GNIOT Cutoffs: A Wide Branch-by-Branch Spread Worth Reading Carefully

Within the Computer Science family specifically, the newer AI/ML, Data Science, and Cyber Security specialisations close somewhat less competitively than the standard CSE branch - Data Science closes around 8,07,606 and Cyber Security around 7,62,169, both looser than plain CSE's 5,77,303 closing rank. This is a useful signal for students who specifically want a CSE-adjacent specialisation: the newer, more narrowly branded tracks may currently offer a slightly more accessible entry point than the standard CSE branch, likely because applicant familiarity and demand for these newer titles has not yet caught up to the established CSE brand recognition.

Cutoff Strategies for Different Aspirants

For students chasing CSE specifically: GNIOT's plain CSE branch is the most competitive seat on campus by a wide margin, and a UPTAC rank meaningfully worse than roughly 5,00,000-6,00,000 should not bank on a CSE seat through general counselling rounds - though the management quota's separate merit-based mapping may still be worth exploring directly with the admissions office. For students open to a CSE-adjacent specialisation: the AI, Data Science, and Cyber Security tracks currently close less competitively than plain CSE, which can be a pragmatic way to study computing-adjacent content at GNIOT with a rank that would not clear standard CSE. For core branch aspirants: Civil, Electrical, and Mechanical close considerably more loosely across the board, making them realistic options for students with ranks beyond 8,00,000 - but these students should weigh that accessibility against the placement-cell pattern of core-branch graduates often being absorbed into IT-sector roles rather than core engineering positions.