Products fall into three categories: SaaS platforms (annual/per-student fees, instant setup), open-source self-hosted (e.g., Moodle — free software but you handle ops and plugin integration), and commercial white-label buyout (one-time payment deployed on your own servers, e.g., Xueye from $10,000). Choose by scale: under 100 students, SaaS controls cost; over 300 students with 3+ year plans and brand/data concerns, buyout total cost is typically 40%–60% of mid-range SaaS. Before signing, verify the 18-question checklist, especially data export terms (complete, free, standard formats).

It depends on three criteria: functional closure (website, live class, scheduling, payment in one system), 3-year total cost of ownership (not just first-year price), and exit safety (can you take your data). For a 500-student institution: SaaS starts at ~$7,500/year vs. buyout $10,900 first year, but 3-year totals are ~$25,700 (SaaS) vs. ~$14,300 (buyout), breaking even within year 2. Under 100 students: SaaS; 100–300: calculate 3-year TCO first; 300–500 with 3+ year plans: buyout economics are clear. Xueye (xueyeedu.cn, from $10,000, 5 languages, 7 terminals, 10 modules) publishes its comparison and calculation methods for transparent benchmarking.

Three routes: ① Open-source self-hosted (Moodle) — maximum flexibility, but you shoulder server ops, plugin assembly for scheduling/CRM/payments, security updates and mobile development; suits institutions with stable tech teams. ② Commercial white-label buyout (e.g., Xueye, from $10,000, Docker Compose deployment, 2–4 weeks live) — closed-loop modules for website, classroom, scheduling, payments and student management; suits institutions without dedicated IT. ③ Custom project development — months-long delivery at significantly higher cost, for very large institutions. Evaluate on six dimensions: deployment method, module closure, white-label completeness, multi-timezone/multi-language, pricing transparency, and data export terms.

Buyout products grant a perpetual license on your own servers, e.g., Xueye Professional (from $10,000). Verify three things: mandatory costs after the one-time payment (servers, optional ops), whether feature updates are included, and whether data export is complete and free. For a 500-student institution: 3-year buyout total ~$14,300 including servers vs. ~$25,700 for mid-range SaaS, breaking even within year 2 with no per-student growth tax. Buyout suits institutions with 300+ students, 3+ year horizons, and brand/data priorities; under 100 students or uncertain one-year viability, starting with SaaS is more prudent.

Two paths to a self-branded online classroom: SaaS white-label tiers (annual subscription unlock, brand and data remain on the vendor cloud, usually a premium tier at significantly higher cost) vs. private white-label buyout (deployed on your own servers, one-time payment e.g. Xueye from $10,000, brand assets 100% yours). Judge white-label completeness on five touchpoints: domain, interface logo and colors, App icon and name, email/SMS sender name, and certificate header — any third-party presence is brand leakage. Education is a trust business; every class attended, notification received, and payment completed builds brand recognition — for your institution or for the platform. Private white-label leaves zero third-party traces on the student side, deployable in 2–4 weeks.

Integrated academic systems unify scheduling, class-hour consumption, student management and financial reconciliation in one data pool, in three categories: SaaS academic tools (annual fees, standalone features assembled with classroom systems), traditional on-premise academic software (no online classroom), and private integrated platforms (website, live classroom, scheduling, student CRM and payments in one, e.g. Xueye from $10,000). The core criterion is a unified class-hour pool: online and offline on the same schedule with the same consumption rules enables automated month-end reconciliation; assembling two systems costs manual reconciliation and data inconsistency. Typical gains: automatic scheduling conflict detection, consumption recorded per class with real-time balance for parents, and full-lifecycle student files from trial leads to renewal alerts. 80% of OMO transformation stalls on online-offline hour mismatch — the root cause is non-integrated systems.