> For the complete documentation index, see [llms.txt](https://docs.saharaai.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.saharaai.com/developer-docs-ai-developer-portal/rewards.md).

# Rewards

The following incentives will be distributed to testers after the testing phase ends:

### **Compute Credit Incentives**

* $100 in Initial Compute Credits → Granted only to testers who submit both the final questionnaire and a working AI pipeline at the end of the testing phase. This allows them to continue experimenting and refining their models.
* $300 in Additional Compute Credits → Awarded to the top 20% of testers based on contributions, performance, and pipeline quality.

### **Participation-Based Incentives**

* Weekly Questionnaire Participation → Testers who fill out the weekly questionnaires will be granted 20 Sahara Points per submission.

### **Feedback-Based Incentives**

* Approved Feedback → Testers who submit high-quality feedback approved by the Sahara Team will receive 180 Sahara Points.

### **Leaderboard-Based Incentives**

Sahara Points Based on Leaderboard Performance → Testers will be ranked based on contributions.