI's "Decisions API" is a Jev clone that confirms the importance of fast, cheap intelligence.
官方API亚马逊Quick发布：AI应用实时查询QuickSight受控数据
With Live Data in Apps in Amazon Quick, AI-built apps query your governed Quick Sight datasets in real time instead of static, build-time snapshots. Each query runs as the person v
官方APIllm-anthropic 0.30 支持Claude Sonnet 5.5并可预先token计数
Release: llm-anthropic 0.30 \n In addition to Claude Sonnet 5.5, this release adds the ability to run llm anthropic refresh to refresh the list of Anthropic models dir
官方APIGLM 5.3 部署：Bedrock 调用
GLM 5.3 from Z.ai is now available on Amazon Bedrock: a 753B-parameter mixture-of-experts model built for coding and long-horizon agentic tasks. Learn how to invoke it with the Ope
官方APIGoogle Find Hub NFC 支持与注册优化
According to the latest version of Google Play services, Find Hub tags are getting two new capabilities. \n\n\n\n more…
模型Claude Haiku 5.5 推出：模型基准大幅提升
\n Anthropic's new Claude Haiku 5.5 crushes its predecessor in benchmarks, jumping from 15.7 to 72.4 percent on the OSWorld computer use test. Token prices drop by up to 90
算力AI 推理存储账单：GPT 等模型提示后数据遗留成本
Ask most executives to picture the cost of AI and they’ll likely see GPUs—racks of accelerators with gigawatts of power—and a waitlist for silicon. But that picture leaves somethin
官方APIOpenAI与分发伙伴保持一致安全标准 易于编码模型中转访问
How OpenAI works with distribution partners to uphold consistent safeguards, support responsible access, and clarify expectations in our Usage Policies.
官方APIAmazon Quick：企业级供应链对话智能构建指南
Enterprise supply chains are data-rich but insight-poor, with the data to decide scattered across ERP, monitoring, procurement, and email. This post shows how Amazon Bedrock AgentC
官方APIOctave 用 Amazon Bedrock 实现 AI 编码安全多租户
Octave built a secure, multi-tenant AI foundation on Amazon Bedrock, using Cohere Embed v4 for embeddings and Amazon Bedrock AgentCore for isolated agent execution, to power a Comp
官方APIOpenAI GPT-5.6等模型Amazon Bedrock Canada跨区推理
Canadian organizations can now access OpenAI GPT-5.6, GPT-6, and GPT-6.1 models on Amazon Bedrock from the Canada (Central) and Canada West (Calgary) Regions using cross-Region inf
官方APIOpenAI用Habitat与Rust实现10亿用户存储服务
Learn how OpenAI scaled Habitat with reliable multi-tenancy, global caching, and Azure Cosmos DB to deliver 12× faster reads for ChatGPT.
官方APIBayer 用 AWS Bedrock AgentCore 建代理决策引擎
Bayer Crop Science built the Agentic Decision Engine (ADE), a multi-agent platform on Amazon Bedrock AgentCore that lets breeders, analysts, and researchers ask natural language qu
官方APIOpenAI模型在Bedrock的提示缓存模式
Every time an agent takes a step, it re-reads its entire context before acting. Here is how prompt caching for OpenAI models on Amazon Bedrock lets your agent remember, cutting inp
官方APIAWS Connect获2026 Gartner CCaaS领导者称号
AWS has been named a Leader in the 2026 Gartner Magic Quadrant for Contact Center as a Service (CCaaS) for AWS Connect Customer. This recognition marks an important milestone for o
官方APILocaliza 用 OpenAI API 和 Codex 编程重构工作
See how Localiza uses ChatGPT Enterprise, the OpenAI API, Codex, and 60+ specialized agents to reorganize work and build AI-native mobility experiences.
官方APINVIDIA Nemotron 3.5 Super VL 120B MoE部署EKS
NVIDIA Nemotron 3.5 Super VL is a 120B-parameter mixture-of-experts model that pairs reasoning and tool use with multimodal understanding. This post explores its architecture and u
常见问题
- ChatGPT Plus 和 API 能一起算吗？
- 不能。Plus 是订阅权益，API 按 Token 计量，应分项目分账。
- Prompt Caching 什么时候省钱？
- 当长前缀重复命中且命中率够高时才有意义；短请求或低重复场景可能省不了多少。
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Clavue CLI / imux IDE / clavue-2.1
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