Paper 1 is behind you. Paper 2 is the calculator paper — same length, same marks, but a different centre of gravity: Statistics and Calculus co-dominate, Functions is marginal, finance exists, and the way you lose marks changes. The forecast below is drawn from fifteen past sittings — and it has been through a methodology audit and a ground-up re-audit, which found that your Paper 1 does not reliably predict Paper 2, and corrected an under-count of Calculus. It is a well-grounded prior, not a leaked paper.
Everything for Paper 2.
How this forecast was built — a 2-page overview of the paper analysis, the prediction models and the audit. overview pdf ↓
The honest forecast — built from 15 past papers, five prediction models and a methodology audit. Three things are near-certain. The rest is a well-grounded prior, not a leaked paper. Here is exactly what to do tonight.
tonight · in priority order
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Drill the Statistics Section B chainnear-certainNormal + binomial, the invNorm “recover μ or σ” back-solve, conditional-probability finish. Statistics owns a Section B chain on almost every paper — the hardest marks on the paper live here.
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Give Calculus equal weight — it’s co-dominantre-audit fixA methodology re-audit found Calculus was under-counted: it carries ~23 marks, level with Statistics, not behind it. Drill Section A kinematics (velocity → times at rest → distance via ∫|v| dt) and the modelling-chain calculus — rates via the derivative, definite integrals, optimisation on the GDC.
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Normal distribution & regression — Section A technique~85% / ~73%normalcdf vs invNorm; regress the right variable; interpret r. Two of your six Section A questions, near-guaranteed.
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GDC fluency — make the operations reflexeshigh leverageinvNorm (incl. two-equation recovery), normalcdf, binompdf/cdf, regression, numeric integral, equation & intersection solver, max/min from a graph, the finance solver. This may matter more than which topic is 13 vs 18 marks.
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Light pass — geometry, then refresh finance & binomialif timeSine/cosine rule, sectors, 3-D. A quick refresher — not a deep dive — on the finance solver and binomial expansion. Functions is not a priority: it is structurally thin on every Paper 2 (~8 marks, usually embedded).
The one universal habit: write down what you typed into the calculator — the GDC earns no marks, the visible setup does.
practice papers · do these, in this order
More time? Add May 2025 TZ3 (a calculus/kinematics closer) and Nov 2025 TZ1 (the “compare-the-models” chain) — the five together cover both ways Q9 could go. The full 15-paper ranking is in the depth section below; every paper opens in the viewer at the foot of the page.
what we can confirm — and what we can't
Confident
- Statistics and Calculus co-dominate — ~23 marks each. Statistics almost certainly owns a Section B chain; Calculus runs through Section A kinematics and the modelling chains.
- A normal-distribution and a regression question in Section A — ~85% and ~73% across 15 papers.
- Functions is thin — ~8 marks, usually embedded. True of every Paper 2 — not a consequence of your Paper 1.
Genuinely uncertain
- Who owns Q9 — a Statistics chain or a kinematics/modelling closer. Genuinely split; prepare for both.
- Whether finance appears — possible (~3/15 papers), not probable. A refresher, not a priority.
- Your Paper 1 does not reliably predict this — we tested it on clean data; no statistically significant link. IB’s own guide says topics aren’t equally emphasised and not all appear every session — so we forecast from the observed base rate, not your Paper 1. Detail in the depth section.
§P2·A The predicted paper Topic mix · the most likely paper, slot by slot
The most likely paper
predicted topic mix · marks out of 80 · re-audited
Figures rebuilt from question-level data after a methodology re-audit — every past paper reconciled to 80 marks. Earlier draft had Statistics 26 / Calculus 20; clean data makes them co-equal at ~23.
the single most likely paper · slot by slot
§P2·B Frequencies & chain templates How often each Section A genre appears · the Section B shapes
Section A frequencies, Section B templates
section A · how often each genre appears (across 15 papers)
section B · the chain templates
§P2·C All 15 papers, ranked The full practice-ROI ranking, with reasons and tiers
Every past Paper 2, ranked
Scored on four factors — topic-mix match to the forecast, coverage of the high-value genres, recency, and a small TZ2 nudge. The top 3 are your priority; the balanced five (top 3 plus May 2025 TZ3 and Nov 2025 TZ1) cover both ways Q9 could go.
§P2·D Why your Paper 1 isn't used The pairing study — tested, re-audited, and it still doesn't hold
We tested whether your Paper 1 predicts Paper 2
The intuitive idea: your Paper 1 was Functions-heavy and skipped Number & Algebra, so Paper 2 should "compensate". We built 14 matched same-sitting, same-time-zone paper pairs, re-derived every paper from question-level data so it sums to exactly 80, and correlated the topic splits — verified three ways (Pearson, Spearman, a 20,000-run permutation test). If compensation were real, each bar below would sit clearly left of zero. Every confidence interval straddles it.
No topic reaches statistical significance (permutation p-values all > 0.05; GT is closest at 0.072 but washes out under an alternative splitting convention). A second, assumption-free test agrees: across the 14 sittings the Paper 1 + Paper 2 total for a topic swings wildly (Functions ranged 13 → 51 marks) — there is no fixed "budget" being topped up.
And IB's own design philosophy backs this up. The official Mathematics: Analysis & Approaches guide states each paper assesses "across the breadth of the syllabus" but that "not all topics are necessarily assessed in every examination session" and topics are not "given equal emphasis." IB publishes no per-paper topic blueprint and no cross-paper balancing rule — the teaching-hour figures are explicitly teaching guidance, not exam weightings. So compensation has neither empirical support nor official basis.
One correction the re-audit surfaced: the "Functions will be extra-thin because your Paper 1 was Functions-heavy" idea is actually backwards — the Functions correlation is mildly positive (+0.44), and a separate prediction built from your Paper 1 puts Functions slightly above its base rate, not below. Functions is thin on Paper 2 regardless (~8 marks) — but that's a property of Paper 2, not a consequence of your Paper 1. Bottom line: the forecast stands on the observed base rate. Your Paper 1 is context, not a predictive lever.
§P2·1 The calculator paper How P2 differs from P1 · format · the centre-of-gravity shift
What Paper 2 actually is
- Format
- 90 minutes, 80 marks, GDC required. Formula booklet provided. Same two-section shape as P1: Section A ~six short questions, Section B three extended questions (Q7–Q9).
- What changes
- The numbers go deliberately ugly — the calculator is meant to absorb them. The work moves to the two ends: setting up and interpreting. The calculator owns the middle.
- Topic emphasis (avg of 15 sittings)
- The hierarchy inverts vs Paper 1 — Statistics dominates, Functions is marginal:
- Exact form
- Mostly stops being the demand. Default is a 3 s.f. decimal unless a question explicitly says "exact". Precision is still carried — but inside calculator memory, not as surds on the page.
- Weighting
- Paper 2 is 40% of your SL maths grade — the same as Paper 1.
Three real shifts: questions lean into computation, modelling, and "set up then interpret"; the topic emphasis tilts hard toward stats, normal/binomial, regression and finance (the topics that need a machine); and the failure modes change — mode errors, premature rounding, and bare answers replace algebra slips.
§P2·2 GDC operations The calculator reference — which operation for which task
The operations you must be fluent in
You do not have time to work out how to make the calculator do something — the sequences must be reflexes. Keystrokes differ between a Casio fx-CG50 and a TI-84/Nspire; the operation is identical, so learn the operation and know where it lives on your machine.
Solving & graphing
- Solve a single equation — any equation in one unknown. Type the whole thing including
= 0; restrict the domain to filter unwanted roots. - Solve simultaneous equations — the Equation menu; choose the number of unknowns, type the coefficients.
- Roots of a polynomial — Polynomial mode returns every root at once.
- Intersection of two graphs — plot both, or plot the difference
y = f(x) − g(x)and find its roots. - Read a function value / solve f(x) = k graphically — the y-calc / x-calc tools; also how you read an inverse value off a graph.
Calculus
- Numeric derivative at a point — f′(a) as a number. For "gradient at x = …" and "rate of change when …".
- Definite integral — the ∫dx template, between two limits. Area, displacement from velocity, total change from a rate.
- Area between curves — integrate the absolute value, or split at the roots; a plain integral and the area differ where the curve dips below the axis.
- Max / min from a graph — the technology route to optimisation, without differentiating by hand.
Statistics & probability
- One-variable statistics — mean, standard deviation, Q1/median/Q3, min/max in one step.
- Linear regression — returns the line
y = ax + band the correlation coefficient r. - Normal — probabilities (
normalcdf/Ncd) — P(a < X < b) from bounds, μ, σ. One-sided tail: use ±1×10⁹ as the open bound. - Normal — inverse (
invNorm/InvN) — given a probability, returns the value of x that cuts it off. - Binomial —
binompdffor P(X = x);binomcdffor a range ("at most", "at least", "fewer than"). - Finance / TVM solver — N, I%, PV, PMT, FV, P/Y, C/Y; leave the unknown blank and solve. Money in vs money out carry opposite signs.
If any of these still needs a menu-hunt, that is the single most valuable hour of practice left to you.
§P2·3 Patterns Topic distribution · the recurring Section A six · Section B chain templates
The patterns in the corpus
Section A — the recurring six
Section A is remarkably stable. The same handful of genres fill the six short slots; frequency out of 15 papers:
| Section A genre | Frequency | Marks |
|---|---|---|
| Normal distribution — cdf and/or invNorm | ~13/15 | 4–8 |
| Linear regression — find the line, find r, predict | ~11/15 | 4–7 |
| Kinematics — velocity model, times, distance | ~9/15 | 6–7 |
| Binomial expansion — find a coefficient / solve for k | ~7/15 | 4–7 |
| Triangle / sine & cosine rule (often bearings) | ~7/15 | 5–6 |
| Sector / circle geometry | ~7/15 | 5–6 |
| Discrete probability distribution — find k, find E(X) | ~6/15 | 5–6 |
| 3-D geometry · box plot · calculus warm-up | ~5/15 ea | 4–7 |
A regression question, a normal-distribution question and a kinematics question are very nearly guaranteed to be three of the six.
Section B — the chain templates
Every Section B question fits one of a small set of multi-part shapes. Recognising the template tells you what the later parts demand before you finish part (a).
| Template | Freq | Shape |
|---|---|---|
| A · Statistics chain | ~8/15 | Normal/binomial set up → tail probabilities → recover μ or σ by invNorm → conditional probability finish. Often the Q9 closer. The most reliable P2 Section B bet. |
| B · "Compare the models" | ~3/15 | Two/three models (linear/exponential/logistic) → evaluate → interpret a parameter → compare → verbal "which is better" mark. |
| C · Geometry / optimisation | ~5/15 | Figure parameterised → derive area/volume expression (often a "show that") → optimise on the GDC → substitute back. |
| D · Sinusoidal / kinematics | ~7/15 | Periodic or motion model → period, events, first time at a value → rate via derivative → distance via definite integral. |
| E · Finance chain | ~3/15 | Salary/savings series → geometric sum → compound-interest future value → solve for periods or rate. No Paper 1 analogue exists. |
| F · Function exploration | ~3/15 | Inverse, asymptotes, intersections with the inverse, area enclosed, a derivative feature. The rarest P2 template. |
The three Section B slots are most often: one Statistics chain (frequently the closer), one modelling/kinematics chain, and a rotating third — finance or geometry/optimisation.
§P2·4 Mark scheme M/A/R on a calculator paper · the "show your setup" rule
The cardinal rule: show your setup
The examiner cannot see your calculator screen. All they have is your page. So if your page says only x = 4.73, no method has been shown — even if the answer is perfect. A bare answer on Paper 2 routinely scores 1 out of 3, or zero, because the M mark has nothing to attach to, and the A marks gated behind it fall too.
| Code | What it rewards | The calculator-paper twist |
|---|---|---|
| M1 method | A correct approach. | Awarded for "correct setup seen" — the integral you typed, the equation you solved, the distribution you named, the TVM entries you listed. The setup is the method. |
| A1 accuracy | A correct result, 3 s.f. by default. | You'll see "A1 from GDC" — the calculator number is accepted. But it's still gated by the M above it. |
| R1 reasoning | An explicit justification in words. | Interpretation parts — commenting on r, judging a prediction's reliability, explaining a parameter — are pure R marks. Write the sentence. |
| FT follow-through | Lets a later A survive an earlier error. | Only if the intermediate values are visible. Silent chains of bare numbers forfeit the FT safety net. |
| AG answer given | The result is printed; you derive it. | The GDC cannot earn an AG mark. Forward derivation, every step — treat it as a Paper 1 question. |
What "showing your setup" means, concretely
- Solving an equation — write the equation you solved before the value.
- A definite integral — write the integral with its limits before the answer.
- Normal — write
X ~ N(μ, σ²)and the probability statement, ornormalcdfwith named arguments. - Binomial — write
X ~ B(n, p)andP(X ≥ 5)before the number. - Regression — write the line
y = ax + bbefore you use it to predict. - Finance — write the N, I%, PV, PMT, FV entries before the result. Those entries are the method.
Also verbatim from the schemes: "do not accept final answers written using calculator notation" — an unevaluated normalcdf(...) or ∫ can earn intermediate credit but never the final A. And: with no working shown, examiners will not infer a misread — a bare wrong answer is simply wrong, no mitigation.
§P2·5 Traps The calculator-era mark-loss — keep open while marking
Traps the calculator creates
Almost every Paper-2-specific mark-loss is a presentation failure, an accuracy failure, or a mode failure — not a mathematics failure. The top 15, in priority order:
- Premature rounding propagating through a multi-step calculation. The #1 P2 trap. Carry full precision; round once, at the end.
- Bare answers with no setup. Wrong bare answer = zero; wrong answer with method = partial credit.
- Radian / degree mode error. Silently corrupts every trig answer in a question. No recoverable method.
- Calculator notation as the final answer. Always finish with an evaluated number.
- normalcdf vs invNorm. Given a probability → invNorm. Given values → normalcdf.
- Regressing the wrong variable. y-on-x to predict y; x-on-y to predict x. Wrong line = explicit M0A0, no follow-through.
- GDC returns one solution when the domain wants several. Graph over the whole domain, count, solve each.
- Trusting a root outside the valid domain. A negative length or time is a real root, not a valid answer.
- Finance solver: P/Y vs C/Y, sign convention, or time units. Write the inputs as a labelled list first.
- "Show that" / "Hence" answered with the calculator. Loses both the M and the AG. Pen, not machine.
- Displacement vs distance — ∫v dt is signed displacement; distance needs ∫|v| dt.
- Optimisation: stopping at the input x instead of substituting back for the value asked.
- Sequence inequality: reporting the GDC's non-integer instead of rounding to the correct integer (round up to exceed a target).
- Extrapolation not flagged when predicting outside the data range — a whole R mark.
- Exact value demanded but a decimal given — e.g. k = ln a left as 0.0998.
Three or four of these will be your recurring habits. On the calculator paper the habits are almost never mathematical — they are mode, rounding, and showing setup. Fixing those three is worth more than any new technique.
§P2·6 Keystone habits The seven Paper 2 reflexes — drill these until automatic
The seven keystone habits for Paper 2
- Write down what you typed into the calculator. The equation, the integral with limits, the named distribution, the TVM entries. Protects the M mark — and the A behind it — on almost every question.
- Check the angle mode before any trigonometry. Radians unless told otherwise. A five-second glance at the start of the paper, and again whenever a trig answer looks wrong.
- Store intermediate results in memory; recall at full precision. Never re-type a rounded number into the next part. Show 3 s.f. on the page; carry every digit in the machine.
- Round only the final answer, to 3 s.f. unless told otherwise. Watch for money (2 d.p.) and explicit instructions.
- Match the route to the command term. When it invites technology, use it confidently; when it says "show that" or "hence", do the written work anyway.
- Name the distribution, label the sketch, state the interpretation.
X ~ N(μ, σ²)before any probability; features marked with values on any sketch; a sentence on any "comment" or "interpret" part. - In Section B, attempt every (a) and (b) before any (d) or (e). ~60% of a chain's marks live in its first half.
The deepest finding about Paper 2 is the same boring truth as Paper 1: there is no trick. The calculator moves the difficulty to the setting-up and the interpreting. Show your setup — everything else is bookkeeping.
Every P1 and P2, with mark scheme
Click a paper in the sidebar. The question paper opens on the left; toggle the Split view to bring the mark scheme alongside. For the six P1 sittings I deep-analysed (marked ✓), the per-question metadata below the viewer tells you topic, marks, command term, and the specific traps that fire on questions of that genre.
Recommended: open the most recent (Nov 2025 P1 TZ1), do it timed on paper, then come back here to mark yourself with the scheme open in split view.