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Is Ohio State's MS in Computer Science a Cash Cow? (2026)

Public R1, ~$82K–$91K non-resident, STEM-OPT—but a real thesis track, in-house, and it publishes outcomes. We score OSU's MS CSE: 39/100.

Nirmal Thacker, Founder, GradPilot · CS, Georgia TechJune 22, 20266 min read
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Is Ohio State's MS in Computer Science a Cash Cow? The Data (2026)

The Ohio State University runs an MS in Computer Science & Engineering (CSE) at its Columbus campus — a large public R1 and AAU member with a department of roughly 175 master's and 263 doctoral students. The program markets "up to three (3) years of work permission" for international graduates, a familiar STEM-OPT pitch. So we ran it through our Cash-Cow Index — an 8-test rubric scored entirely on public facts — to see whether the structure looks revenue-driven or like a conventional research department.

The data

Test (max)FindingSourceConfidence
International (22)No program- or department-level international share is published. University-wide, OSU enrolled ~5,996 international students (Fall 2025, down 4.9% YoY), ~9–10% of the student body, ranked 30th nationally; Engineering was one of the few colleges with an increase (+39). No basis to call the MS CSE majority-international.irp.osu.edu ; oia.osu.edu (Open Doors 2025) ; thelantern.comHigh (university) / program not published
Full-pay (18)Non-resident $2,746.18/credit-hour (instructional $829.75 + general/union fees + $1,874.50 non-resident surcharge), 2025-26. 30 cr (thesis) ≈ $82K; 33 cr (coursework) ≈ $91K. Official international grad budget ≈ $100,114/yr all-in. No guaranteed MS funding.registrar.osu.edu ; gpadmissions.osu.eduHigh
Open-door (12)"GRE scores are not required." But three recommendation letters + statement of purpose required; min 3.0 GPA ("majority… 3.5 or higher"); selective R1. No published acceptance rate.cse.osu.edu/graduate/cse-graduate-admissionsHigh
One-year (10)A real thesis (Research) Track exists — 30 cr, original-research thesis, example plans span two years. Coursework Track (33 cr) adds a written comprehensive exam. Not a one-year coursework-only design.cse.osu.edu/graduate/master-science-programHigh
Middleman (12)No OPM. On-campus, in-house program in a traditional R1 department (Dreese Lab, 2015 Neil Ave.); no 2U/Coursera/edX partner disclosed.cse.osu.edu ; gpadmissions.osu.eduMed-High
Factory (10)Large but tenure-track-heavy (52 tenure-track + 1 research prof + 10 professors of practice + 28 lecturers); 175 MS / 263 PhD; established department, not a newly launched revenue unit.cse.osu.edu/about-cseHigh
Visa (6)Program page markets verbatim: international graduates may apply per DHS for "up to three (3) years of work permission" (STEM-OPT).gpadmissions.osu.edu/programs/program.aspx?prog=0052High
Outcomes (10)OSU publishes verifiable outcomes — College of Engineering / Engineering Career Services dashboards report employment status and starting salaries filterable by degree level and area of study (incl. CSE master's), drawn from the IRP Post-graduation Survey.ecs.osu.edu ; engineering.osu.eduHigh

The score

International 6 · Full-pay 11 · Open-door 6 · One-year 3 · Middleman 2 · Factory 3 · Visa 6 · Outcomes 2Total ≈ 39 / 100 — "Some markers."

This lands low, and honestly so. The only tests it scores meaningfully on are Full-pay (a non-resident sticker near $82K–$91K, with no guaranteed master's funding) and Visa (the STEM-OPT runway is marketed right on the program page). Almost everything else points away from a cash-cow profile: there is no published program-level international share to anchor the signature marker (the University is only ~9–10% international and declining); the program runs in-house with no OPM skimming tuition; the faculty is tenure-track-heavy, not an adjunct factory; it offers a genuine research thesis track over two years rather than a one-year coursework funnel; and — unlike most programs we review — it actually publishes graduate outcomes. The structure reads like a conventional public-university CS department that happens to charge non-resident rates, not a revenue line dressed as a degree.

Mitigating context

Ohio State is a public R1 and AAU member with a long-established, research-active CSE department; the MS includes a real thesis option, a tenure-track faculty core, and published post-graduation data — all markers of an academic program rather than an extraction model. Non-resident tuition is real money, but it sits well below the six-figure private-school sticker, and more of it stays inside the institution because there is no for-profit online-program manager taking a cut. For a STEM applicant who wants a public-university research brand, OPT eligibility, and the option to do a thesis, this can be a rational choice — provided you budget for the full non-resident cost and assume little-to-no guaranteed funding, which our data on assistantship funding for international MS students shows is the norm at the master's level. The one transparency gap worth pushing on: the absence of a published program-level international-enrollment figure and acceptance rate.

For comparison, programs that score higher on the same rubric include Columbia's SPS Applied Analytics and UT Dallas's MS ITM; the low-score benchmark for a genuinely good deal is Georgia Tech's OMSCS. It sits near our other public-university scores — Penn State's MS in Data Analytics and Wisconsin's MS in Data Science, publishing together in this series — and is one data point in the broader cash-cow master's investigation.

Right of reply. Ohio State and its CSE department are welcome to respond — including program-specific international-enrollment data or an acceptance rate — and we will publish it in full.

This is opinion and structural analysis based on public data as of June 2026 — not financial, immigration, or admissions advice. Figures change; verify current terms with the program. "Cash cow" is an evaluative label for a revenue-oriented structure, not an allegation of wrongdoing. GradPilot is independent and unaffiliated with Ohio State.

Sources

OSU CSE Master of Science program and graduate-admissions pages, and "About CSE" headcounts (cse.osu.edu); MS CSE program page (gpadmissions.osu.edu); 2025-26 graduate tuition and fees (registrar.osu.edu); Office of International Affairs Open Doors rankings, Nov 2025 (oia.osu.edu); OSU Institutional Research & Planning statistical summary (irp.osu.edu); The Lantern enrollment report, Sept 2025 (thelantern.com); College of Engineering post-graduate outcomes and Engineering Career Services salary dashboards (engineering.osu.edu ; ecs.osu.edu). Accessed June 2026.

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