IB Maths AI SL November 2025 TZ3: what the examiners reported

Paper 1 saw good work on basic statistics and substitution, but distributions, inverse notation, tangents, measurement of a part cylinder and an unscaffolded optimisation were weak, with many late blanks. Paper 2 offered access for all levels; sequences notation, loan interest, sinusoidal tides and the trapezoidal rule caused most loss. IA comments match the other November 2025 report.

By Pietro Meloni, PhD · Summarised from the IB subject report on

Maths AI SL grade boundaries, November 2025 TZ3: minimum mark for each grade. Every session
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SL Paper 1

Routine statistics and substitution went well, but distributions, rational function ranges, tangents, part-cylinder measurement and an unscaffolded optimisation proved hard, and late questions were often blank.

Found difficult

  • binomial distribution
  • normal distribution
  • tree diagrams
  • domain and range
  • tangents and normals
  • surface area and volume of solids
  • optimisation

Well prepared

  • descriptive statistics
  • evaluating functions
  • chi-squared test
  • voronoi diagrams
  • midpoint
  • basic probability
SL Paper 1: question by question, in my words.
QTopicHow it wentWhere marks were lost
1mode, median, standard deviation and range of a listMixedgave the mean when the median was asked; could not find the standard deviation; gave the range as an inequality or as the IQRTip: The range is a single number: largest value minus smallest value.
2logarithmic vocabulary modelMixedevaluated log of 10 to the power 10 instead of log 10; ignored the four significant figure instruction; comments made no use of the equation; did not reject a negative word count as unrealisticTip: Base comments on what the model predicts and question results that make no sense, such as negative counts.
3chi-squared test for independenceMixedmixed up chi-squared and t-test hypothesis wording; gave the p-value to one significant figure without the full value; no explicit comparison with the significance level; conclusion not in the required contextTip: Always write the full p-value, compare it with the significance level, then conclude in context.
4normal distribution with symmetry, rounded heights and inverse normalMost struggledmissed that half the distribution lies below the mean; used calculator notation as the only working; used 24 or 26 instead of 25 as the boundary; used the wrong tail for the inverse normalTip: Draw a labelled normal curve and shade the region before using normalcdf or invnorm.
5Voronoi diagram: nearest site and bisectorsMixedignored one of the sites when comparing distances; gave y = 10 or a point instead of the line x = 7; could not find the perpendicular gradientTip: Two sites with the same y-coordinate have a vertical bisector of the form x = constant.
6rational function: value, range and inverse valueMost struggledgave the range as a closed interval between two values; computed f(-2) instead of the inverse at -2; read the inverse notation as a reciprocal or derivativeTip: f inverse of a value means the x giving that output; do not confuse it with 1/f or f'.
7tree diagram with unknown branch probabilityMixedadded instead of multiplying along branches; did not identify all branches leading to the event; assumed or subtracted percentages to get bTip: Mark every path leading to the event, add their products, and set the total equal to the given probability.
8quadratic model with symmetric vertexMost struggleddid not set y = 0 at the x-intercept; forgot to use the value of c; could not form a second equationTip: Use the vertex, the intercepts and symmetry to write enough equations for every parameter.
9equation of a tangent lineMixedfound f(1) and f'(1) but no line equation; arithmetic slips evaluating f(1); differentiated only one term correctly; did not substitute x = 1 into the derivativeTip: Finish tangent questions by writing y - y1 = m(x - x1) using f(1) and f'(1).
10binomial expected value and cumulative probabilityMost struggledgave n instead of np for the expected value; calculated probabilities by hand without recognising a binomial; mishandled P(X >= 7); truncated to two significant figuresTip: E(X) = np is in the formula booklet; use the binomial cdf for at least probabilities via 1 - P(X <= 6).
11volume and surface area of a slice of a cylinderMost struggledmissing or wrong units; used a pyramid volume formula; forgot the arc length for the curved surfaceTip: For part of a cylinder, the curved face is a rectangle with arc length times height.
12exponential model with initial valueMixedunclear that b to the power 0 equals 1; rounded b to 1, oversimplifying later workTip: Keep growth factors unrounded; rounding b to 1 destroys the model.
13minimising surface area of a box for a fixed volumeMost struggledquestion often left blank; did not express area in terms of width only; did not set the derivative to zero or graph the functionTip: Use the volume to eliminate a variable, then minimise the area graphically or with the derivative.

What to practise

  • Follow accuracy instructions such as four significant figures.
  • Show working; correct answers with wrong methods are not credited.
  • Cross out rejected solutions, since only the first is marked.
  • Write the unrounded answer before rounding.
  • Practise from specimen and past papers.

SL Paper 2

A well-graded paper with entry points for all levels and good technology use; some questions were skipped and marks were lost to two significant figure answers.

Found difficult

  • percentage error
  • arithmetic and geometric sequences
  • area of a parallelogram
  • hypothesis testing
  • reading contextual problems
  • loans and amortization
  • sinusoidal functions
  • trapezoidal rule
  • integration with boundary conditions

Well prepared

  • efficient GDC use
  • accuracy and rounding
  • arithmetic and geometric sequences
  • t-test
  • sine and cosine rules
  • area of a triangle
  • right-angled trigonometry
  • definite integrals and area
  • optimisation
SL Paper 2: question by question, in my words.
QTopicHow it wentWhere marks were lost
1rounding, percentage error, arithmetic and geometric sequences of running distancesMixeddivided by the approximate value in percentage error; gave a decimal instead of a percentage; substituted 42 for n instead of setting u_n = 42; wrong common ratio such as 0.2Tip: Distinguish n (position), u_n (term) and S_n (sum) before choosing a formula.
2correlation coefficient, area and volume of a letter shape, t-testMixedgave r squared instead of r, or truncated; struggled with the parallelogram area; recomputed the volume instead of multiplying area by depth; wrong hypotheses or unpooled settingTip: Reuse earlier results: a prism's volume is its cross-section area times its length.
3triangle area, distances, cost and loan interestMost struggleddid not give the answer in standard form; added distances instead of using geometry; forgot to double before multiplying; found an interest rate when interest paid was askedTip: Interest paid is an amount of money; the nominal annual rate is a percentage. Read which is wanted.
4sinusoidal tide model and times a road is usableMost struggledquestion often omitted; swapped parameter values; gave b instead of the period; reversed the meaning of the condition or missed some timesTip: Period equals 360 divided by b; draw the graph with the threshold line to find every crossing time.
5area under a curve, maximum, angle of elevation, trapezoidal rule and integrationMixedomitted dx; used the wrong trig ratio for the angle of elevation; used h = 30 or 15 instead of 20; forgot the constant of integrationTip: Always add and then determine the constant of integration from the given information.

What to practise

  • Round only the final answer.
  • For multi-step problems, write in words what you need to find.
  • Practise mixed questions combining several topics.
  • Practise writing justified responses in words.
  • Budget time so every question is attempted.

Internal assessment

What moderators raised about the exploration this session, criterion by criterion.

  • A. title, research question and aim presented separately and inconsistently, plus long rationales
  • A. abrupt transitions; results not interpreted straight after each process
  • B. missing subscripts, inconsistent italics and case, unlabelled axes, poorly presented piecewise functions
  • B. regression lines added to scatter plots by default
  • C. high marks given for stated interest or effort alone
  • D. conclusions based on assumptions; reflection left to a final generic list
  • E. PMCC and regression done mechanically; outliers removed or ignored without justification
  • E. models chosen only by R squared, with unjustified extrapolation and no domain restrictions

About this summary

After every session the IB sends schools a subject report: how candidates did on each paper and question, and what teachers should work on. This page is my reading of the Maths AI SL report for November 2025 TZ3, in my own words. No text from the report or from the exam questions is reproduced, and it is not endorsed by the International Baccalaureate.

Session codes: TZ is the time zone variant of the papers. Other variants of the same session: November 2025 TZ1. Corrections: pietro@pietromeloni.com.

Frequently asked questions

Which questions were hardest in Maths AI SL November 2025 TZ3?

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The questions most candidates struggled with were on normal distribution with symmetry, rounded heights and inverse normal, rational function: value, range and inverse value, quadratic model with symmetric vertex and binomial expected value and cumulative probability. The tables above list every question discussed in the report, paper by paper.

What did candidates find difficult in November 2025 TZ3?

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Across the papers the examiners listed binomial distribution, normal distribution, tree diagrams, domain and range, tangents and normals, surface area and volume of solids, optimisation and percentage error, among others.

What were the grade boundaries for Maths AI SL November 2025 TZ3?

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Maths AI SL: a 7 from 83 out of 100 overall in November 2025 TZ3. The component boundaries are in the table on this page.

Is this the official IB subject report?

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No. It is my summary of the report the IB issues to schools after each session, rewritten in my own words with a teacher's reading of it. No text from the report or from exam questions is reproduced. Your school's IB coordinator can access the original.

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