Internal Assessment · Maths AA · Maths AI · 9 min read
Maths IA criteria explained: what moves you up each band in A to E
What each of the five exploration criteria rewards, with the sentences that lose marks next to the ones that earn them.
On this page
- Criterion A: what makes a Maths IA well presented?
- Criterion B: what counts as good mathematical communication?
- Criterion C: how do you show personal engagement properly?
- Criterion D: what does real reflection look like?
- Criterion E: what does use of mathematics mean at SL and HL?
- Maths IA criteria checklist before you submit
- What changes in the Maths IA criteria from 2029?
The IB Maths IA (the mathematical exploration) is marked on five criteria: A Presentation (4 marks), B Mathematical communication (4), C Personal engagement (3), D Reflection (3) and E Use of mathematics (6). That is 20 marks, worth 20% of your final grade in both AA and AI, at SL and at HL. The same criteria apply to everyone; the only difference is that HL is held to a higher standard on criterion E.
Below, for each criterion: what moves you from one band to the next, with weak and strong sentences side by side. This applies to the current course, examined until November 2028. For a complete exploration annotated against these criteria, see the Maths IA example.
| Criterion | Max | What it rewards, in one line |
|---|---|---|
| A Presentation | 4 | A clear structure the reader can follow, with nothing irrelevant |
| B Mathematical communication | 4 | Correct notation, defined variables, labelled graphs and tables |
| C Personal engagement | 3 | Your own thinking and decisions, visible throughout |
| D Reflection | 3 | Critical thinking about your results, method and model |
| E Use of mathematics | 6 | Relevant, correct maths at your level, clearly understood |
The guidance is roughly 12–20 double-spaced pages, graphs and tables included, bibliography excluded, so there is no room for padding under any criterion.
Criterion A: what makes a Maths IA well presented?
Presentation is about the reader's experience, not fonts. Think of it as three steps up:
- Bottom of the scale: the reader cannot tell what you set out to do, or the exploration stops without a conclusion.
- Middle: there is an introduction with an aim, a body and a conclusion, but parts wander: background that is never used, calculations repeated six times, a conclusion that answers a different question.
- Top: every section follows from the one before, a classmate could read it once without getting lost, and nothing could be cut without losing something.
What gets you there:
- State the aim in one sentence on the first page, and answer that exact aim in the conclusion.
- Cut history and background you do not use later. A paragraph on who invented the logistic model earns nothing.
- Show a repeated calculation once in full, then put the rest in a table.
- Move raw data to an appendix and keep a summary in the body.
- Use short signposting sentences between sections: "The linear model underestimates both ends, so the next section tests a quadratic."
Criterion B: what counts as good mathematical communication?
Criterion B rewards writing maths the way mathematicians write it: correct notation, consistent symbols, defined variables and well-chosen representations (equations, graphs, tables, diagrams) where each one helps. One undefined variable or one calculator-style expression is a small slip; a pattern of them caps your mark.
| Calculator or sloppy notation | Mathematical notation |
|---|---|
| y = 2.3x^2 + 1.4E-3 | y = 2.3x2 + 0.0014 (or 1.4 × 10−3) |
| R2 = .98 | R2 = 0.98 |
| 2*x, sqrt(x), e^(-0.04t) | 2x, √x, e−0.04t |
| x = 3.14159265 (then 3.1 two lines later) | A stated, consistent level of accuracy, with ≈ where you have rounded |
| "the line of best fit equation thing" | "the least-squares regression line" |
Loses marksLet x be the time and y be the height.
Earns marksLet t be the time in seconds after release, and h the height of the ball in metres above the floor.
For every graph: a title or caption, both axes labelled with quantities and units, a sensible scale, and a sentence in the text that refers to it ("Figure 3 shows…"). A graph nobody mentions is decoration.
Criterion C: how do you show personal engagement properly?
Personal engagement is not a paragraph about why you love the topic. It is evidence, throughout the exploration, that you were thinking: asking your own questions, making decisions, testing ideas, creating examples, explaining things in your own way.
- Low: an anecdote at the start, then routine textbook work that anyone could have done.
- Middle: some of your own choices are visible, for example in how you collected data, but most of the maths follows a standard path.
- Top: your curiosity drives the whole thing. You make decisions, explain why, notice something surprising and follow it up.
Loses marksI have always been fascinated by mathematics and its applications in the real world.
Earns marksMy 5 km times stopped improving in March, so I logged every training run for eight weeks to test whether my long runs or my interval sessions predicted race pace better.
Loses marksI used the calculator to find the regression line.
Earns marksBefore trusting the calculator, I found the least-squares line for my first five points by hand, to check I understood what it was minimising.
Loses marksThe formula for a volume of revolution is V = ∫πy2 dx. Using it gives 512 ml.
Earns marksI was not sure the method would cope with the narrow neck of my bottle, so I first tested it on a cylinder where I could check the answer with πr2h.
The strong versions do not announce engagement; they show it through decisions. If your topic is not personal, you can still score here by testing your own cases, building your own examples and questioning the standard approach.
Criterion D: what does real reflection look like?
Reflection is critical thinking about what you found and how you found it. The step up from the middle to the top is the step from describing results to questioning them: are they reliable, what do they mean, what did your method assume, what would change if you did it differently? It should appear wherever you get a result, not only in the last paragraph.
Loses marksIn conclusion, the model was very accurate and I learned a lot.
Earns marksThe model predicts 512 ml against the 498 ml I measured, a 2.8% overestimate; most of the error comes from the neck, where my profile photo was least sharp.
Loses marksA limitation is that I could have used more data.
Earns marksOnly 12 of my readings are above 60 °C, so the early part of the curve rests on few points, and that is exactly where the residuals are largest.
Loses marksR2 = 0.97, so the linear model is correct.
Earns marksR2 = 0.97, but the residuals are positive at both ends and negative in the middle, so the data curves upwards and a straight line is the wrong shape even though it fits closely.
Good reflection is specific: it names a number, a section of the data or an assumption. If a sentence could be pasted into anyone else's exploration, it is not reflection.
Criterion E: what does use of mathematics mean at SL and HL?
Criterion E carries 6 of the 20 marks. It asks three things: is the maths relevant to your aim, is it correct, and do you clearly understand it? The bar is set by your course and level.
Commensurate with your level
Your exploration should use maths that is genuinely at the level of your course. An HL student who only fits a straight line on a calculator has used SL-level maths, however neat the write-up. An SL student does not need HL content to reach the top band, but needs more than routine calculator work.
Rigour and sophistication
These are what separate the top band, especially at HL. Rigour means every step is justified: conditions checked, domains stated, a stationary point confirmed as a maximum rather than assumed, a general result proved rather than shown for three cases. Sophistication means choosing or adapting methods with insight, rather than applying the first formula you find: comparing models, generalising a result, seeing the problem from a second angle.
Loses marksThe maximum is at x = 3.09 (from the GDC).
Earns marksFor y = −0.34x2 + 2.1x + 5.0, dy/dx = −0.68x + 2.1 = 0 gives x ≈ 3.09. Since d2y/dx2 = −0.68 < 0, this is a maximum.
The same topic at SL and HL
Take a cooling cup of tea. An SL exploration might linearise the data by plotting ln(T − Troom) against t, find the cooling constant, interpret it, and compare the fit with an alternative model using residuals. An HL exploration might derive the model from the differential equation dT/dt = −k(T − Troom) by separating variables, estimate k from the data, and test how sensitive the predictions are to the room temperature. These are illustrations, not rules: what matters is that the maths fits your aim and your level.
Maths beyond your syllabus helps only if you understand and explain it. Copied derivations you cannot follow show up quickly, cost marks on E and B, and raise questions about authenticity. Our guide to using AI honestly covers why generated maths is a particular risk.
Maths IA criteria checklist before you submit
- The aim is one sentence on page one, and the conclusion answers that aim.
- Every paragraph of background is used later.
- Every variable is defined with units the first time it appears.
- No calculator notation anywhere: no ^, *, E, sqrt or R2.
- Every graph has a caption, labelled axes with units, and is referred to in the text.
- Rounding is consistent, and ≈ is used where you have rounded.
- At least three decisions in the exploration say why you made them.
- Every result is followed by a comment on what it means and how far to trust it.
- Limitations name specific data, assumptions or sections, not "more data".
- The maths includes work at the level of your course, done and explained by you, not only calculator output.
- Stationary points, domains and conditions are justified, not assumed.
- It is roughly 12–20 pages, with raw data in an appendix.
- Sources, software and any AI use are acknowledged as your school requires.
Still choosing a topic? The Maths IA topics list has 36 ideas with aims and a feasibility note for each.
What changes in the Maths IA criteria from 2029?
If you are examined in 2026, 2027 or 2028, nothing below applies to you. A new Maths curriculum is taught from August 2027, with first exams in May 2029. Its exploration is still 20 marks and 20% at SL and HL, but the criteria are replaced by four that follow a problem-solving cycle:
| New criterion (first assessment 2029) | Max |
|---|---|
| A Problem specification | 4 |
| B Abstraction | 6 |
| C Computation | 4 |
| D Interpretation | 6 |
The new criteria are the same at SL and HL. Personal engagement and reflection are no longer separate criteria, though specifying your own problem and interpreting your results critically clearly carry over. If you are in that cohort, your teacher will have the new guide and its descriptors; work from those.
Questions students ask
Who marks the Maths IA?
Your teacher marks it against the five criteria, and the IB moderates the school's marking by re-marking a sample. Moderation can move marks up or down, so treat your teacher's mark as provisional.
How long should the Maths IA be?
The guidance is roughly 12–20 pages, double-spaced, with graphs and tables counted and the bibliography not counted. There is no word limit, and the IB stresses quality over length. An exploration far beyond 20 pages is rarely concise, which is what criterion A rewards.
Can an SL student get full marks on use of mathematics?
Yes. Criterion E is judged against the level of your course, so SL maths used correctly and with clear understanding can reach the top band. HL is held to a higher expectation of rigour and sophistication.
Does personal engagement mean my topic has to be about my life?
No. A personal link helps, but the marks come from how you work: asking your own questions, making your own decisions, testing your own examples. A pure maths topic can show strong engagement that way.
Try one: Maths IA
A student models the temperature of a cup of tea with T = 21 + 68e−0.041t, where T is in °C and t is in minutes. Which sentence from the exploration is the strongest evidence for criterion D (Reflection)?
- This project was interesting and I learned a lot about exponential functions.
- The model fits well because R2 = 0.99.
- The residuals are negative for the first 3 minutes and positive afterwards, so the tea cooled faster at first than one exponential predicts; evaporation from the open cup could explain this, which I could test by repeating with a lid.
- In the future I could collect more data to make the model better.
Show the answer and why
Answer: C
C uses a specific feature of the results (the pattern of residuals) to question the model, suggests a cause and proposes a test. Negative residuals early mean the measured temperature was below the model, so the tea was cooling faster than predicted. B is the tempting wrong answer: a high R2 describes the fit but does not question anything. A and D are generic and could be written about any exploration.