Unit economics are decent-for-manufacturing and operationally leveraged — they improve at scale — but the gross margin is mid-30s, not software-like, and the cash conversion is too erratic to treat reported profit as cash. This is a "healthy but not protective" economic profile: good enough to run a business, not high enough to rescue an investor who overpays.
Gross margin and incremental returns. Core reducer-and-parts gross margin was 36.8% in 2025 — solid for precision machining but well below the ~47–49% the prospectus showed in 2017–2019, when the company was smaller and the cycle different. The cost structure explains the operating leverage: 2025 segment cost was 41.5% direct materials, 26.0% direct labor, 23.4% manufacturing expense, and 9.1% outsourced processing. Because a meaningful chunk is fixed (equipment, process development, quality assurance), volume sharply improves manufacturing-cost absorption — which is exactly why 2025 (revenue +47.3% on +72.5% reducer units) looked so much stronger than 2024. So yes, incremental returns improve at scale. The flip side: when volumes stall, the income statement does not forgive, as 2024 demonstrated. This is a margin story that lives and dies on utilization.
Cash conversion is the explicit weak link. The report lays out operating-cash-flow-to-net-profit ratios that swing wildly: ~0.01x (2017), 0.18x (2018), 0.56x (2019), 1.76x (2023), 0.50x (2024), and 1.22x (2025). Q1 2026 operating cash flow then dropped 68.6% year on year to just RMB 5.4 million (vs RMB 32.6 million net profit) — management blamed maturing bank acceptance bills. The lesson the report draws: headline earnings understate cash in some years and overstate it in others, so the stock cannot be valued on reported net income, and it defaults to an owner-earnings framework. For unit economics this means the accruals look better than the cash, and working-capital drag is a recurring feature, not a one-off — a real demerit in a richly priced name.