Reality Gap

China — RG Research

Reality Gap analysis for 7 major HK-listed Chinese companies. Pilot dataset · 4 annual periods · All values in HKD billions.

Prototype-grade data Source: yfinance / Yahoo Finance H-share market cap basis

1. Preliminary Findings

tentative

State-owned energy and telecom (CNOOC RG10 0.69, China Mobile 0.68) trade with market caps at or below their RG fundamental base — a structural pattern absent from US large-cap tech.

tentative

Chinese tech names (Tencent 1.74, Meituan 2.59, Alibaba 1.43) show RG10 above 1.0, but remain well below comparable US tech multiples. The gap appears structurally smaller on the Hang Seng.

finding

CNOOC's RG10 moved from 0.14 (FY2021) to 0.69 (FY2024) — a full re-rating driven by oil price recovery and dividend increases, not intangible value creation.

finding

Meituan's RG10 compressed from 9.24 (FY2021) to 2.59 (FY2024) as the company moved from heavy losses to profitability, collapsing the smoothed-earnings denominator problem.

open

BYD (RG10 2.08) is harder to interpret: a capital-intensive manufacturer with rapidly growing intangibles (R&D capitalisation). Whether the RG formula handles this correctly under ASBE accounting standards requires further analysis.

2. RG10 Comparison — Current Period

Sorted by RG10 descending. Bar width proportional to RG10 value.

Meituan
3690.HK Technology 2.59
RG8 2.7 · RG10 2.6 · RG12 2.5 FY2024
BYD
1211.HK Consumer Discretionary 2.08
RG8 2.4 · RG10 2.1 · RG12 1.9 FY2025
Tencent
0700.HK Technology 1.74
RG8 2.0 · RG10 1.7 · RG12 1.5 FY2024
Alibaba
9988.HK Consumer Discretionary 1.43
RG8 1.6 · RG10 1.4 · RG12 1.3 FY2025 (Mar)
JD.com
9618.HK Consumer Discretionary 0.99
RG8 1.1 · RG10 1.0 · RG12 0.9 FY2024
CNOOC
0883.HK Energy 0.69
RG8 0.8 · RG10 0.7 · RG12 0.6 FY2024
China Mobile
0941.HK Telecommunications 0.68
RG8 0.8 · RG10 0.7 · RG12 0.6 FY2024
RG10 < 1.0 (fundamental cover) 1–2 2–4 RG10 = 1.0 reference

3. Full Metrics Table

Company MC (B HKD) TE (B HKD) Goodwill Intangibles G (4yr avg) Net Income RG8 RG10 RG12
Meituan 3690.HK 495 142 28 2 5 36 2.73 2.59 2.47
BYD 1211.HK 1,028 194 4 47 30 33 2.37 2.08 1.86
Tencent 0700.HK 4,421 742 142 90 181 194 2.02 1.74 1.52
Alibaba 9988.HK 2,263 721 256 34 86 129 1.61 1.43 1.29
JD.com 9618.HK 345 169 26 45 18 41 1.10 0.99 0.89
CNOOC 0883.HK 1,331 731 15 2 118 138 0.79 0.69 0.62
China Mobile 0941.HK 1,752 1,304 35 53 128 138 0.75 0.68 0.62

Current period data. G = 4-year average net income (smoothed earnings). All in HKD billions.

4. RG10 Over Time — Per Company

4 annual periods. Bar = RG10 value. Reference line at 1.0.

Tencent 0700.HK · Technology
Current RG10: 1.74
FY2021 1.54
FY2022 1.20
FY2023 1.08
FY2024 1.74
Alibaba 9988.HK · Consumer Discretionary
Current RG10: 1.43
FY2023 (Mar) 1.07
FY2024 (Mar) 0.93
FY2025 (Mar) 1.43
China Mobile 0941.HK · Telecommunications
Current RG10: 0.68
FY2021 0.30
FY2022 0.35
FY2023 0.47
FY2024 0.68
Meituan 3690.HK · Technology
Current RG10: 2.59
FY2021 9.24
FY2022 6.66
FY2023 2.69
FY2024 2.59
JD.com 9618.HK · Consumer Discretionary
Current RG10: 0.99
FY2021 1.96
FY2022 1.72
FY2023 0.83
FY2024 0.99
CNOOC 0883.HK · Energy
Current RG10: 0.69
FY2021 0.14
FY2022 0.20
FY2023 0.27
FY2024 0.69
BYD 1211.HK · Consumer Discretionary
Current RG10: 2.08
FY2022 0.60
FY2023 0.65
FY2024 0.73
FY2025 2.08

5. Structural Patterns

Fundamental-covered (RG10 < 1.0)

Market cap at or below estimated fundamental base.

JD.com 0.99
CNOOC 0.69
China Mobile 0.68

State-owned enterprises with large tangible asset bases and steady earnings tend to cluster here. On US and EU markets this is rare among large-caps.

Fundamental gap (RG10 ≥ 1.0)

Market cap exceeds estimated fundamental base.

Meituan 2.59
BYD 2.08
Tencent 1.74
Alibaba 1.43

Internet/tech and fast-growth names. Even here, RG10 is markedly lower than comparable US tech (Apple 2.9, Microsoft ~12, NVIDIA ≫ 10). The Hang Seng premium appears structurally compressed.

6. Methodology and Limitations

Dimension Status Note
Source yfinance / Yahoo Finance Re-aggregated from HKEX filings. Not audited. Prototype-grade only.
Coverage 7 companies, HK-listed H-share basis. A-share-dominant SOEs (ICBC, PetroChina) excluded due to inconsistent market cap reconstruction.
Historical depth 4 annual periods (FY2021–FY2024/25) Insufficient for long-horizon fragility analysis. SEC XBRL covers US back to 2009.
Market cap Current MC or shares × year-end close Historical MC approximated using current shares outstanding × year-end price. Share count drift not corrected.
Earnings smoothing 4-year average net income Fixed across all periods (same G for all obs). True rolling smoothing not applied in this pilot.
Currency HKD billions throughout No CNY/HKD FX adjustment. No CPI inflation adjustment (unlike US dataset).
Accounting standards ASBE (Chinese GAAP) Differs from IFRS/US GAAP: goodwill impairment, R&D capitalisation, minority interest treatment. RG interpretation may require adjustment.
Goodwill & intangibles Present for 6/7 companies ICBC: no goodwill/intangibles reported in yfinance schema (bank balance sheet structure).

7. Extension Roadmap

Phase What Source Status
1 — Current 7 HK-listed large-caps, FY2021–FY2024, H-share basis yfinance / Yahoo Finance live
2 — Deepen Tushare Pro free token → A-share fundamentals 2007–present for 30+ companies Tushare Pro (free registration) planned
3 — Broaden Expand to CSI 300 constituents, add HKEX historical prices AKShare / Baostock (Chinese IP required) planned
4 — Cross-market RG comparison: Hang Seng vs S&P 500 vs Nikkei 225 vs DAX 40 on unified basis All existing sources + Phase 2–3 exploratory

All data is illustrative and for research purposes only. Not investment advice. Data sourced via yfinance / Yahoo Finance from HKEX-reported financials. Values in HKD billions. RG = Market Cap / (Tangible Equity + N × Smoothed Earnings).