Alexandria - English to Moroccan Arabic (Single Turn, No Metadata): leaderboard
Metric: spBLEU (0-100; SacreBLEU with the FLORES-200 SentencePiece tokenizer; single English turns of the Alexandria public test set translated into Moroccan Arabic with no speaker metadata in the prompt). Source: arxiv.org. Saturation forecast: Estimated already saturated. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | c4ai-command-a-03-2025 | 18.6 |
| 2 | aya-expanse-32B | 11.52 |
| 3 | Gemma 3 12B (IT) | 11.33 |
Interactive version: theaggregate.ai/benchmark?slug=alexandria-english-to-moroccan-arabic-single-turn-no-metadata · How It Works · Data refreshed daily, snapshot 2026-09-26.