GATE DA Marks vs Score vs Rank: Official Formula and Calculator

How GATE converts Data Science & AI marks into a score and a rank — the official formula, real DA qualifying marks and Mt values for 2024–2026, official score-to-rank bands, and a calculator.

Author: ProSyllabus Admin

Updated : 15 hours ago

Categories: GATE Data Science & AI, GATE 2027, Score & Rank
Tags: GATE DA marks vs rank, GATE DA score calculator, GATE DA qualifying marks, GATE DA cutoff 2026, GATE score formula, GATE DA rank predictor
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Checked 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.

69,242
appeared for GATE DA 2026 (39,210 in 2024)
12,849
qualified in 2026 — 18.6% of those who appeared
26.4
General qualifying mark 2026 (37.1 in 2024)
90
highest marks in 2026 (96.33 in 2025)

All from the official statistical reports.

The official formula

From the GATE 2027 Information Brochure

  • GATE Score = 350 + 550 × (M − Mq) / (Mt − Mq)
  • M = your marks; Mq = the General qualifying mark for DA; Mt = the average marks of the top 0.1% of candidates or the top 10, whichever is larger.
  • Qualifying mark (General) = max(25, min(40, μ + σ)), where μ and σ are the mean and standard deviation of all DA candidates' marks. OBC-NCL/EWS = 9/10 of it; SC/ST/PwD = 2/3 — as reported to one decimal, which is why 2026's SC/ST/PwD mark prints as 17.5 rather than 17.6.
  • DA has been a single-session paper every year, so actual marks are used — no normalisation.

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).

GATE DA in numbers, 2024–2026

Year (organiser)AppearedQualifiedMean / SDQualifying GEN / OBC-EWS / SC-ST-PwDMtHighest
2026 (IIT Guwahati)69,24212,84915.45 / 11.0026.4 / 23.7 / 17.572.0190
2025 (IIT Roorkee)57,05411,00717.70 / 11.3929 / 26.1 / 19.375.8996.33
2024 (IISc)39,2108,37723.43 / 13.7637.1 / 33.3 / 24.776.9990
GATE DA: qualifying mark, top-0.1% mean (Mt) and overall mean, 2024–2026
Mean of top 0.1% / top 10, Mt (score 900)General qualifying mark (score 350)Mean marks of all candidates
1028.847.566.38520242025202676.9975.8972.0137.12926.423.4317.715.45

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.

Calculate your score

The same numbers as tables, for readers on a simplified view:

MarksScore on 2026 fieldScore on 2025 fieldScore on 2024 field
25333303183
30393362252
35454420321
40514479390
45574538459
50635596528
55695655597
60755714666
65815772735
70876831804

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.

Marks to rank

202420252026Marks (or more)
78673870
46424321160
1,78978976750
5,1572,5732,41140
11,4127,7467,00630
21,36719,84419,27820

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.

Candidates scoring 50 or more
20241,789
2025789
2026767

Despite 30,000 more candidates in 2026 than in 2024, fewer than half as many scored 50+.

Official score-to-rank bands

GATE score2026 ranks2025 ranks2024 ranks
900–10001–261–251–15
800–90029–11128–9017–75
700–800117–36296–26179–282
600–700377–1,030272–729300–871
500–6001,073–2,604764–1,911914–2,210
400–5002,708–6,3581,992–5,2462,290–4,559
300–4006,574–14,7615,435–12,4114,696–8,507

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.

Qualifying scores by category

YearGeneralOBC-NCL / EWSSC / ST / PwD
202626.4 marks → 35023.7 marks → 31717.5 marks → 243
202529 marks → 35026.1 marks → 31619.3 marks → 236
202437.1 marks → 35033.3 marks → 29824.7 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.

Why DA is harder to forecast than older GATE papers

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.

A worked example: 40 marks in three different years

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.

Setting a 2027 target

GoalPlan forBased on
Qualify (General)30+ marksQualifying mark 26.4–29 in the last two years
Score ≈ 60048–50 marks≈ 600 at 47 marks on the 2026 field and 50 on the 2025 field
Rank ≈ 1,00047–48 marks≈ 770–790 candidates at 50+ in 2025 and 2026
Rank ≈ 25060 marks211–243 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.

Start a GATE DA quiz →

What was the GATE DA qualifying mark in 2026?

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.

How many marks are needed for a rank under 1000 in GATE DA?

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.

Is GATE DA normalised?

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.

What is a good GATE DA score?

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.

Why did the GATE DA qualifying mark fall?

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.

Sources

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.