AI Multilingual Translator
Translate to all Indian languages instantly.
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Translate to all Indian languages instantly.
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No translations yet — enter text above and click "Translate to All Languages".
Benchmarking legacy engines against modern GPT and OSS models.
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| Subject ID | Subject | Work Order | Time | Translation Time (s) | Input Text |
|---|---|---|---|---|---|
| No translations yet — run a translation on the Translate page first. | |||||
📍 All models scored against avg(Google + Gemini) as reference — BERT · BLEU · chrF · Fluency
Load a Translation ID and click "Compare with Llama 4 & Gemini" — result cards will stream in per language as batches finish.
Downloads the full comparison as JSON
Engines: GPT-4o · Claude 3.5 Sonnet · DeepL Pro · Google Neural 2
Total Translations
Languages per run
IDs saved
| TXN ID | Time | Translation Time (s) | Compare Time (s) | Work Order | Subject | Subject ID | Input Text | Action |
|---|---|---|---|---|---|---|---|---|
| No history yet. | ||||||||
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Permanently deletes all your translations, saved Translation IDs, and resets your TXN counter back to TXN-001. Other users' history is not affected. This cannot be undone.
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| Username | Subject | Work Order | Time | Input Text |
|---|---|---|---|---|
| Loading translations… | ||||
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No translation loaded yet — enter a TXN ID above and click Load.
Enter a human reference and click "Evaluate All Models".
| RANK | MODEL ENTITY | OVERALL SCORE | STRENGTH INDICATOR |
|---|---|---|---|
| Run an evaluation to populate the leaderboard. | |||