| Full SIS (records, enrollment, billing ops)Canvas is an LMS — teaching layer that usually sits beside a separate SIS. | Yes | Yes | — | Yes |
| Built for cohort / career schoolsPopuli leans small colleges; Canvas is institution LMS; Classe365 is modular K–12/higher. | Yes | Partial | Partial | Partial |
| Admissions CRM + pipeline boards | Yes | Yes | — | Partial |
| Lead ads (Meta / TikTok / Google) | Yes | — | — | — |
| Student records, enrollment, registrar | Yes | Yes | — | Yes |
| Student billing & payment plans | Yes | Yes | — | Partial |
| Classroom: assignments, grades, attendanceCanvas is deepest for course delivery; Cohort Bay is classroom ops inside the SIS. | Yes | Yes | Yes | Partial |
| Rich LMS (lessons, LTI, large courses) | Partial | Yes | Yes | Partial |
| Document templates & e-sign flows | Yes | Partial | — | Partial |
| Federal financial aid / DoED | — | Yes | — | Partial |
| Housing, library, bookstore, alumni | — | Yes | — | Partial |
| Transparent public pricingPopuli publishes $199 + $9/student. Canvas is quote/contract. Classe365 publishes core bands + paid modules. | Yes | Yes | — | Partial |