Online assessment pattern, reported

IBM, Online Assessment pattern

IBM Online Assessment - Freshers / Campus (Coding + English; game-based "Cognify" cognitive round now largely phased out)

Difficulty: easy-moderate4 sections

Compiled from public sources, verify before you rely on it. IBM revises this test regularly. Source corroboration: Reasonably corroborated. Re-checked 2 Nov 2026 (OPR-RES-010) against IBM's official ASE posting (eligibility only; IBM publishes no test description) and 2023-26 candidate reports, some of which describe offline coding rounds in college labs. Confirm against the IBM or campus-drive notification you receive.

Test structure

Reported

SectionQuestionsMinutesTopics

Coding + Technical MCQ (HackerRank)

2 coding problems in most reports (1 problem in 45 min in a May 2026 offline round); some role streams add a block of technical MCQs

55-60

Arrays
Strings (manipulation, parity/adjacent-element style problems)
Recursion
Sorting & searching
Linked lists, stacks, queues, hashing
Basic trees/graphs & dynamic programming
CS-fundamentals MCQs: OOPs, DBMS, OS, core programming
Languages allowed: C, C++, Java, Python

English / Verbal Ability (MCQ)

~10

Grammar
Active/passive voice
Error spotting
Synonyms & antonyms
Prepositions & tenses
Fill in the blanks / spelling
Reading comprehension & vocabulary

English Spoken Language Assessment (AI-proctored, virtual) - ROLE/CAMPUS-DEPENDENT, not universal

varies

Spoken grammar
Pronunciation
Sentence clarity & fluency

Cognitive Ability Games + Learning Agility - LEGACY, largely DISCONTINUED for 2025-26 (older/some drives only)

Historically: 6 mini-games + ~50 learning-agility items

Historically ~30 each

Game-based 'Cognify': Shortcuts, Gridlock, Resemble, Number Bubbles, Tally Up, Proof It
Learning Agility / psychometric - PrepInsta now lists these as 'not asked anymore'

Reported, themuse.com, leetcode.com, prepinsta.com, prepinsta.com, prepinsta.com, prepinsta.com, geeksforgeeks.org, geeksforgeeks.org, unstop.com, unstop.com, techprogrammind.com, Reasonably corroborated

How the test works

Reported

CURRENT (2025-26) pattern: IBM's fresher/campus OA is now a two-section online written test on HackerRank - a Coding section (DSA, mostly arrays & strings; ~2 problems in ~55-60 min) plus a short English MCQ section (~10 questions in 10 min). Each of the two sections is an ELIMINATION round. This is followed by a Group Discussion, then a combined Technical + HR interview. RECENT CHANGE - the biggest thing to know: IBM phased out its earlier game-based Cognitive Ability Assessment ('Cognify': Shortcuts, Gridlock, Resemble, Number Bubbles, Tally Up, Proof It) and the Learning Agility / psychometric test. PrepInsta's current syllabus page explicitly labels these 'not asked anymore' and warns that many prep sites still show outdated aptitude content (number series, quantitative reasoning) that is no longer core. So despite the 'cognitive + coding' framing, the live 2025-26 test is effectively CODING + ENGLISH; the surviving 'cognitive/technical' element is the CS-fundamentals/aptitude MCQs some drives bundle into the coding round. VARIATION is real - do not treat any single structure as exact: it changes by hiring cycle, by role (Associate System Engineer vs Software Developer vs Intern), and by campus vs off-campus. Some 2025 campus drives (per a GeeksforGeeks 2025 on-campus experience) ran a 60-90 min HackerRank test mixing MCQ + coding (DSA/aptitude/OOPs), then a separate AI-proctored SPOKEN English assessment, then an in-person coding + English round - so total online time ranges ~60-90 min depending on whether an MCQ block and/or spoken round is included. Coding is auto-graded on HackerRank against visible AND hidden test cases; multiple candidate reports stress that missing hidden/edge cases (partial passes) commonly triggers rejection, which is why the raw 'easy-moderate' problems feel harder in practice. No negative marking is generally reported on coding; English has been reported both with and without negative marking across drives.

How the interviews go

Reported

1Technical + HR (combined, ~25-30 min)

Explain your test solutions, projects, Java/OOP, SQL scenarios, web fundamentals; strengths/weaknesses; flexibility on location.

Based on several candidates' reports, checked 2 Nov 2026. Interviews vary by drive and interviewer.

Reported by, GfG IBM 2025, placementpreparation.io

What to prep

Arrays & strings DSA FIRST - the single most-reported topic (string manipulation, parity/adjacent-element problems); then recursion, sorting/searching, hashing, linked lists, stacks/queues, basic trees & DP
Practice on HackerRank under time (target ~2 problems in ~55-60 min) and make solutions pass ALL test cases including hidden edge cases - partial passes commonly auto-reject
CS-fundamentals MCQs: OOPs, DBMS, OS, core programming (for the technical-MCQ block some drives bundle in)
English MCQs: grammar, active/passive voice, error-spotting, synonyms/antonyms, prepositions, tenses, vocabulary, comprehension - 10 Q in 10 min, so pace matters
Spoken-English fluency & pronunciation for the AI-proctored speaking round used in some 2025 campus drives
Group Discussion practice + Technical/HR interview prep (solid projects on the resume, core CS, IBM values)
Use LeetCode easy-medium as the calibration bar; IBM problems skew easy-medium but reward clean logic and edge-case handling

Cut-offs and eligibility (indicative)

Reported

Cutoffs are NOT officially published by IBM and third-party reports conflict: some drives apply per-section cutoffs (each of the two online sections is an elimination round), others report no fixed cutoff. In practice the coding section is gated by passing all/most (including hidden) test cases rather than a stated percentage. Separately, ELIGIBILITY (not a test cutoff): IBM's own off-campus ASE posting (Jan 2026) asks for a Bachelor's degree, no active backlogs and a listed pass-out year, and sets no percentage or CGPA cutoff; the percentages on prep sites are not IBM's. Do not treat any specific cutoff number as official.