The online assessment at Vanilla Networks generally includes both objective (MCQ) questions and basic coding problems, making it moderately easy for freshers. The MCQ section typically tests aptitude, programming fundamentals, and core concepts like OOPs and databases, while the coding section focuses on simple logic-based problems rather than complex algorithms. This makes the test accessible, but it also means that accuracy in MCQs is just as important as coding performance. Overall, the assessment is beginner-friendly and focuses more on fundamental understanding than advanced problem-solving, though it may not be very challenging or deeply technical compared to larger product-based companies.