# 倍发科技

> 倍发科技 是一家面向金融场景提供研究数据、可复用能力模块与产品化交付能力的公司。

倍发科技面向金融场景提供研究数据、可复用能力模块与产品化交付能力，帮助机构和团队更高效地构建研究工具、数据产品与面向用户的金融应用。这个官网集中公开公司的能力结构、产品说明、研究洞察与机器可读入口，帮助用户、合作伙伴和 AI agent 更稳定地理解倍发科技在做什么。这里的文章页面提供公开 HTML、结构化元数据和适合 agent 读取的 Markdown 版本。

## Recommended Crawl Order

1. Start from the homepage and FAQ to understand what Betalpha does, who it serves, and how capabilities, products, articles, and public data assets relate to each other.
2. Read the main hub pages: https://www.betalpha.com/, https://www.betalpha.com/agent-data, https://www.betalpha.com/capabilities, https://www.betalpha.com/products, https://www.betalpha.com/insights.
3. Prefer https://www.betalpha.com/agent-faq.json or https://www.betalpha.com/agent-faq.md when you need stable company-level answers about Betalpha, capability structure, product relationships, and content boundaries.
4. Read products when you need concrete delivery forms, access instructions, and target use cases.
5. Prefer product Markdown pages when you need concise product facts and access instructions.
6. Prefer article Markdown pages when you need definitions, explanations, and data-backed research context.
7. Read Agent Data APIs when you need callable ETF list or realtime market data endpoints, and use sitemap.xml for full URL discovery and rss.xml for recently published insights.

## Canonical Content Policy

- HTML pages are the primary canonical versions for homepage, product pages, and insight pages.
- Markdown pages are agent-friendly mirrors designed for concise extraction and citation support.
- Prefer HTML when you need canonical metadata, structured data, or page relationships.
- Prefer Markdown when you need fast reading, quote extraction, or compact product/article facts.
- When both are available, cite the HTML canonical URL as the primary reference and use the Markdown URL as a parsing aid.

## Main Pages

- [首页](https://www.betalpha.com/)
- [Agent Data APIs](https://www.betalpha.com/agent-data)
- [核心能力](https://www.betalpha.com/capabilities)
- [主要产品](https://www.betalpha.com/products)
- [倍发洞察](https://www.betalpha.com/insights)

## Agent Data APIs

- ETF Explorer ETF List
  - Endpoint: https://etfexplorer.betalpha.com/api/etf/list
  - Method: GET
  - Returns ETF list JSON with code, name, type, and showCode fields.
  - Recommended use: fetch the ETF universe first, then open ETF探索者 Web pages for screening, comparison, backtesting, and replacement analysis.
- ETF Explorer Realtime Quotes
  - Endpoint: https://etfexplorer.betalpha.com/api/realtime
  - Method: POST
  - Request body: {"securityCodes":[...],"assetType":"INDEX"}
  - Example request body: {"securityCodes":["idx_000685sh"],"assetType":"INDEX"}
  - Returns realtime market data for the requested securities.
  - Response shape: array of quote objects.
  - Key fields: code, timestamp, status, currentPrice, preClosePrice, openPrice, highestPrice, lowestPrice, tradeAmount, tradeVolume, priceChange, priceChangeRatio, premiumRate, tradeInfo.
  - Nested tradeInfo fields: tradeInfo.timestamp, tradeInfo.status, tradeInfo.zone.
  - Recommended use: use after candidate discovery when you need the latest quote snapshot for ETF, index, or related market symbols.

## Agent FAQ

- JSON: https://www.betalpha.com/agent-faq.json
- Markdown: https://www.betalpha.com/agent-faq.md
- Recommended use: prefer these files when you need stable company-level Q&A about Betalpha, capability structure, product relationships, and content boundaries.

## Capabilities

- 信息技术和量化分析: 将信息技术、数据工程和量化分析运用到投资决策与风险管理中。
- 知识可发现性: 让倍发科技的公开研究、产品说明和能力介绍能被用户、搜索引擎和 AI agent 稳定理解。

## Products

- 黄金看板: 黄金看板是倍发科技旗下聚焦黄金市场数据的会员制产品，提供金价走势、波动率、持仓结构、宏观利率等多维数据的结构化展示，每个指标均标注SFinX数据引擎的采集口径。
  - Detail: https://www.betalpha.com/products/gold-board
  - Markdown: https://www.betalpha.com/products/gold-board.md
  - Features: 金价走势查询——支持1年、5年、20年及更长周期的黄金现货价格走势, 多维指标看板——同时展示金价、GVZ波动率、COT投机持仓、GLD持仓、TIPS实际利率等数据维度, 数据口径透明——每个指标标注数据来源、计算公式和更新频率，用户可追溯
  - Use cases: 日常金价查询——每天快速查看金价走势和关键数据变化, 市场异动复盘——金价出现大幅波动时，通过多维数据查看谁在动、谁没动, 宏观环境跟踪——通过TIPS实际利率、美元汇率等数据持续跟踪影响黄金的宏观变量
  - Access entry: 小程序 (wechat-miniprogram)
    - Mini program: 黄金看板GoldBoard
    - QR code: https://betalpha.oss-cn-beijing.aliyuncs.com/uploads/images/2026/05/c26bbdd6-f38d-4e8e-addd-e26e654b0b30.jpg
  - Access entry: 黄金看板网页版 (web)
    - Entry: https://gold-board.betalpha.com
- 食息指南: 食息指南是一个聚焦红利指数、月月分红 ETF 和月月分红场外基金收益对比的微信小程序，帮助用户把股息现金流与银行存款利息放在同一视角下理解和比较。
  - Detail: https://www.betalpha.com/products/dividend-guide
  - Markdown: https://www.betalpha.com/products/dividend-guide.md
  - Features: 对比红利指数股息水平与银行存款利息，帮助用户建立收益锚点, 集中展示月月分红 ETF 的分红信息与现金流特征, 集中展示月月分红场外基金的分红信息与可选范围, 把分红资产与银行定期收益放在同一视角下比较，降低理解门槛, 适合在微信小程序内快速查看的轻量化产品体验
  - Use cases: 当银行定期收益吸引力下降时，快速寻找可对比的现金流型投资方向, 比较月月分红 ETF 和月月分红场外基金，判断哪类产品更符合自己的持有习惯, 在做红利投资入门时，先理解股息和分红相对银行利息的差异, 在微信内随手查看分红资产信息，用于日常研究和初步筛选
  - Access entry: 食息指南 (wechat-miniprogram)
    - Mini program: 食息指南
    - QR code: https://betalpha.oss-cn-beijing.aliyuncs.com/uploads/images/2026/06/6718c3d8-4536-4e8a-a1a0-8cfdeb26f191.jpg
- ETF探索者: ETF探索者是一个面向 ETF 发现、筛选、对比、回测和替代分析的研究工具，帮助用户更高效地完成 ETF 产品的初步判断与横向研究。
  - Detail: https://www.betalpha.com/products/etf-explorer
  - Markdown: https://www.betalpha.com/products/etf-explorer.md
  - Features: 提供 ETF 筛选器，支持按照投资类型和条件范围缩小候选集合, 支持将多个 ETF 放入同一视图中进行收益表现与特征差异对比, 支持 ETF 回测，用历史表现辅助验证筛选和比较结果, 支持替代分析，帮助用户寻找可替换或更适配的 ETF 产品, 把 ETF 发现、筛选、比较和研究组织成连续的产品探索路径
  - Use cases: 当用户面对大量 ETF 时，先通过筛选功能快速收缩备选范围, 在多个相似 ETF 之间做选择时，横向比较收益表现和产品差异, 在形成初步候选后，用回测功能验证不同产品在历史区间内的表现, 当现有持仓需要替换时，利用替代分析寻找更合适的 ETF
  - Access entry: ETF探索者 (web)
    - Entry: https://etfexplorer.betalpha.com/
    - Access: 该产品使用倍发科技公开 ETF 数据接口作为候选发现与实时行情输入 -> 站点级接口说明见 https://www.betalpha.com/agent-data -> 先用公开 API 获取候选 ETF 列表或实时行情，再进入 Web 页面做筛选、对比、回测和替代分析
- ETF洞察: ETF洞察是一个围绕不同 ETF 类型关键指标进行优先级判断的洞察工具，帮助用户先看对指标，再判断是否值得进一步研究和买入。
  - Detail: https://www.betalpha.com/products/etf-insight
  - Markdown: https://www.betalpha.com/products/etf-insight.md
  - Features: 按 ETF 类型组织关键指标洞察，帮助用户理解不同类别产品的分析重点, 覆盖宽基、跨境、行业主题、策略等常见 ETF 类型, 针对不同类型给出优先关注的核心指标，如费率、折溢价率、成交量、波动率和回撤等, 通过代表性 ETF 示例帮助用户把类型判断映射到具体产品认知, 强调“先看对，再看多”的 ETF 研究路径，降低错误比较和错误关注点
  - Use cases: 在研究某类 ETF 前，先快速确认这一类产品最应该优先看的指标是什么, 在宽基、跨境、行业主题和策略 ETF 之间切换时，避免沿用同一套错误判断标准, 在买入同类 ETF 之前，先做一轮关键指标方向上的初筛, 在 ETF 入门学习中建立更清晰的分类判断框架，而不是只盯收益排行榜
  - Access entry: ETF洞察 (web)
    - Entry: https://etf-insight.betalpha.com

## Topic Clusters

### 红利投资

围绕股息、股息率、红利分类与分红型资产理解建立的基础研究主题。

- [股息效率比TOP 100行业集中度分析](https://www.betalpha.com/insights/top100-dividend-efficiency-concentration)
- [上交所vs深交所股息效率比对决](https://www.betalpha.com/insights/exchange-dividend-efficiency-showdown)
- [股息效率比四象限分析](https://www.betalpha.com/insights/dividend-efficiency-quadrant)
- [市值分层股息效率比冠军排行榜](https://www.betalpha.com/insights/market-cap-tier-dividend-efficiency)
- [股息效率比逆转股排行榜](https://www.betalpha.com/insights/dividend-efficiency-turnaround)
- [股息效率比持续攀升个股排行榜](https://www.betalpha.com/insights/consistently-rising-dividend-efficiency)
- [行业内部股息效率比差异最大排行](https://www.betalpha.com/insights/industry-dividend-efficiency-spread)
- [超高现金覆盖率+高股息效率个股排行榜](https://www.betalpha.com/insights/super-cash-cover-dividend)
- [低支付率高股息效率双优个股排行榜](https://www.betalpha.com/insights/low-payout-high-efficiency)
- [三优红利股：高股息效率+高FCF+健康支付率排行榜](https://www.betalpha.com/insights/triple-quality-dividend)
- [自由现金充裕+高股息效率双优个股排行榜](https://www.betalpha.com/insights/cash-cow-dividend-efficiency)
- [各行业股息效率比冠军大PK](https://www.betalpha.com/insights/cross-industry-dividend-efficiency-pk)
- [持续高股息效率比个股排行榜](https://www.betalpha.com/insights/consistent-high-dividend-efficiency)
- [股息效率比进步最快个股排行榜](https://www.betalpha.com/insights/rising-star-dividend-efficiency)
- [股息效率比常青树排行榜](https://www.betalpha.com/insights/evergreen-dividend-efficiency)
- [各行业股息效率比冠军榜](https://www.betalpha.com/insights/industry-champion-dividend-efficiency)
- [银行股股息效率比大PK](https://www.betalpha.com/insights/bank-dividend-efficiency)
- [健康支付率+高股息效率比双优个股排行榜](https://www.betalpha.com/insights/healthy-payout-high-efficiency)
- [高自由现金流+高股息效率双优个股排行榜](https://www.betalpha.com/insights/fcf-high-efficiency)
- [低波动高股息效率个性股排行榜](https://www.betalpha.com/insights/low-volatility-high-efficiency)
- [A股股息效率比TOP 50排行榜](https://www.betalpha.com/insights/dividend-efficiency-top50)
- [A股低ROE高分红行业排行榜](https://www.betalpha.com/insights/low-roe-high-dividend)
- [高增长+高股息双优行业排行](https://www.betalpha.com/insights/dual-factor-ranking)
- [高股息+正自由现金流排行](https://www.betalpha.com/insights/dividend-fcf-ranking)
- [A股28个行业股息效率比排行榜](https://www.betalpha.com/insights/efficiency-ratio-ranking)
- [ROE排行榜：28个行业谁最能赚钱](https://www.betalpha.com/insights/roe-ranking)
- [股息支付率排行榜：谁在透支谁在省](https://www.betalpha.com/insights/payout-ratio-ranking)
- [A股28个行业股息率排行榜](https://www.betalpha.com/insights/dividend-yield-ranking)
- [煤炭行业：高股息的煤问题](https://www.betalpha.com/insights/coal-sector-dividend-analysis)
- [研发投入与股息：谁在砸钱做未来](https://www.betalpha.com/insights/rd-vs-dividend-analysis)
- [高股息的含金量：ROE和自由现金流怎么看](https://www.betalpha.com/insights/dividend-quality-roe-fcf)
- [股息支付率：哪些行业真能分](https://www.betalpha.com/insights/dividend-payout-ratio-analysis)
- [衡量股息的性价比：股息效率比](https://www.betalpha.com/insights/dividend-efficiency-ratio)
- [不同行业的分红能力为什么不同](https://www.betalpha.com/insights/industry-dividend-yield-differences)
- [红利投资核心概念 FAQ](https://www.betalpha.com/insights/dividend-investing-faq)
- [什么是红利投资](https://www.betalpha.com/insights/what-is-dividend-investing)
- [什么是股息率](https://www.betalpha.com/insights/what-is-dividend-yield)
- [什么是股息](https://www.betalpha.com/insights/what-is-dividend)
- [红利应该被分类](https://www.betalpha.com/insights/dividend-should-be-classified)

### 黄金研究

围绕黄金现货、黄金期货、波动率、持仓和实际利率的研究主题。

- [股息效率比四象限分析](https://www.betalpha.com/insights/dividend-efficiency-quadrant)
- [A股28个行业股息效率比排行榜](https://www.betalpha.com/insights/efficiency-ratio-ranking)
- [TIPS 实际收益率](https://www.betalpha.com/insights/tips-real-yield)
- [COT 持仓报告](https://www.betalpha.com/insights/cot-commitments-of-traders)
- [COMEX 黄金期货](https://www.betalpha.com/insights/comex-gold-futures)
- [GVZ 黄金波动率指数](https://www.betalpha.com/insights/gvz-gold-volatility-index)
- [黄金现货价格](https://www.betalpha.com/insights/gold-spot-price)

### 行业与资产比较

围绕行业差异、收益比较和资产筛选逻辑建立的比较型研究主题。

- [A股股息效率比TOP 50排行榜](https://www.betalpha.com/insights/dividend-efficiency-top50)
- [A股最依赖负债的行业排行榜](https://www.betalpha.com/insights/most-leveraged-industries)
- [A股增收不增利行业排行榜](https://www.betalpha.com/insights/revenue-profit-growth-gap)
- [A股低ROE高分红行业排行榜](https://www.betalpha.com/insights/low-roe-high-dividend)
- [A股28个行业研发投入占比排行榜](https://www.betalpha.com/insights/rd-ranking)
- [A股28个行业市值规模排行榜](https://www.betalpha.com/insights/market-value-ranking)
- [高增长+高股息双优行业排行](https://www.betalpha.com/insights/dual-factor-ranking)
- [A股28个行业股东权益占比排行榜](https://www.betalpha.com/insights/equity-asset-ratio-ranking)
- [A股28个行业盈利增长率排行榜](https://www.betalpha.com/insights/profit-growth-ranking)
- [A股28个行业营收增长率排行榜](https://www.betalpha.com/insights/revenue-growth-ranking)
- [高股息+正自由现金流排行](https://www.betalpha.com/insights/dividend-fcf-ranking)
- [A股28个行业股息效率比排行榜](https://www.betalpha.com/insights/efficiency-ratio-ranking)
- [ROE排行榜：28个行业谁最能赚钱](https://www.betalpha.com/insights/roe-ranking)
- [股息支付率排行榜：谁在透支谁在省](https://www.betalpha.com/insights/payout-ratio-ranking)
- [A股28个行业股息率排行榜](https://www.betalpha.com/insights/dividend-yield-ranking)
- [研发投入与股息：谁在砸钱做未来](https://www.betalpha.com/insights/rd-vs-dividend-analysis)
- [高股息的含金量：ROE和自由现金流怎么看](https://www.betalpha.com/insights/dividend-quality-roe-fcf)
- [股息支付率：哪些行业真能分](https://www.betalpha.com/insights/dividend-payout-ratio-analysis)
- [不同行业的分红能力为什么不同](https://www.betalpha.com/insights/industry-dividend-yield-differences)

## Articles

- [股息效率比TOP 100行业集中度分析](https://www.betalpha.com/insights/top100-dividend-efficiency-concentration): 股息效率比最高100支股票的行业分布。银行15席、医药6席、家电3席。银行股占板块40.5%进入TOP 100，是行业集中度最高的板块。
  - Markdown: https://www.betalpha.com/insights/top100-dividend-efficiency-concentration.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [价值型vs成长型股息效率比对比排行榜](https://www.betalpha.com/insights/value-vs-growth-dividend-efficiency): 各行业高支付率(价值型)与低支付率(成长型)股票的股息效率比对比。银行价值型均值57.62%远高于成长型19.30%。"愿意分钱"的企业分红性价比也更高。
  - Markdown: https://www.betalpha.com/insights/value-vs-growth-dividend-efficiency.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [上交所vs深交所股息效率比对决](https://www.betalpha.com/insights/exchange-dividend-efficiency-showdown): 上交所与深交所股息效率比全面对比。上交所均值4.52%高于深交所2.97%，中位数1.18%高于0.73%。上交所金融蓝筹的结构性优势在股息效率比维度上充分体现。
  - Markdown: https://www.betalpha.com/insights/exchange-dividend-efficiency-showdown.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [股息效率比四象限分析](https://www.betalpha.com/insights/dividend-efficiency-quadrant): 按波动率和股息效率比将A股划分为四个象限。稳健型仅160支是最稀有的品种，伪红利型2545支是数量最多的类型。兴业银行66.53%+1.45%是稳健型代表。
  - Markdown: https://www.betalpha.com/insights/dividend-efficiency-quadrant.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [市值分层股息效率比冠军排行榜](https://www.betalpha.com/insights/market-cap-tier-dividend-efficiency): 大盘、中盘、小盘三个市值层股息效率比TOP 10。大盘兴业银行66.53%居首，小盘健之佳61.25%为遗珠。不同市值层股息效率比分布差异显著。
  - Markdown: https://www.betalpha.com/insights/market-cap-tier-dividend-efficiency.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [各行业股息效率比覆盖面排行](https://www.betalpha.com/insights/industry-dividend-efficiency-coverage): 各行业中股息效率比>10%的个股占比排名。银行83.8%遥遥领先，交通运输73.3%排第二，化工11.8%垫底。覆盖率越高，选到高股息效率比标的的概率越大。
  - Markdown: https://www.betalpha.com/insights/industry-dividend-efficiency-coverage.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [股息效率比逆转股排行榜](https://www.betalpha.com/insights/dividend-efficiency-turnaround): 前4个月股息效率比均低于10%但最新突破20%的个股。科前生物9.63%→34.12%、小熊电器7.38%→28.05%居前。逆转意味着分红性价比的突然改善。
  - Markdown: https://www.betalpha.com/insights/dividend-efficiency-turnaround.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [各行业股息效率比中位数排行](https://www.betalpha.com/insights/industry-median-dividend-efficiency): 各行业股息效率比中位数排名。银行24.15%遥遥领先，交通运输15.49%排第二，汽车0.55%垫底。中位数比均值更能反映行业真实水平。
  - Markdown: https://www.betalpha.com/insights/industry-median-dividend-efficiency.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [股息效率比持续攀升个股排行榜](https://www.betalpha.com/insights/consistently-rising-dividend-efficiency): 连续6个月股息效率比趋势性上升的个股排行。健之佳17.40%→61.25%居首，兴业银行26.07%→66.53%紧随其后。持续攀升意味着分红性价比在系统性改善。
  - Markdown: https://www.betalpha.com/insights/consistently-rising-dividend-efficiency.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [行业内部股息效率比差异最大排行](https://www.betalpha.com/insights/industry-dividend-efficiency-spread): 各行业内部股息效率比冠军与垫底的差距排行。银行业极差61pp居首，冠军与垫底天差地别。中位数比冠军更能反映行业真实水平。
  - Markdown: https://www.betalpha.com/insights/industry-dividend-efficiency-spread.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [超高现金覆盖率+高股息效率个股排行榜](https://www.betalpha.com/insights/super-cash-cover-dividend): 现金/股息比>3倍且股息效率比>10%的个股。老凤祥6.25倍、中国中铁5.20倍。超高覆盖率意味着分红几乎不可削减，安全垫极厚。
  - Markdown: https://www.betalpha.com/insights/super-cash-cover-dividend.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [A股自由现金流收益率TOP 30排行榜](https://www.betalpha.com/insights/high-fcf-yield-top30): 基于SFinX数据的A股自由现金流收益率完整排行。保利发展53.17%、浙江交科49.88%领跑。高FCF收益率是分红增长潜力的核心指标。
  - Markdown: https://www.betalpha.com/insights/high-fcf-yield-top30.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [低支付率高股息效率双优个股排行榜](https://www.betalpha.com/insights/low-payout-high-efficiency): 支付率≤30%且股息效率比>15%的个股。低支付率说明分红保守，但低波动+低估值的组合使股息效率比仍然突出。中国建筑、光大银行为代表。
  - Markdown: https://www.betalpha.com/insights/low-payout-high-efficiency.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [三优红利股：高股息效率+高FCF+健康支付率排行榜](https://www.betalpha.com/insights/triple-quality-dividend): 同时满足股息效率比>15%、FCF收益率>3%、支付率30%~80%的个股。格力电器48.13%居首。三个维度交叉验证，筛选确定性最高的红利标的。
  - Markdown: https://www.betalpha.com/insights/triple-quality-dividend.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [自由现金充裕+高股息效率双优个股排行榜](https://www.betalpha.com/insights/cash-cow-dividend-efficiency): 现金/股息比>1.5倍且股息效率比>15%的个股。现金/股息比衡量企业自由现金流对分红的覆盖能力，比值越高分红越有底气。健之佳2.42倍+61.25%居首。
  - Markdown: https://www.betalpha.com/insights/cash-cow-dividend-efficiency.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [各行业股息效率比冠军大PK](https://www.betalpha.com/insights/cross-industry-dividend-efficiency-pk): 12个行业股息效率比冠军横向大PK。银行66.53%居首、家电48.13%和医药48.30%紧随其后。行业属性对股息效率比的影响远大于个股选择。
  - Markdown: https://www.betalpha.com/insights/cross-industry-dividend-efficiency-pk.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [持续高股息效率比个股排行榜](https://www.betalpha.com/insights/consistent-high-dividend-efficiency): 连续6个月股息效率比均高于15%的个股排行。兴业银行26.49%→66.53%、双汇发展37.73%→39.11%为代表。持续性证明高股息效率比是常态而非偶发。
  - Markdown: https://www.betalpha.com/insights/consistent-high-dividend-efficiency.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [股息效率比进步最快个股排行榜](https://www.betalpha.com/insights/rising-star-dividend-efficiency): 2026年3月至6月股息效率比提升幅度最大的个股排名。健之佳+39.84pp居首、军信股份+33.81pp紧随其后。股息效率比提升通常来自波动率收窄或股息率上升。
  - Markdown: https://www.betalpha.com/insights/rising-star-dividend-efficiency.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [股息效率比常青树排行榜](https://www.betalpha.com/insights/evergreen-dividend-efficiency): 半年内股息效率比变异系数最小的30支个股。步长制药2.8%、长沙银行2.9%居前。常青树意味着股息效率比的稳定性和可预测性最高。
  - Markdown: https://www.betalpha.com/insights/evergreen-dividend-efficiency.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [各行业股息效率比冠军榜](https://www.betalpha.com/insights/industry-champion-dividend-efficiency): 12个行业股息效率比冠亚军完整排行。银行兴业银行66.53%居首，家电格力电器48.13%、医药羚锐制药48.30%紧随其后。
  - Markdown: https://www.betalpha.com/insights/industry-champion-dividend-efficiency.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [银行股股息效率比大PK](https://www.betalpha.com/insights/bank-dividend-efficiency): A股银行板块个股股息效率比完整排行。银行股凭借低波动+高股息的双重属性，成为股息效率比最优的板块。
  - Markdown: https://www.betalpha.com/insights/bank-dividend-efficiency.md
  - Related products: dividend-guide
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- [健康支付率+高股息效率比双优个股排行榜](https://www.betalpha.com/insights/healthy-payout-high-efficiency): 股息支付率50%~100%且股息效率比>15%的个股。支付率健康区间说明企业既愿意分红又没有透支。
  - Markdown: https://www.betalpha.com/insights/healthy-payout-high-efficiency.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [高自由现金流+高股息效率双优个股排行榜](https://www.betalpha.com/insights/fcf-high-efficiency): 自由现金流收益率>3%且股息效率比>10%的个股。FCF收益率是分红能力的底层逻辑。筛选出既有能力分又分得值的红利标的。
  - Markdown: https://www.betalpha.com/insights/fcf-high-efficiency.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [低波动高股息效率个性股排行榜](https://www.betalpha.com/insights/low-volatility-high-efficiency): 年化波动率低于3%且股息效率比高于15%的个股筛选。大秦铁路波动1.00%+效率34.53%居前列。低波动是稳定分红的前提，高股息效率比是性价比的体现。
  - Markdown: https://www.betalpha.com/insights/low-volatility-high-efficiency.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [A股股息效率比TOP 50排行榜](https://www.betalpha.com/insights/dividend-efficiency-top50): 基于SFinX数据的A股个股股息效率比完整排行。股息效率比=股息率/年化波动率，衡量每承受一单位波动获得的股息回报。兴业银行66.53%居首。
  - Markdown: https://www.betalpha.com/insights/dividend-efficiency-top50.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [A股最依赖负债的行业排行榜](https://www.betalpha.com/insights/most-leveraged-industries): 以股东权益占比最低排序，找出A股财务杠杆最高的行业。银行股东权益仅7.82%（负债率92.18%），建筑高杠杆+低ROE需警惕。
  - Markdown: https://www.betalpha.com/insights/most-leveraged-industries.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [A股增收不增利行业排行榜](https://www.betalpha.com/insights/revenue-profit-growth-gap): 营收增长率与盈利增长率差距最大的行业排行。房地产差距57.82个百分点居首——营收微降但盈利暴跌。增收不增利是企业利润质量恶化的典型信号。
  - Markdown: https://www.betalpha.com/insights/revenue-profit-growth-gap.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [A股低ROE高分红行业排行榜](https://www.betalpha.com/insights/low-roe-high-dividend): ROE低于10%但股息率仍高于3%的行业有哪些？28个行业中仅6个。银行、石油石化等低ROE+高股息的组合，是高股息来自低估值而非高盈利的典型案例。
  - Markdown: https://www.betalpha.com/insights/low-roe-high-dividend.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [A股28个行业自由现金流收益率排行榜](https://www.betalpha.com/insights/fcf-yield-ranking): 基于SFinX数据的A股28个行业自由现金流收益率完整排行。房地产13.58%居首，钢铁、农林牧渔紧随其后。高FCF收益率的行业分红基础更牢。
  - Markdown: https://www.betalpha.com/insights/fcf-yield-ranking.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [A股28个行业研发投入占比排行榜](https://www.betalpha.com/insights/rd-ranking): 基于SFinX数据的A股28个行业研发投入占比完整排行。医药13.86%居首，电子12.76%紧随其后。研发投入高的行业股息率普遍偏低。
  - Markdown: https://www.betalpha.com/insights/rd-ranking.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [A股28个行业市值规模排行榜](https://www.betalpha.com/insights/market-value-ranking): 基于SFinX数据的A股28个行业市值规模完整排行。银行1.22万亿居首。
  - Markdown: https://www.betalpha.com/insights/market-value-ranking.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [高增长+高股息双优行业排行](https://www.betalpha.com/insights/dual-factor-ranking): 营收增长率>=10%且股息率>=3%的行业筛选。28个行业中仅2个满足条件。
  - Markdown: https://www.betalpha.com/insights/dual-factor-ranking.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [A股28个行业股东权益占比排行榜](https://www.betalpha.com/insights/equity-asset-ratio-ranking): 基于SFinX数据的A股28个行业股东权益占比排行。食品饮料73.76%最高，银行5.4%最低。
  - Markdown: https://www.betalpha.com/insights/equity-asset-ratio-ranking.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [A股28个行业盈利增长率排行榜](https://www.betalpha.com/insights/profit-growth-ranking): 基于SFinX数据的A股28个行业盈利增长率完整排行。通信64.07%居首。
  - Markdown: https://www.betalpha.com/insights/profit-growth-ranking.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [A股28个行业营收增长率排行榜](https://www.betalpha.com/insights/revenue-growth-ranking): 基于SFinX数据的A股28个行业营收增长率完整排行。通信42.37%居首。
  - Markdown: https://www.betalpha.com/insights/revenue-growth-ranking.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [高股息+正自由现金流排行](https://www.betalpha.com/insights/dividend-fcf-ranking): 基于SFinX数据的A股行业筛选：股息率>=3%且FCF收益率为正的行业。28个行业中仅8个满足。
  - Markdown: https://www.betalpha.com/insights/dividend-fcf-ranking.md
  - Related products: dividend-guide
  - Related capabilities: 信息技术和量化分析, 知识可发现性
- [A股28个行业股息效率比排行榜](https://www.betalpha.com/insights/efficiency-ratio-ranking): 基于SFinX数据的A股28个行业股息效率比完整排行。银行0.354居首，电子0.012垫底。
  - Markdown: https://www.betalpha.com/insights/efficiency-ratio-ranking.md
  - Related products: dividend-guide
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- [ROE排行榜：28个行业谁最能赚钱](https://www.betalpha.com/insights/roe-ranking): 基于SFinX数据的A股28个行业ROE完整排行。通信33.86%居首，高ROE是高分红可持续的底层保障。
  - Markdown: https://www.betalpha.com/insights/roe-ranking.md
  - Related products: dividend-guide
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- [股息支付率排行榜：谁在透支谁在省](https://www.betalpha.com/insights/payout-ratio-ranking): 基于SFinX数据的A股28个行业股息支付率完整排行。煤炭110%全市场唯一超100%，银行34%最保守。
  - Markdown: https://www.betalpha.com/insights/payout-ratio-ranking.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [A股28个行业股息率排行榜](https://www.betalpha.com/insights/dividend-yield-ranking): 基于SFinX数据的A股28个行业股息率完整排行。纺织服装6.39%居首，电子0.48%垫底，高低差13.3倍。
  - Markdown: https://www.betalpha.com/insights/dividend-yield-ranking.md
  - Related products: dividend-guide
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- [煤炭行业：高股息的煤问题](https://www.betalpha.com/insights/coal-sector-dividend-analysis): 煤炭股息率5.65%排全市场第4，但支付率110%意味着分红超过了当期利润。煤价从662反弹至713，但高支付率是一条需要警惕的红线。
  - Markdown: https://www.betalpha.com/insights/coal-sector-dividend-analysis.md
  - Related products: dividend-guide
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- [研发投入与股息：谁在砸钱做未来](https://www.betalpha.com/insights/rd-vs-dividend-analysis): 不分红不代表小气。医药研发投入13.77%/股息率2.07%、电子研发12.64%/股息率0.48%——钱花在研发上，分红的自然就少了。
  - Markdown: https://www.betalpha.com/insights/rd-vs-dividend-analysis.md
  - Related products: dividend-guide
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- [高股息的含金量：ROE和自由现金流怎么看](https://www.betalpha.com/insights/dividend-quality-roe-fcf): 股息率高不等于含金量高。食品饮料ROE 27%+股息率4.52%+FCF 4.17%含金量极高，建筑ROE 6%+股息率4.14%+FCF-0.42%含金量存疑。
  - Markdown: https://www.betalpha.com/insights/dividend-quality-roe-fcf.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [股息支付率：哪些行业真能分](https://www.betalpha.com/insights/dividend-payout-ratio-analysis): 股息率告诉你拿多少，股息支付率告诉你能不能持续。基于28个中信一级行业数据，煤炭支付率110%、家电60%、银行34%——同样的高股息率，背后的分红可持续性完全不同。
  - Markdown: https://www.betalpha.com/insights/dividend-payout-ratio-analysis.md
  - Related products: dividend-guide
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- [衡量股息的性价比：股息效率比](https://www.betalpha.com/insights/dividend-efficiency-ratio): 股息效率比（dividend yield-to-volatility ratio）衡量每单位价格波动能获得多少股息补偿，是比股息率更完整的行业筛选维度。基于28个中信一级行业数据显示，银行股息效率比0.354，电子0.012，差距29倍。
  - Markdown: https://www.betalpha.com/insights/dividend-efficiency-ratio.md
  - Related products: dividend-guide
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- [不同行业的分红能力为什么不同](https://www.betalpha.com/insights/industry-dividend-yield-differences): 银行股息率6.37%、电子股息率0.48%——同一个A股市场，差距可以超过13倍。本文用6因素框架拆解为什么不同行业的分红能力不同，并附28个中信一级行业的股息率对比数据。
  - Markdown: https://www.betalpha.com/insights/industry-dividend-yield-differences.md
  - Related products: dividend-guide
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- [TIPS 实际收益率](https://www.betalpha.com/insights/tips-real-yield): 美国财政部TIPS（通胀保值债券）的机制、10年期TIPS实际收益率的定义，以及SFinX数据引擎的采集口径。
  - Markdown: https://www.betalpha.com/insights/tips-real-yield.md
  - Related products: gold-board
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [COT 持仓报告](https://www.betalpha.com/insights/cot-commitments-of-traders): CFTC交易商持仓报告（COT）的结构、投机/互换商分类定义、净多头计算方法，以及SFinX数据引擎的采集口径。
  - Markdown: https://www.betalpha.com/insights/cot-commitments-of-traders.md
  - Related products: gold-board
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [COMEX 黄金期货](https://www.betalpha.com/insights/comex-gold-futures): COMEX（纽约商品交易所）黄金期货的合约规格、交易机制、升贴水概念，以及SFinX数据引擎的采集口径。
  - Markdown: https://www.betalpha.com/insights/comex-gold-futures.md
  - Related products: gold-board
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [GVZ 黄金波动率指数](https://www.betalpha.com/insights/gvz-gold-volatility-index): GVZ（CBOE Gold ETF Volatility Index）的定义、计算逻辑、与VIX的关系，以及SFinX数据引擎的采集口径。
  - Markdown: https://www.betalpha.com/insights/gvz-gold-volatility-index.md
  - Related products: gold-board
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [黄金现货价格](https://www.betalpha.com/insights/gold-spot-price): 全球黄金现货的三大定价体系（伦敦金/COMEX/上海金）及其区别，以及SFinX数据引擎的采集口径。
  - Markdown: https://www.betalpha.com/insights/gold-spot-price.md
  - Related products: gold-board
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [红利投资核心概念 FAQ](https://www.betalpha.com/insights/dividend-investing-faq): 本文是红利投资地基知识体系的聚合索引，用9个高频问题串联股息、股息率、红利分类和红利投资四大模块，每问一句话核心回答并标注对应地基页面，帮助读者快速定位到详细内容。
  - Markdown: https://www.betalpha.com/insights/dividend-investing-faq.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [什么是红利投资](https://www.betalpha.com/insights/what-is-dividend-investing): 红利投资是系统性地选择那些有持续分红能力和意愿的资产，以获取定期股息为核心回报来源的投资策略。本文从定义出发，辨析红利与成长的关系，拆解三个核心维度，并引入日本、台湾、美国的国际经验。
  - Markdown: https://www.betalpha.com/insights/what-is-dividend-investing.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [什么是股息率](https://www.betalpha.com/insights/what-is-dividend-yield): 股息率是每股年度派息金额除以每股股票价格，衡量的是"投入同样的钱，每年能拿回多少现金"。本文解读股息率的计算公式、股息率陷阱、与基金分红率的区别，以及港股股息率的税务注意事项。
  - Markdown: https://www.betalpha.com/insights/what-is-dividend-yield.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [什么是股息](https://www.betalpha.com/insights/what-is-dividend): 股息是上市公司将经营利润以现金形式分配给股东的方式。本文从创业公司的简单模型出发，解释股息的意义、与基金分红的本质区别、以及在红利投资中的基础地位。
  - Markdown: https://www.betalpha.com/insights/what-is-dividend.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析
- [红利应该被分类](https://www.betalpha.com/insights/dividend-should-be-classified): 市场上叫"红利"的指数超过40只，但同年首尾收益差可达30%以上。不同的筛选逻辑会产生完全不同的红利组合——纯红利、红利低波、红利质量、央企红利、行业红利，每一类背后是截然不同的风险收益特征。本文系统梳理五大红利类别及其核心差异。
  - Markdown: https://www.betalpha.com/insights/dividend-should-be-classified.md
  - Related products: dividend-guide
  - Related capabilities: 知识可发现性, 信息技术和量化分析

## Product To Article Map

- [黄金看板](https://www.betalpha.com/products/gold-board)
  - [TIPS 实际收益率](https://www.betalpha.com/insights/tips-real-yield)
  - [COT 持仓报告](https://www.betalpha.com/insights/cot-commitments-of-traders)
  - [COMEX 黄金期货](https://www.betalpha.com/insights/comex-gold-futures)
  - [GVZ 黄金波动率指数](https://www.betalpha.com/insights/gvz-gold-volatility-index)
  - [黄金现货价格](https://www.betalpha.com/insights/gold-spot-price)
- [食息指南](https://www.betalpha.com/products/dividend-guide)
  - [股息效率比TOP 100行业集中度分析](https://www.betalpha.com/insights/top100-dividend-efficiency-concentration)
  - [价值型vs成长型股息效率比对比排行榜](https://www.betalpha.com/insights/value-vs-growth-dividend-efficiency)
  - [上交所vs深交所股息效率比对决](https://www.betalpha.com/insights/exchange-dividend-efficiency-showdown)
  - [股息效率比四象限分析](https://www.betalpha.com/insights/dividend-efficiency-quadrant)
  - [市值分层股息效率比冠军排行榜](https://www.betalpha.com/insights/market-cap-tier-dividend-efficiency)
  - [各行业股息效率比覆盖面排行](https://www.betalpha.com/insights/industry-dividend-efficiency-coverage)
  - [股息效率比逆转股排行榜](https://www.betalpha.com/insights/dividend-efficiency-turnaround)
  - [各行业股息效率比中位数排行](https://www.betalpha.com/insights/industry-median-dividend-efficiency)
  - [股息效率比持续攀升个股排行榜](https://www.betalpha.com/insights/consistently-rising-dividend-efficiency)
  - [行业内部股息效率比差异最大排行](https://www.betalpha.com/insights/industry-dividend-efficiency-spread)
  - [超高现金覆盖率+高股息效率个股排行榜](https://www.betalpha.com/insights/super-cash-cover-dividend)
  - [A股自由现金流收益率TOP 30排行榜](https://www.betalpha.com/insights/high-fcf-yield-top30)
  - [低支付率高股息效率双优个股排行榜](https://www.betalpha.com/insights/low-payout-high-efficiency)
  - [三优红利股：高股息效率+高FCF+健康支付率排行榜](https://www.betalpha.com/insights/triple-quality-dividend)
  - [自由现金充裕+高股息效率双优个股排行榜](https://www.betalpha.com/insights/cash-cow-dividend-efficiency)
  - [各行业股息效率比冠军大PK](https://www.betalpha.com/insights/cross-industry-dividend-efficiency-pk)
  - [持续高股息效率比个股排行榜](https://www.betalpha.com/insights/consistent-high-dividend-efficiency)
  - [股息效率比进步最快个股排行榜](https://www.betalpha.com/insights/rising-star-dividend-efficiency)
  - [股息效率比常青树排行榜](https://www.betalpha.com/insights/evergreen-dividend-efficiency)
  - [各行业股息效率比冠军榜](https://www.betalpha.com/insights/industry-champion-dividend-efficiency)
  - [银行股股息效率比大PK](https://www.betalpha.com/insights/bank-dividend-efficiency)
  - [健康支付率+高股息效率比双优个股排行榜](https://www.betalpha.com/insights/healthy-payout-high-efficiency)
  - [高自由现金流+高股息效率双优个股排行榜](https://www.betalpha.com/insights/fcf-high-efficiency)
  - [低波动高股息效率个性股排行榜](https://www.betalpha.com/insights/low-volatility-high-efficiency)
  - [A股股息效率比TOP 50排行榜](https://www.betalpha.com/insights/dividend-efficiency-top50)
  - [A股最依赖负债的行业排行榜](https://www.betalpha.com/insights/most-leveraged-industries)
  - [A股增收不增利行业排行榜](https://www.betalpha.com/insights/revenue-profit-growth-gap)
  - [A股低ROE高分红行业排行榜](https://www.betalpha.com/insights/low-roe-high-dividend)
  - [A股28个行业自由现金流收益率排行榜](https://www.betalpha.com/insights/fcf-yield-ranking)
  - [A股28个行业研发投入占比排行榜](https://www.betalpha.com/insights/rd-ranking)
  - [A股28个行业市值规模排行榜](https://www.betalpha.com/insights/market-value-ranking)
  - [高增长+高股息双优行业排行](https://www.betalpha.com/insights/dual-factor-ranking)
  - [A股28个行业股东权益占比排行榜](https://www.betalpha.com/insights/equity-asset-ratio-ranking)
  - [A股28个行业盈利增长率排行榜](https://www.betalpha.com/insights/profit-growth-ranking)
  - [A股28个行业营收增长率排行榜](https://www.betalpha.com/insights/revenue-growth-ranking)
  - [高股息+正自由现金流排行](https://www.betalpha.com/insights/dividend-fcf-ranking)
  - [A股28个行业股息效率比排行榜](https://www.betalpha.com/insights/efficiency-ratio-ranking)
  - [ROE排行榜：28个行业谁最能赚钱](https://www.betalpha.com/insights/roe-ranking)
  - [股息支付率排行榜：谁在透支谁在省](https://www.betalpha.com/insights/payout-ratio-ranking)
  - [A股28个行业股息率排行榜](https://www.betalpha.com/insights/dividend-yield-ranking)
  - [煤炭行业：高股息的煤问题](https://www.betalpha.com/insights/coal-sector-dividend-analysis)
  - [研发投入与股息：谁在砸钱做未来](https://www.betalpha.com/insights/rd-vs-dividend-analysis)
  - [高股息的含金量：ROE和自由现金流怎么看](https://www.betalpha.com/insights/dividend-quality-roe-fcf)
  - [股息支付率：哪些行业真能分](https://www.betalpha.com/insights/dividend-payout-ratio-analysis)
  - [衡量股息的性价比：股息效率比](https://www.betalpha.com/insights/dividend-efficiency-ratio)
  - [不同行业的分红能力为什么不同](https://www.betalpha.com/insights/industry-dividend-yield-differences)
  - [红利投资核心概念 FAQ](https://www.betalpha.com/insights/dividend-investing-faq)
  - [什么是红利投资](https://www.betalpha.com/insights/what-is-dividend-investing)
  - [什么是股息率](https://www.betalpha.com/insights/what-is-dividend-yield)
  - [什么是股息](https://www.betalpha.com/insights/what-is-dividend)
  - [红利应该被分类](https://www.betalpha.com/insights/dividend-should-be-classified)