Updated : 15 hours ago
View Complete ArticleChecked 25 September 2026. The formula is from the GATE 2027 brochure; every DA figure is from the official GATE 2024, 2025 and 2026 statistical reports. 2027 figures are unknown until the result on 19 March 2027.
GATE turns your marks into a score out of 1000, and IITs, IISc and most other institutes admit on the score. For Data Science and AI the conversion matters more than for most papers, because the DA field has changed fast: appeared candidates rose from 39,210 in 2024 to 69,242 in 2026, and the qualifying mark fell from 37.1 to 26.4 over the same period.
This guide gives the official formula, the real DA inputs for all three years it has been held, the official score-to-rank table from each year's report, and a calculator so you can see what your mock-test marks would have been worth.
All from the official statistical reports.
The official DA qualifying marks agree with the reports' own μ + σ to one decimal: 23.43 + 13.76 = 37.19 → 37.1 (2024); 17.70 + 11.39 = 29.09 → 29 (2025); 15.45 + 11.00 = 26.45 → 26.4 (2026).
| Year (organiser) | Appeared | Qualified | Mean / SD | Qualifying GEN / OBC-EWS / SC-ST-PwD | Mt | Highest |
|---|---|---|---|---|---|---|
| 2026 (IIT Guwahati) | 69,242 | 12,849 | 15.45 / 11.00 | 26.4 / 23.7 / 17.5 | 72.01 | 90 |
| 2025 (IIT Roorkee) | 57,054 | 11,007 | 17.70 / 11.39 | 29 / 26.1 / 19.3 | 75.89 | 96.33 |
| 2024 (IISc) | 39,210 | 8,377 | 23.43 / 13.76 | 37.1 / 33.3 / 24.7 | 76.99 | 90 |
Official statistical reports. Score per mark above the qualifying line is 550 / (Mt − Mq): about 13.8 in 2024, 11.7 in 2025 and 12.1 in 2026. What rose steadily was the score for any fixed mark, because the qualifying mark fell.
The DA trend is the opposite of what many candidates assume. As the paper grew from 39,000 to 69,000 candidates, the average mark fell from 23.4 to 15.5 — whether because the paper got harder, the field got broader, or both, the numbers alone cannot tell. The effect on you is clear, though: the same marks earned a higher score in 2026 than in 2024. Scores can also be negative: the lowest 2026 DA mark was −13.67, and the formula gives such a mark a negative score.
The same numbers as tables, for readers on a simplified view:
| Marks | Score on 2026 field | Score on 2025 field | Score on 2024 field |
|---|---|---|---|
| 25 | 333 | 303 | 183 |
| 30 | 393 | 362 | 252 |
| 35 | 454 | 420 | 321 |
| 40 | 514 | 479 | 390 |
| 45 | 574 | 538 | 459 |
| 50 | 635 | 596 | 528 |
| 55 | 695 | 655 | 597 |
| 60 | 755 | 714 | 666 |
| 65 | 815 | 772 | 735 |
| 70 | 876 | 831 | 804 |
Computed with the official formula and each year's official Mq and Mt, capped at 1000 (no floor — very low marks give negative scores). As a check, it reproduces the official 2026 OBC-NCL/EWS qualifying score of 317 and the 2025 figure of 316.
| 2024 | 2025 | 2026 | Marks (or more) |
|---|---|---|---|
| 78 | 67 | 38 | 70 |
| 464 | 243 | 211 | 60 |
| 1,789 | 789 | 767 | 50 |
| 5,157 | 2,573 | 2,411 | 40 |
| 11,412 | 7,746 | 7,006 | 30 |
| 21,367 | 19,844 | 19,278 | 20 |
Each cell is the number of candidates at or above that mark, added up from the official 10-mark distribution table in each report. Scoring exactly that mark, your rank would have been about that number or better — it is an upper bound. Our arithmetic on official data.
Despite 30,000 more candidates in 2026 than in 2024, fewer than half as many scored 50+.
| GATE score | 2026 ranks | 2025 ranks | 2024 ranks |
|---|---|---|---|
| 900–1000 | 1–26 | 1–25 | 1–15 |
| 800–900 | 29–111 | 28–90 | 17–75 |
| 700–800 | 117–362 | 96–261 | 79–282 |
| 600–700 | 377–1,030 | 272–729 | 300–871 |
| 500–600 | 1,073–2,604 | 764–1,911 | 914–2,210 |
| 400–500 | 2,708–6,358 | 1,992–5,246 | 2,290–4,559 |
| 300–400 | 6,574–14,761 | 5,435–12,411 | 4,696–8,507 |
From table 10 of each official report (starting and ending rank of qualified candidates in each score band). Rank counts everyone who appeared with a higher score, which is why ranks run beyond the number who qualified.
| Year | General | OBC-NCL / EWS | SC / ST / PwD |
|---|---|---|---|
| 2026 | 26.4 marks → 350 | 23.7 marks → 317 | 17.5 marks → 243 |
| 2025 | 29 marks → 350 | 26.1 marks → 316 | 19.3 marks → 236 |
| 2024 | 37.1 marks → 350 | 33.3 marks → 298 | 24.7 marks → 243 |
Qualifying marks and scores as printed in the official reports. Qualifying only means your score is valid for three years; almost every M.Tech programme at an IIT or IISc sets its own, much higher, cut-off, and some PSUs and companies that recruit through GATE set theirs higher still.
Most GATE papers have a decade of history, so candidates can see how their qualifying marks drift. DA has three data points, and they point in one direction for a reason that may not last: in its first three years the paper roughly doubled in size, pulling in candidates from computer science, electronics, mathematics and statistics who had never taken it before. A broader field lowers the average, and the average drives the qualifying mark.
Two things could reverse that. If DA's growth slows, the field will settle into candidates who prepared specifically for it, and the average may rise. And a paper-setting committee that finds 2026 too hard can set an easier 2027 — every organising institute is different. The safe planning assumption is therefore not "the qualifying mark keeps falling" but "a score of 600 will need somewhere between 47 and 55 marks", the range the three years actually span.
Compare DA with Computer Science, its nearest neighbour. CS had 211,020 candidates in 2026 across two normalised sessions and a qualifying mark of 30; DA had 69,242 in a single session and 26.4. The shares who qualified were close (19.3% for CS, 18.6% for DA), but the top end was thinner in DA: only 0.05% of DA candidates scored 70 or more, against 0.14% in CS.
On the 2024 field (Mq 37.1, Mt 76.99): 350 + 550 × 2.9 / 39.89 ≈ 390, and about 5,160 candidates scored 40 or more. On the 2025 field (Mq 29, Mt 75.89): 350 + 550 × 11 / 46.89 ≈ 479, with about 2,570 at 40+. On the 2026 field (Mq 26.4, Mt 72.01): 350 + 550 × 13.6 / 45.61 ≈ 514, with about 2,410 at 40+.
So the same 40 marks moved from a score near 390 to one above 500, and from roughly rank 5,000 to roughly rank 2,400. That is the strongest argument against setting your target as a fixed mark: set it as a score or rank, and use the latest year to translate.
| Goal | Plan for | Based on |
|---|---|---|
| Qualify (General) | 30+ marks | Qualifying mark 26.4–29 in the last two years |
| Score ≈ 600 | 48–50 marks | ≈ 600 at 47 marks on the 2026 field and 50 on the 2025 field |
| Rank ≈ 1,000 | 47–48 marks | ≈ 770–790 candidates at 50+ in 2025 and 2026 |
| Rank ≈ 250 | 60 marks | 211–243 candidates at 60+ in 2025 and 2026 |
Which score a particular IIT or IISc programme needs varies by programme, category and year; see GATE DA cutoffs and rank vs IIT.
Marks come from sections. In our question-by-question count, Probability & Statistics, Programming and DBMS together carried 42, 44 and 53 of the 85 subject marks in 2024, 2025 and 2026 — the first place to look for the marks between you and your target.
Practise it, don't just read it
Use the quizzes for the sections they cover, and the official papers for the rest.
The ProSyllabus GATE DA library currently has three topic quizzes: Matrix Rank and Inverse (Section 2, Linear Algebra), Backpropagation in Neural Networks (Section 6, multi-layer perceptrons) and Gradient Descent Variants (optimisation practice for Machine Learning — the syllabus names no gradient methods, though a 2026 question applied an SGD update). Each has ten questions and a worked explanation for every option. Probability, programming and DBMS have no quizzes yet — drill those from the section index of the official papers.
According to the official IIT Guwahati report, 26.4 for General, 23.7 for OBC-NCL/EWS and 17.5 for SC/ST/PwD. 12,849 of 69,242 candidates who appeared qualified.
In 2025 and 2026 about 770 to 790 candidates scored 50 or more, so a rank near 1,000 needed roughly 47 to 48 marks. In 2024 it needed about 54, because more candidates scored highly that year.
No. DA has been held in a single session every year from 2024 to 2026, so the score is calculated from actual marks. Normalisation applies only to multi-session papers such as CS.
On the 2026 field, 50 marks gave a score of about 635 and a rank around 770; 60 marks gave about 755 and a rank around 210. A good score is one that clears the cut-off of the programmes you are applying to.
The qualifying mark is the mean plus one standard deviation of all candidates' marks. The mean fell from 23.43 in 2024 to 15.45 in 2026 while the number of candidates rose from about 39,000 to 69,000, so the qualifying mark fell from 37.1 to 26.4.
official = a document published by the conducting body. reported = a news or coaching site we could not check against an original. Where sources disagree this page says so rather than picking one.