Exponential and Sinusoidal Models
Appeared 133 times in recent past papers (Total: 313 marks). Last seen in 2026.
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IB Math AI is one of the most pattern-predictable maths courses: trigonometry, statistics, financial maths, and modelling appear again and again. Use the SL/HL toggle below to rank topics by past-paper frequency and lock in the matching GDC workflows before exam day.
Switch between SL and HL rankings below.
Forecast snapshot
November 2026 Exam Countdown
46days
until exam
38
Ranked topics
5
paper forecasts
Plan your final revision sprint around the official Math AI exam dates.
Appeared 133 times in recent past papers (Total: 313 marks). Last seen in 2026.
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Appeared 116 times in recent past papers (Total: 229 marks). Last seen in 2026.
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Appeared 91 times in recent past papers (Total: 284 marks). Last seen in 2026.
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Appeared 88 times in recent past papers (Total: 244 marks). Last seen in 2026.
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Appeared 52 times in recent past papers (Total: 152 marks). Last seen in 2026.
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Appeared 49 times in recent past papers (Total: 124 marks). Last seen in 2026.
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Appeared 45 times in recent past papers (Total: 132 marks). Last seen in 2026.
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Appeared 44 times in recent past papers (Total: 107 marks). Last seen in 2026.
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Appeared 43 times in recent past papers (Total: 117 marks). Last seen in 2026.
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Appeared 41 times in recent past papers (Total: 76 marks). Last seen in 2025.
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Appeared 40 times in recent past papers (Total: 101 marks). Last seen in 2026.
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Appeared 40 times in recent past papers (Total: 129 marks). Last seen in 2026.
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Appeared 39 times in recent past papers (Total: 106 marks). Last seen in 2026.
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Appeared 39 times in recent past papers (Total: 130 marks). Last seen in 2026.
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Appeared 36 times in recent past papers (Total: 71 marks). Last seen in 2026.
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Appeared 34 times in recent past papers (Total: 74 marks). Last seen in 2026.
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Appeared 33 times in recent past papers (Total: 71 marks). Last seen in 2026.
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Appeared 32 times in recent past papers (Total: 100 marks). Last seen in 2026.
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Appeared 32 times in recent past papers (Total: 73 marks). Last seen in 2026.
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Appeared 31 times in recent past papers (Total: 65 marks). Last seen in 2025.
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Appeared 31 times in recent past papers (Total: 80 marks). Last seen in 2025.
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Appeared 29 times in recent past papers (Total: 66 marks). Last seen in 2026.
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Appeared 29 times in recent past papers (Total: 62 marks). Last seen in 2026.
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Appeared 28 times in recent past papers (Total: 70 marks). Last seen in 2026.
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Appeared 27 times in recent past papers (Total: 65 marks). Last seen in 2026.
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Appeared 25 times in recent past papers (Total: 87 marks). Last seen in 2026.
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Appeared 24 times in recent past papers (Total: 48 marks). Last seen in 2026.
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Appeared 22 times in recent past papers (Total: 63 marks). Last seen in 2026.
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Appeared 23 times in recent past papers (Total: 42 marks). Last seen in 2026.
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Appeared 21 times in recent past papers (Total: 37 marks). Last seen in 2026.
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Appeared 20 times in recent past papers (Total: 43 marks). Last seen in 2026.
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Appeared 19 times in recent past papers (Total: 41 marks). Last seen in 2026.
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Appeared 19 times in recent past papers (Total: 53 marks). Last seen in 2026.
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Appeared 16 times in recent past papers (Total: 42 marks). Last seen in 2026.
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Appeared 15 times in recent past papers (Total: 33 marks). Last seen in 2026.
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Appeared 13 times in recent past papers (Total: 36 marks). Last seen in 2025.
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Appeared 7 times in recent past papers (Total: 18 marks). Last seen in 2026.
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Appeared 5 times in recent past papers (Total: 11 marks). Last seen in 2025.
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Start with the free paper-specific prediction page, then move to guided crash-course practice.
Start with the free paper-specific prediction page, then move to guided crash-course practice.
Start with the free paper-specific prediction page, then move to guided crash-course practice.
Start with the free paper-specific prediction page, then move to guided crash-course practice.
Start with the free paper-specific prediction page, then move to guided crash-course practice.
No — these are data-driven forecasts from our analysis of past Math AI papers, not official or leaked IB content. They highlight the most frequently tested topics; the real paper can sample anywhere in the syllabus.
We count how often each AI SL topic has appeared across recent Paper 1 and Paper 2 questions and weight it by marks, then rank by that score. Because both papers are GDC-required, the calculator workflows behind each topic (regression, finance solver, normal distribution) are factored into how to revise them.
Start with the highest-probability topics and rehearse the exact GDC steps each one needs, then broaden out. Use the ranking to order practice — not to skip topics, since any can appear.
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