FREE REVIEW WORKSPACE
See where your Arabic AI needs work.
Bring your test cases and model responses. Review each answer, then compare your results by model and dialect.
Your cases stay in this browser. No account or API key required.
GET STARTED
Bring your responses
Upload a UTF-8 CSV or paste one below. Use one row for each model response. The example is illustrative, not a benchmark or model result.
Required columns model dialect prompt response
Optional columns case_id expected
Case IDs are for your reference; the tool does not match or check cases between models. Wrap fields containing commas or line breaks in double quotes. Maximum 500 responses and 1 MB.
YOUR REVIEW
Review responses
Decide whether each response meets your requirements. Define a consistent standard before comparing models.
Response to review
Prompt
Reference or criteria
Model response
BREAKDOWN
Compare your reviews
These are manual review results, not a model leaderboard. Model totals can cover different cases; compare only after reviewing the same cases for each model. The tool does not verify that they match.
By model
| Model | Total | Reviewed | Passed / reviewed |
|---|
By dialect
| Dialect | Total | Reviewed | Passed / reviewed |
|---|
NEED A CLOSER LOOK?
Get a native-speaker evaluation.
Bayanat Labs can help design a test set and review responses for your dialects, domain and use case.
Bench does not call models, automatically grade answers, or verify your test data. It is a workspace for your own manual review; your results do not establish overall model quality or safety.
Read the LabelBench research and learn about our Arabic evaluation services.