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航空行业Aviation Industry

CPPPS 四维自有算法(规模+质量+创新+贡献) · 排名更新日期:2026-10-20

综述Overview

Aviation is a foundational strategic industry that "connects the world". Aircraft cross mountains, rivers, seas, and borders, carrying people, goods, capital, technology, and culture to every corner of the globe. Civil air transport is the artery of international trade and people-to-people exchange, and also the intersection of high-end manufacturing (aero-engines, avionics, composite materials) and independent innovation (the domestically produced large aircraft). China has built the world's second-largest civil aviation market, with its fleet size, passenger throughput, and international route network all ranking among the world's top; at the same time, the C919 trunk airliner entering commercial operation and the ARJ21 regional jet being delivered in batches mark a historic breakthrough in China's "independent manufacturing".
航空是"连接世界"的基础性战略产业。一架架飞机跨越山川湖海与国境线,把人员、货物、资金、技术与文化输送到地球每一个角落。民航运输是国际贸易与人员往来的动脉,也是高端制造(航空发动机、航电、复合材料)与自主创新(国产大飞机)的交汇点。中国已建成全球第二大民航市场,机队规模、旅客吞吐量、国际航线网络均居世界前列;与此同时,C919 干线客机投入商业运营、ARJ21 支线飞机批量交付,标志着中国在"自主制造"上实现了历史性突破。
Evaluating an airline cannot be "revenue-only"—large airlines easily post revenues of over a hundred billion yuan, yet their profit margins are generally thin; nor can it be "fleet-only"—low-cost carriers have modest fleets but stand on higher profitability efficiency and operational innovation; one must also look at its ability to "connect the world" (international routes) and its contribution to "independent manufacturing" (the domestically produced large aircraft). This index does not copy the positions of any public list; instead, it returns to underlying public data (operating revenue, fleet size, profit margin, market capitalization, domestically produced large aircraft/independent manufacturing, and international routes), independently building a "Scale + Quality + Innovation + Contribution" four-dimensional proprietary algorithm to comprehensively evaluate about 21 of China's most representative aviation enterprises (covering the full spectrum of the three major airlines, private full-service carriers, low-cost carriers, regional airlines, air-cargo carriers, and domestically produced aircraft manufacturers).
评价一家航空企业,不能"唯营收论"——大型航空公司营收动辄上千亿元,但利润率普遍微薄;也不能"唯机队论"——低成本航空机队不大,却以更高的盈利效率与运营创新立足;更要看它"连接世界"的能力(国际航线)与"自主制造"的贡献(国产大飞机)。本指数不摘抄任何公开榜单的名次,而是回归底层公开数据(营业收入、机队规模、利润率、市值、国产大飞机/自主制造、国际航线),自行构建"规模 + 质量 + 创新 + 贡献"四维自有算法,对中国约 21 家最具代表性的航空企业(涵盖三大航、民营全服务、低成本、支线、航空货运与国产飞机制造全谱系)进行综合评价。
Evaluation results: Air China, China Southern Airlines, China Eastern Airlines, Spring Airlines, and COMAC rank in the top five, while Air China, China Southern Airlines, China Eastern Airlines, Spring Airlines, COMAC, Hainan Airlines Holding, XiamenAir, Juneyao Airlines, SF Airlines, and China Cargo Airlines enter the top ten. Overall, the three major airlines with the largest fleet and revenue scale and the widest international route network firmly occupy the top positions; the manufacturer focused on independent development of the domestically produced large aircraft enters the first tier thanks to a full score on the Innovation dimension; private carriers standing on high profit margins and low-cost models, and air-cargo enterprises distinguished by high-profit cargo and smart logistics, follow closely behind; regional and local airlines rank lower because of relatively limited scale and international connectivity. This ranking is based on approximate values from public common knowledge (marked "subject to official sources"), referring to listed companies' annual reports, the Civil Aviation Administration of China, IATA, and aircraft manufacturers' public delivery data; it is permanently free and public and provided for research and reference only.
评价结果:中国国航、南方航空、东方航空、春秋航空、中国商飞 位列前五,中国国航、南方航空、东方航空、春秋航空、中国商飞、海航控股、厦门航空、吉祥航空、顺丰航空、中国货运航空 进入前十。整体看,机队与营收规模庞大、国际航线网络最广的三大航稳居前列;专注国产大飞机自主研制的制造商凭借创新维度满分而进入第一梯队;以高利润率与低成本模式立足的民营航司、以高盈利货运与智慧物流见长的航空货运企业紧随其后;支线与区域航司因规模与国际连接相对有限而靠后。本排名数据以公开常识近似值为准(标注"以官方为准"),参考上市公司年度报告、中国民用航空局、IATA 及飞机制造商公开交付数据,永久免费公开,仅供研究与参考。

分层梯队Tiers

A++ 前三Top 3 A+ 四至十4th–10th A 十一至二十11th–20th B 其余Rest

航空企业综合排名(约21家)Comprehensive Ranking of Aviation Companies (about 21)

排名公司类型综合指数规模质量创新贡献营收(亿)机队(架)净利率(%)市值(亿)梯队
1中国国航Air China全服务·央企三大航78.2699.360.345.5100.015509001.51300A++
2南方航空China Southern Airlines全服务·央企三大航73.38100.056.838.291.616009051.5950A++
3东方航空China Eastern Airlines全服务·央企三大航72.9392.055.341.894.714007901.0950A++
4春秋航空Spring Airlines低成本55.6632.590.654.552.621012515.0560A+
5中国商飞COMAC飞机制造·国产大飞机54.6644.453.4100.026.33502301.0800A+
6海航控股Hainan Airlines Holding全服务·民营53.2355.149.136.468.45203402.0420A+
7厦门航空Xiamen Airlines全服务·南航系48.5542.550.441.857.93302104.0280A+
8吉祥航空Juneyao Airlines全服务·民营46.5531.660.849.147.42001207.0320A+
9顺丰航空SF Airlines航空货运·快递航空44.3926.658.460.036.8150908.0200A+
10中国货运航空China Cargo Airlines航空货运·东航物流系39.8118.867.036.442.11101512.0150A+
11四川航空Sichuan Airlines全服务39.5743.341.930.942.13801952.0220A
12深圳航空Shenzhen Airlines全服务·国航系37.0744.540.327.336.84002051.0250A
13山东航空Shandong Airlines全服务·国航系27.8631.622.923.631.61901300.560A
14长龙航空Loong Air全服务·民营25.6921.340.723.621.1105705.090A
15首都航空Beijing Capital Airlines全服务·海航系25.423.427.618.231.6120801.080A
16中国邮政航空China Postal Airlines航空货运·邮航24.617.239.318.226.385405.080A
17华夏航空China Express Airlines支线19.7817.427.327.310.575702.060A
18祥鹏航空Lucky Air低成本·海航系16.1417.019.812.715.880501.040A
19东海航空Donghai Airlines全服务·民营10.4611.615.15.510.555320.530A
20幸福航空Joy Air支线·国产民机示范9.190.40.036.40.02222-2.015A
21北部湾航空GX Airlines支线·海航系8.039.013.10.010.545270.525B
指标口径:规模=营业收入(取对数)+机队规模(航空公司为运营机队架数;制造商为累计交付飞机架数 ARJ21+C919 口径);质量=净利率+市值(市值取对数,未上市企业为估值近似);创新=国产大飞机/自主制造·数字化·国产化率·商业模式创新评分(0-100);贡献=国际航线评分(国际航线数量·覆盖国家·洲际通达,0-100,衡量"连接世界的贡献")。全部底层数据为公开常识近似值(2023-2024 年报口径为主),以官方为准。
Indicator definitions: Scale = operating revenue (log-transformed) + fleet size (for airlines, number of aircraft in operation; for manufacturers, cumulative delivered aircraft under the ARJ21+C919 basis); Quality = net margin + market cap (market cap log-transformed, unlisted companies are valuation approximations); Innovation = domestic large aircraft/independent manufacturing·digitalization·localization rate·business model innovation score (0-100); Contribution = international route score (number of international routes·countries covered·intercontinental connectivity, 0-100, measuring the "contribution of connecting the world"). All underlying data are public approximate values (mainly 2023-2024 annual report basis), subject to official figures.

算法详细论述Methodology

一、评价依据

The value of an aviation enterprise has the dual attributes of "commercial operation" and "national strategic infrastructure". This algorithm accordingly constructs a four-dimensional framework:
航空企业的价值,兼具"商业经营"与"国家战略基础设施"双重属性。本算法据此构建四维框架:
  1. 规模(营业收入、机队规模):营业收入衡量经营体量与市场份额,机队规模衡量"运力与承运能力"。航空是典型的重资产、强规模经济行业——机队越大、航线越密,单位成本越低、网络协同越强。对营收这类头部垄断明显的大跨度指标取对数,避免单一巨头垄断排序。
  2. 质量(净利率、市值):航空业燃油、汇率、起降费等成本刚性,利润率普遍偏低,因此"能否在微利行业里实现高盈利"是经营质量的核心标尺;市值衡量市场对企业长期价值与盈利质量的集体定价,二者结合反映"既赚钱、又受认可"的经营质量。
  3. 创新(国产大飞机/自主制造):航空是高端制造的皇冠,大飞机被誉为"工业之花"。国产大飞机(C919/ARJ21/C929)的自主研制与商业运营,是中国摆脱长期"买波音、买空客"格局的关键一跃。本维度综合国产大飞机参与度、自主制造能力、数字化与商业模式创新(如低成本运营)进行评分。
  4. 贡献(国际航线):本榜特色维度。航空的本质价值是"连接"——国际航线的多少、覆盖国家的广度、洲际通达的能力,直接决定一家航企为世界互联互通、国际贸易、人文交流所作的真实贡献。故将"国际航线"单独成维并赋予最高权重,呼应 CPPPS 一贯强调的"贡献"视角。

二、数学模型

Each indicator is first min-max normalized into [0,1] (revenue and market capitalization are log-transformed before normalization), then weighted and summed, and finally multiplied by 100 to obtain a 0~100 score:
各指标先经 min-max 归一化映射到 [0,1](营收、市值取对数后再归一化),再按权重加权求和,最终乘以 100 得到 0~100 分:
规模 S = 0.5·log₁₀(营收)′ + 0.5·机队′ 质量 Q = 0.5·净利率′ + 0.5·log₁₀(市值)′ 创新 I = 国产大飞机/自主制造′ 贡献 C = 国际航线′ 综合指数 = 100 × ( 0.25·S + 0.20·Q + 0.25·I + 0.30·C )
Here x′ denotes the normalized value of indicator x: x′ = (x − xmin) / (xmax − xmin); log₁₀ is the common logarithm, used to weaken the top-tier monopoly of revenue and market capitalization. The four-dimension weights sum to 1, ensuring that the index stably falls within 0~100.
其中 x′ 表示指标 x 的归一化值:x′ = (x − xmin) / (xmax − xmin);log₁₀ 为常用对数,用于弱化营收、市值的头部垄断。四维权重之和为 1,保证指数稳定落在 0~100。

三、指标与权重依据

维度指标处理维度权重依据
规模营业收入取对数0.25(内 0.5)经营体量与市场份额;取对数避免头部垄断
规模机队规模线性0.25(内 0.5)运力与承运能力,重资产规模经济
质量净利率线性0.20(内 0.5)微利行业中的真实盈利能力
质量市值取对数0.20(内 0.5)市场对长期价值的集体定价
创新国产大飞机/自主制造线性0.25大飞机自主研制、国产化率、数字化与商业模式创新
贡献国际航线线性0.30CPPPS 特色:连接世界的真实贡献
The weight design follows "contribution first, equal emphasis on scale and innovation, and steady quality": international routes (Contribution) carry the highest weight of 0.30, reflecting aviation's essential mission of "connecting the world"; Scale and Innovation are 0.25 each—Scale reflects carrying capacity, and Innovation reflects the "national treasure" status of independent manufacturing; Quality is 0.20, with revenue and market capitalization log-transformed, both rewarding high-profit private/cargo carriers and avoiding "market-cap-only" thinking. Within the Scale and Quality dimensions, indicators are equally weighted at 0.5, keeping the model simple and reproducible.
权重设计遵循"贡献优先、规模与创新并重、质量稳健":国际航线(贡献)权重最高 0.30,体现航空"连接世界"的本质使命;规模与创新各 0.25——规模反映承载能力,创新反映自主制造的国之重器地位;质量 0.20 且营收、市值取对数,既奖励高盈利的民营/货运航司,又避免"唯市值论"。规模、质量维度内指标均 0.5 等权,保持简洁可复现。

四、数据来源与局限性

Operating revenue, net margin, and market capitalization use approximate common-knowledge values from listed companies' annual reports (mainly the 2023-2024 reporting period) and public data from Wind, East Money Choice, and CNINFO, with unlisted enterprises' market capitalization being an approximate valuation; fleet size refers to the CAAC's "Statistical Bulletin on the Development of the Civil Aviation Industry", the Planespotters/IATA fleet databases, and each company's disclosures; the domestically produced large aircraft/independent manufacturing score refers to COMAC's public delivery and development progress for the C919/ARJ21/C929 and airlines' introduction of domestically produced aircraft; the international-route score refers to the CAAC's international-route approvals and each company's route-network disclosures. All data are uniformly marked "subject to official sources". This model does not include operational details that are difficult to quantify uniformly, such as safety records, punctuality, load factor, unit costs (ASK/CASK), and frequent-flyer scale, and the approximate values contain errors; the ranking is for research and reference only.
营业收入、净利率、市值采用上市公司年度报告(2023-2024 口径为主)及 Wind、东方财富 Choice、巨潮资讯网等公开数据的常识近似值,未上市企业市值为估值近似;机队规模参考中国民用航空局《民航行业发展统计公报》、Planespotters/IATA 机队数据库及各公司披露;国产大飞机/自主制造评分参考中国商飞 C919/ARJ21/C929 公开交付与研制进度、航空公司国产机队引进情况;国际航线评分参考民航局国际航线批复与各公司航线网络披露。所有数据一律标注"以官方为准"。本模型不包含安全记录、准点率、客座率、单位成本(ASK/CASK)、常旅客规模等难以统一量化的运营细节,且近似值存在误差,排名仅供研究与参考。

五、参考文献

  1. 中国民用航空局:《民航行业发展统计公报》——机队、旅客吞吐量、航线网络统计。
  2. 国际航空运输协会(IATA):全球航空运输统计与连通性(Air Connectivity)数据。
  3. 国际民用航空组织(ICAO):国际航空运输与安全运行公约及统计。
  4. 中国商飞:C919/ARJ21/C929 项目公开研制与交付信息。
  5. 国务院:《"十四五"民用航空发展规划》——国产大飞机与航空强国战略。
  6. 中国证监会:《上市公司信息披露管理办法》——财务数据披露规范。
  7. 财政部:《企业会计准则》——营业收入、净利润等核算口径。
  8. 上市公司年度报告、Wind、东方财富 Choice、巨潮资讯网等公开数据。
  9. Doganis, R.(2019):《Flying Off Course》——航空经济学与航线网络理论。

说明Notes

本版采用 CPPPS 四维自有算法(规模+质量+创新+贡献),不摘抄任何公开榜单名次,仅用底层公开常识近似值自算:综合指数=100×(0.25·规模+0.20·质量+0.25·创新+0.30·贡献);规模=营收(取对数)+机队、质量=净利率+市值(市值取对数)、创新=国产大飞机/自主制造评分、贡献=国际航线评分(连接世界的贡献)。数据为公开常识近似值(2023-2024 年报口径为主),机队对制造商按累计交付架数折算、未上市企业市值为估值近似,以官方为准。排名永久免费公开,永不卖榜,仅供研究与参考。
This edition adopts the CPPPS four-dimension proprietary algorithm (scale + quality + innovation + contribution), and does not reproduce the rankings of any existing brand list: ① Scale S=0.70·log₁₀(revenue)+0.30·coverage, with revenue log-transformed to curb top-tier monopoly; ② Quality Q=0.45·premium (net profit margin)+0.35·loyalty+0.20·awareness, with premium measured as "net profit ÷ revenue" to gauge brand substance; ③ Innovation I=brand innovation capability; ④ Contribution C=employment/industry chain pull-through (CPPPS signature dimension, generally absent in international brand lists). Composite = 100×(0.32·S+0.28·Q+0.22·I+0.18·C). Data are public approximate values, uniformly subject to official figures. The ranking is permanently free and public, and rankings are never sold.