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Replace the stale 2025-01 model list with official API prices, add a large-plus-small-plus-cache task estimator, and include three worked examples that match the verification table hand math. Co-authored-by: chico gong <chicogong@users.noreply.github.com>
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描述 / Description
翻新现有
tools/ai/ai-pricing.html：换成 2026-10-20 核过的官方 API 价，并新增「主 Agent 大模型 + 子 Agent 小模型 + 提示缓存」一次任务估算器，附 3 个与手算一致的算例。不合 master、不上线。未改 #239 / #240 / Dependabot。未跑
npm audit fix --force。对照范围：Notion 范围页 B；核价表已填进可安壳页。
预览
验证 / Validation
本地四检（本变更相关，全部通过）：
npm run build npm test npm run lint npm run format:check$0.034752/$0.077740/$0.035710未跑
npm run test:e2e（仓库对存量工具页无对应 e2e）。未登录、未付费。CI 说明（预存在、与本 PR 无关）：GitHub
Lintjob 里的npm audit --audit-level=high会因 lockfile 里已有的braces/brace-expansion/undici等高危项失败。这是仓库既有审计债（#240 一类），不是本页改出来的。按停止线不修 Dependabot / braces、不npm audit fix --force、不放宽 CI。核价表
tools/ai/PRICING_VERIFY.md缺官方价的行（o1-mini、Claude 3.5 Sonnet、Gemini 2.0 Flash、DeepSeek V3/R1、Llama 3.3/3.1）待核＝是，不写数字。页内对比表也不列入这些模型。
算例（页内 = 手算 = 核价表）
算法不含首次 cache write 溢价、Batch、Fast、区域加价、Gemini 缓存存储小时费。
检查清单 / Checklist
npm run build && npm test && npm run lint && npm run format:check。git diff/git status --short，差异只包含本 PR 预期改动。tools.json描述/关键词并运行npm run sync:tools。