IB Mathematics: Applications and Interpretation HL
IB Math AI HL Questionbank: Practice Questions by Topic
Updated October 2026
Exam-style IB Math AI HL practice questions, written for this site in the style of IB papers, sorted by unit and topic, each with a full IB-style mark scheme. They are not official IB questions.
- 21 topics
- 723 questions
- 61 worked examples
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Free · no sign-inThe sum to infinity of a geometric series is 8. The first term is 6.
(a) Find the common ratio,
(b) Given that
Worked answer
(a)
Substitute into
Rearrange:
(b)
Set up the equation:
Convert to exponential form:
Raise both sides to the power 4:
Unit 1: Number and Algebra
- Complex Numbers and Argand Diagrams 10 easy · 15 medium · 6 hardPaper 1: 31
- Eigenvalues, Eigenvectors and Markov Chains 6 easy · 11 medium · 10 hardPaper 1: 27
- Logs and Infinite Geometric Series 12 easy · 23 medium · 15 hard · 1 very hardPaper 1: 45 · Paper 2: 6
- Matrices, Determinants and Inverses 11 easy · 14 medium · 16 hard · 1 very hardPaper 1: 27 · Paper 2: 15
Unit 2: Functions
- Advanced Modelling 14 easy · 13 medium · 10 hardPaper 1: 21 · Paper 2: 16
- Composite, Inverse and Transformations 17 easy · 17 medium · 13 hard · 3 very hardPaper 1: 43 · Paper 2: 7
- Scaling and Linearising Data 9 easy · 5 medium · 5 hardPaper 1: 19
Unit 3: Geometry and Trigonometry
- Graph Theory 23 easy · 34 medium · 25 hard · 4 very hardPaper 1: 56 · Paper 2: 30
- Scalar Products and Voronoi 10 easy · 13 medium · 9 hardPaper 1: 29 · Paper 2: 3
- Vectors and Kinematics 13 easy · 16 medium · 14 hard · 1 very hardPaper 1: 37 · Paper 2: 7
Unit 4: Statistics and Probability
- Chi-Square Goodness of Fit, Independence and Error Types 9 easy · 6 medium · 5 hardPaper 1: 19 · Paper 2: 1
- Confidence Intervals and Hypothesis Testing for Means 8 easy · 9 medium · 7 hard · 1 very hardPaper 1: 19 · Paper 2: 6
- Data Collection and Non-Linear Regression 9 easy · 7 medium · 6 hard · 1 very hardPaper 1: 20 · Paper 2: 3
- Linear Combinations of Random Variables & the Central Limit Theorem 1 starter · 9 easy · 9 medium · 3 hardPaper 1: 16 · Paper 2: 6
- Markov Chains and Transition Matrices 4 easy · 4 medium · 5 hardPaper 1: 13
- Random Variables and Poisson 13 easy · 19 medium · 15 hardPaper 1: 19 · Paper 2: 28
Unit 5: Calculus
- Advanced Differentiation and Related Rates 11 easy · 17 medium · 12 hardPaper 1: 36 · Paper 2: 4
- Advanced Integration and Kinematics 7 easy · 13 medium · 10 hard · 1 very hardPaper 1: 27 · Paper 2: 4
- Differential Equations and Eulers Method 12 easy · 20 medium · 18 hard · 2 very hardPaper 1: 38 · Paper 2: 14
- Phase Portraits 4 easy · 8 medium · 2 hardPaper 1: 13 · Paper 2: 1
- The Second Derivative and Concavity 5 easy · 7 medium · 5 hardPaper 1: 17
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More AI HL revision
- IB Maths AI HL past papers (official IB papers)
- AI HL formula booklet
- AI HL revision notes
- Concept guides for every sub-topic
- AI HL knowledge organisers: each topic on one printable page, and the AI HL formulas to memorise (not in the booklet)
- AI HL syllabus checklist: every point of topics 1 to 5, linked to practice (printable)
- GDC keystrokes for the TI-Nspire and Casio fx-CG50, and the Casio fx-CG50 guide
- IB Maths guide for parents: the exams, AA vs AI and SL vs HL in plain English
FAQ
Are these official IB AI HL questions?
No. They are original exam-style questions written for this site in the style of IB papers. IB Math Revision is independent and is not affiliated with or endorsed by the IB. For real past papers, use the links to the official copies on our IB Maths AI HL past papers page.
Do the AI HL questions have mark schemes?
Yes. Every question has a full IB-style mark scheme (M, A and R marks), and every topic page has free step-by-step worked examples and the key formulas.
How many AI HL questions are there?
723 questions in 21 topics, sorted by syllabus unit, plus 61 worked examples.
Can I get my own working marked?
Yes. In the practice area you can photograph your written working and have it marked by AI against the mark scheme. AI marking is part of the paid plans, and you can try it free for 7 days with no card.
What is free on these AI HL pages?
Every topic page is free with no sign-in: sample questions, step-by-step worked examples and the key formulas. The question at the top of this page has its full worked answer open to everyone.
What does a free account add?
A free account (no card) adds 5 more practice questions on every topic with instant feedback, full worked answers on free questions, 3 AI-marked answers a week, free, and your streak and progress on any device. The rest of the bank with its mark schemes, and AI marking, are part of the paid plans.
What else is free here
- AI HL revision notesEvery topic in plain English with a worked example, to fill the gaps the questions show up.
- AI HL formula booklet by topicEvery formula in the booklet's notation, with a free PDF.
- Where AI HL students lose marksA summary of the IB's published subject reports, so you avoid the common slips.
- Calculator skillsKeystrokes for the Casio fx-CG50, TI-84 Plus CE and TI-Nspire, topic by topic.
Save your answers and track your progressA free account remembers the questions you have done on every topic and brings you back to this page.
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