How Mahak Works

The platform operates in four steps anyone can take, no technical background required.

1. Copy a prompt

Choose a ready-made prompt from trusted everyday domains: legal contracts, business correspondence, creative writing, customer support, and instruction following. Each prompt is natively Arabic and comes with clear rubric criteria.

2. Run it in your model

Paste the prompt into any AI model you use — no restrictions on model or interface. Copy the output as-is, without editing.

3. Submit the output

Share the model’s output with the model name and available documentation (quick submit, public chat link, or API-verified).

4. Let the community evaluate

The community evaluates submissions through multi-dimensional reaction tags that reveal each model’s strengths and weaknesses. Results are aggregated in a transparent matrix visible to everyone.

Why blind comparison?

In the arena, two models’ outputs are displayed side by side without revealing their identities. The evaluator votes for the better one without bias toward the model’s name or reputation. This ensures evaluation depends on output quality alone.