China — RG Research
Reality Gap analysis for 7 major HK-listed Chinese companies. Pilot dataset · 4 annual periods · All values in HKD billions.
1. Preliminary Findings
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.
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.
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.
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.
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.
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.
5. Structural Patterns
Fundamental-covered (RG10 < 1.0)
Market cap at or below estimated fundamental base.
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.
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).