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Insights From The VCE General Maths Examination Report To Help VCE Students

VCAA examiner reports reveal where students succeed and struggle. This section outlines VCE General Maths Exam 1 vs 2 and key 2025 insights, based on the 2023–2027 Study Design and official reports.

Max Milstein
Director Apex Tuition Australia
February 20, 2026
|
10
min read

Every year, the VCAA examiner reports give us an unusually honest window into how students actually performed — not just what was tested, but where students consistently succeeded or struggled. In this section, we’ll break down how the VCE General Mathematics examination is structured, clarify the differences between Exam 1 and Exam 2, and use the 2025 examiner data to highlight what future students should prioritise (and what they should be careful not to underestimate).

This analysis draws directly on the General Mathematics Study Design (2023–2027) and the official 2025 examiner reports for both examinations .

Overview of the VCE General Mathematics Exams

VCE General Mathematics Units 3 & 4 are assessed using two external examinations, each designed to test different mathematical skills.

At a high level:

  • Paper 1 focuses on knowledge, fluency, and decision-making under time pressure
  • Paper 2 focuses on reasoning, interpretation, communication, and multi-step problem solving

Both exams assume full access to approved CAS technology, but how that technology is used — and how much thinking happens before pressing buttons — differs significantly.

Paper 1 vs Paper 2: Key Differences

Feature Paper 1 Paper 2
Format Multiple-choice only (40 questions) Short-answer & extended-response
Marks contribution 30% of study score 30% of study score
Duration 1 hour 2 hours
Calculator use CAS permitted CAS permitted
Core focus Accuracy, efficiency, correct selection of methods Interpretation, justification, correct mathematical language
Areas examined Data Analysis, Recursion & Financial Modelling, Matrices, Networks Same content areas, but in richer contexts
Common pitfalls Misreading questions, incorrect interpretation, over-reliance on CAS Poor explanations, rounding errors, incomplete reasoning

In short: Paper 1 asks “Can you choose and execute the right method?”

Paper 2 asks “Can you explain, interpret, and justify that method?”

Question Breakdown for VCE General Mathematics Examination 1

To help students better understand the structure of the VCE General Mathematics Examination 1, this section maps each question to its respective topic and provides short description of the question as well.

Q Topic Area % Correct Description of question
1 Data Analysis 75% Median identification from frequency table
2 Data Analysis 76% Weighted mean from frequency data
3 Data Analysis 82% Boxplot interpretation (comparative reasoning)
4 Data Analysis 52% Logarithmic transformation & interpretation
5 Data Analysis 81% Normal distribution, z-scores
6 Data Analysis 79% Outliers using fences
7 Data Analysis 86% Conditional probability
8 Data Analysis 79% Appropriate data display
9 Data Analysis 66% Least squares line from scatterplot
10 Data Analysis 63% Correlation vs causation
11 Data Analysis 81% Log transformation regression
12 Data Analysis 61% Squared transformation regression
13 Data Analysis 76% Median from moving window
14 Data Analysis 85% Time series features
15 Data Analysis 81% Moving averages
16 Data Analysis 50% Percentage change interpretation
17 Recursion & Finance 53% Recursive sequence interpretation
18 Recursion & Finance 52% Geometric sequences
19 Recursion & Finance 49% Comparing depreciation models
20 Recursion & Finance 55% Depreciation per unit time
21 Recursion & Finance 69% Annuity reasoning
22 Recursion & Finance 68% Finance solver – interest rate
23 Recursion & Finance 41% Nominal vs effective rates
24 Recursion & Finance 52% Loan term comparison
25 Matrices 83% Matrix type identification
26 Matrices 84% Matrix multiplication
27 Matrices 76% Determinants & inverse conditions
28 Networks 93% Direct communication paths
29 Matrices 84% Transition matrices
30 Matrices 73% Completing matrices
31 Matrices 70% Matrix dimension logic
32 Matrices 63% Competition matrices
33 Networks 76% Hamiltonian cycles
34 Networks 85% Identifying bridges
35 Networks 65% Network flow calculations
36 Networks 77% Maximum flow
37 Networks 73% Minimum cut
38 Networks 47% Shortest path
39 Networks 71% Hungarian algorithm
40 Networks ~70% Assignment optimisation

What were the easiest and hardest questions?

The easiest three questions were:

Question 28 on Networks (98% got this correct)

Answer: C

Check each option:A does not directly communicate with C. Eliminate option A.B does not directly communicate with E. Eliminate option B.All direct links work.F does not directly communicate with D. Eliminate option D.

Question 7 on Data Analysis (86% got this correct)

Answer: B

42 ÷ (28 + 42 + 35) = 40%

Question 14 on Data Analysis (85% got this correct)

Answer: D

Time series shows decreasing trend with irregular fluctuations

The hardest three questions were:

Question 23 on Recursion & Finance (41% got this correct)

Answer: B

Step 1. The nominal interest rate = nom(4.51,26) = 4.415% p.a.

Step 2. Use Finance Solver to find total balance, where,

N = 5 × 26, I% = 4.415, PV = −5000, Pmt = 0, CpY = PpY = 26

Solve for FV. FV = $6233.8910… ≈ $6233.89

Step 3. The interest earned = $6233.89 − $5000 = $1233.89 ≈ $1234

Question 38 on Networks (47% got this correct)

Answer: A

The shortest path is 900 + 500 + 400 + 800 + 1100 = 3700

Question 19 on Recursion & Finance

Answer B:

Two possible methods include:

  1. Continue the table using a flat rate deduction of $4000 per year and a reducing balance factor of 0.92, or
  2. Solve 60 000 − 4000n = 60 000 × 0.92n for n which givesn = 5.582…The value using flat rate depreciation will first be lower after 6 years.

Which topic was the hardest in the General Maths Paper 1 2025 exam?

Using the percentage of students who selected the correct answer for each question, we can calculate the average success rate per topic.

Topic Questions Average % Correct
Networks & Decision Mathematics Q33–40 ≈ 74%
Data Analysis Q1–16 ≈ 73%
Matrices Q25–32 ≈ 76%
Recursion & Financial Modelling Q17–24 ≈ 55%

👉 Key takeaway:

Recursion & Financial Modelling was, by a long way, the weakest topic overall.

Question Breakdown for VCE General Mathematics Examination 2

While Exam 1 rewards speed and selection, Exam 2 is where conceptual understanding, interpretation, and mathematical communication are tested. By separating the questions into 1-mark and 2-mark tasks, we can clearly see what skills VCAA expects students to execute instantly versus where deeper reasoning is required.

Question Topic Subtopic (Study Design) Key Skill Assessed # Marks % 0 mark % 1 mark % 2 mark
1aData AnalysisMedian & ordered dataIdentifying median correctly116%84%
1bData AnalysisData typesNominal vs ordinal123%77%
1c.iData AnalysisMeasures of spreadCalculating SD131%69%
1c.iiData AnalysisComparing distributionsInterpreting SD153%47%
1dData AnalysisPercentage distributionsReading segmented data111%89%
2aData AnalysisOutliers & fencesCalculating IQR fence115%85%
2bData AnalysisOutliersIdentifying outliers118%82%
3Data AnalysisNormal distributionProbability using SD241%13%47%
4aData AnalysisRegression variablesIdentifying explanatory variable16%94%
4bData AnalysisRegression interpretationInterpreting slope (sign)179%21%
4cData AnalysisInterceptsInterpreting y-intercept127%73%
4dData AnalysisInterpolation/extrapolationConceptual classification173%27%
4eData AnalysisCorrelationStrength & direction215%20%65%
4f.iData AnalysisResidualsCalculating residual159%41%
4f.iiData AnalysisGraphingPlotting accurately155%45%
5aData AnalysisRegression modellingWriting linear model230%43%28%
5bData AnalysisCoefficient of determinationInterpreting r²156%44%
6aData AnalysisTime seriesIdentifying components223%45%32%
6bData AnalysisSeasonal indicesMulti-step calculation274%14%12%
7aRecursion & FinanceLoan balancesReading financial tables17%93%
7bRecursion & FinanceReducing balance loansConceptual explanation135%65%
7cRecursion & FinanceLoan schedulesExtracting correct values160%40%
7dRecursion & FinanceFinance solverInterpreting solver output159%41%

What were the easiest and hardest questions?

The easiest three questions were:

Question 11a on Matrices (96% got this correct)

Answer:

3 x 5

Question 7a on Recursion and Finance (93% got this correct)

Answer:

$850,000

Question 15b on Networks (91% got this correct)

Answer:

5 + 4 = 7 + 2

The three hardest questions were

Question 6b on Data Analysis (12% got full marks)

Answer:

Two different approaches were permitted here that gave almost identical answers.

Seasonal Index = (0.4986 + 0.6780 + 0.6704 + 0.5042) / 4

= 0.588

OR

Averages:

Sept = (15 + 20 + 20 + 15) / 4 = 17.5

Totals = (361 + 354 + 358 + 357) / 48 = 29.79…

Seasonal Index (Sept) = 17.5 / 29.79…

= 0.587

Question 10 on Recursion & Finance (11% got full marks)

Finance solver entries

Question 13bii on Matrics (17% got full marks)

Answer:

7.776 × 0.24

= 2

Which topic was the hardest in the General Maths Paper 2 2025 exam?

To identify the hardest topic, we calculate the average full-mark rate per topic, weighted by question type.

Topic Averages (Exam 2)

Topic Questions Avg Full-Mark % Interpretation
Matrices Q11–14 ≈ 63% Strong procedural confidence
Networks & Decision Maths Q15–18 ≈ 61% Solid understanding, some arithmetic errors
Data Analysis Q1–6 ≈ 54% Strong on basics, weak on interpretation
Recursion & Financial Modelling Q7–10 ≈ 47% Consistently weakest topic

Insights from Examiners for the General Maths Exam

The examiner report makes one message very clear: most marks in General Maths are lost through interpretation, imprecision, and misuse of technology, not because the maths itself is too difficult. Across topics, students who understood what the mathematics represented consistently outperformed those who focused only on procedures.

Data Analysis

Data Analysis was the most heavily examined area, and while many students showed solid technical ability, interpretation remained a major weakness.

  • Students were generally comfortable calculating statistics such as medians, standard deviations, residuals, and regression values, but many struggled to explain what those values meant in context, particularly when interpreting regression slopes, extrapolation, and coefficients of determination.
  • A very common error was ignoring the sign of the slope in regression questions, with many students correctly identifying the magnitude but failing to recognise that a negative slope changes the interpretation entirely.
  • Examiners repeatedly stressed that interpolation and extrapolation depend on the explanatory variable, not whether the predicted value “looks reasonable”, yet many students referred incorrectly to the response variable instead.
  • In time series questions, students often identified trends or seasonality correctly, but marks were lost when formal terminology from the study design was not used, even when the idea was correct.
  • Multi-step questions involving seasonal indices or normal distributions showed that students frequently rounded too early, despite explicit instructions not to do so, leading to otherwise avoidable mark losses.

Key takeaway:

Being able to calculate is not enough, students must practise explaining statistical results clearly, precisely, and using correct study-design language.

Recursion & Financial Modelling

This was the weakest topic overall, and examiner commentary here was the most critical.

  • Many students relied heavily on the finance solver without understanding the underlying model, resulting in answers that were technically calculated but mathematically inappropriate for the question being asked.
  • A persistent issue was confusion between recursive rules and explicit formulas, with some students giving essentially the same expression twice, showing a lack of conceptual distinction.
  • Errors were especially common when interpreting interest rates, particularly distinguishing between nominal rates, effective rates, and growth factors, even when formulas were provided.
  • In loan and depreciation questions, students often selected correct values but failed to interpret them correctly, for example giving repayments with the wrong sign or misunderstanding what a balance represented.
  • Examiners repeatedly noted that students who followed tables and question instructions carefully performed far better than those who attempted to “shortcut” using technology.

Key takeaway:

This topic rewards conceptual understanding over button-pressing, and students must know what each variable represents before reaching for CAS.

Matrices

Matrices was one of the strongest topics overall, but examiner comments still reveal important lessons.

  • Students generally performed well on procedural tasks such as matrix multiplication and identifying matrix types, particularly when dimensions and definitions were checked carefully.
  • Marks were commonly lost in contextual matrix questions when students summed rows instead of columns (or vice versa), indicating that interpretation, not calculation, was the issue.
  • Questions involving identity matrices exposed a shallow understanding, with many students applying operations mechanically without recognising that an identity matrix leaves values unchanged.
  • In expected value questions, students often lost all marks by providing a final answer without working, despite the question clearly being worth multiple marks.

Key takeaway:

Matrices is reliable scoring territory, but context matters, and students must slow down and connect the matrix operation to what it represents.

Networks & Decision Mathematics

Networks was a relative strength, especially for visual and identification tasks, but weaknesses emerged as complexity increased.

  • Students performed very well on identifying Hamiltonian paths, Eulerian properties, and simple network totals, showing strong familiarity with definitions and visual structures.
  • Errors increased noticeably in optimisation questions involving critical paths, floats, and time–cost trade-offs, particularly when multiple steps were required.
  • A recurring issue was students providing extra, incorrect information, which cost marks even when the core answer was correct.
  • Arithmetic accuracy under time pressure was a significant factor, with some students understanding the method but losing marks due to small calculation errors.

Key takeaway:

Understanding network concepts is not enough, discipline, accuracy, and restraint are essential once calculations are involved.

Max Milstein
Director Apex Tuition Australia
Max has been tutoring for the last 10 years specialising in Maths. He graduated in 2014 from Wesley College as the Walter Powell Scholar achieving a 99.85 ATAR. Since completing school, Max has completed a Bachelor of Commerce and a Diploma of Languages (French) from the University of Melbourne. Throughout university Max was the General Manager of Apex Tuition Australia.After graduating from university Max worked as a Management Consultant where he consulted to various ASX200 companies as well as assisting on various private equity deals. In 2023 Max quit his career as a Management Consultant, and came back to run Apex Tuition Australia as the Director. Now Max's goal is to grow Apex Tuition Australia into Australia's number one tutoring agency.
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