PaliBench - BLEU: leaderboard

Metric: BLEU (0-100), sacrebleu corpus BLEU, 1,700 Pali canon passages translated into English, each scored against three human reference translations (Bodhi, Sujato, Thanissaro), corpus level, models through OpenRouter; higher is better. Source: arxiv.org. Saturation forecast: Around February 2027. 10 models tracked.

Top models

#ModelScore
1Gemini 3 Pro (Preview)63.3
2Gemini 3 Flash (Preview)57.9
3Claude Opus 4.556.2
4DeepSeek V3.251.3
5Kimi K2.547.5
6GLM-4.743.7
7GPT-5.242.5
8Qwen 3 235B A22B 2507 Instruct40.6
9Grok 4.1 Fast40.1
10Llama 3.3 70B Instruct34.4

Interactive version: theaggregate.ai/benchmark?slug=palibench-bleu · How It Works · Data refreshed daily, snapshot 2026-10-07.