Test Community Network Research Project

MCQ LLM Leaderboard

Contribute a multiple-choice item to evaluate model behaviour on professional-assessment tasks.

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Try the same shared sample test everyone else takes — 5 head-to-head questions drawn at random from a bank generated by every model on the leaderboard. Your votes count toward the live rankings. No signup, no generation cost.

Try the shared sample test

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Practical guides to help assessment professionals understand and use AI responsibly.

Build an MCQ Question and start your analysis.

Use this form to build an MCQ generation prompt, this will generate 5 questions using 5 random large language models from the leaderboard. Judge the items to update the leaderboard with your expertise.

1. Topic or Domain
2. Learning Outcome
3. Level Description
4. Taxonomy & Cognitive Operation
5. Jurisdiction
6. Format
7. Scenario
8. Distractor Logic

Contribute a subject

Define the domain or knowledge area the item should assess.

Use custom instructionsCustom instructions override taxonomy, cognitive operation, jurisdiction, format, scenario and distractor settings. The topic, learning outcome and level description are still included.