✦ Independent Accuracy Evaluation

HAN's accuracy,
independently verified

Every answer HAN gives is tested against official IB mark schemes by an independent LLM judge. Here's the unfiltered result — no cherry-picking, no spin.

By level

HL vs SL performance

Higher Level (HL) papers are significantly harder — more abstract, more steps, broader syllabus.

MAA HL
MAA SL
📚 Accuracy by Topic
🎯 Score Breakdown by Dimension

Each response is scored across five dimensions by an independent IB-trained judge. Scores are out of the max for each dimension.

Final Answer
/ 2
Method & Key Steps
/ 2
Mark Scheme Alignment
/ 2
IB Presentation
/ 1
Examiner Note
/ 1
📋 IB AA Topic Coverage

Analysis & Approaches (AA) HL has 5 core topic areas. Coverage shows the proportion of questions evaluated in each area.

IB MAA 2022–2025

Exam Trend Analysis

How marks are distributed across topics in real IB papers — based on the questions in HAN's bank. The more marks a topic carries, the more it matters for your score.

📊 Marks by Topic
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📅 Marks by Year & Session
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Exam Intelligence

What to Focus On Next

Ranked by exam weight — the topics that consistently carry the most marks across 2022–2025 IB papers. Mastering these gives the highest return on study time.

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How we measure
Transparent, reproducible evaluation

Every accuracy score you see here is the result of a fully automated, unbiased evaluation pipeline — not self-reported or hand-picked. The process runs against real IB past paper questions with verified gold-standard answers.

Because the same rubric runs on every new batch of questions, accuracy is tracked over time — you can see if HAN is improving.

Step 1
HAN answers the question
The same Claude model used in production responds to a real IB past paper question, unprompted.
Step 2
Judge scores the response
A separate LLM judge compares HAN's response to the official IB gold answer and key steps, scoring 5 dimensions (0–8 total).
Step 3
Results are published here
All scores — including low-scoring questions — are included. No cherry-picking. Updated as new questions are evaluated.

Put HAN to work on your questions.

Free to try — no account needed.

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