JP-TL-Bench - English to Japanese: leaderboard

Metric: LT Score (0-10; anchored pairwise Bradley-Terry vs 20 Base Set v1.0 anchors, gemini-2.5-flash judge). Source: arxiv.org. Saturation forecast: Around November 2026. 64 models tracked.

Top models

#ModelScore
1Gemini 3 Pro (Preview)9.99
2Gemini 3 Flash (Preview)9.99
3Gemini 2.5 Pro9.97
4Gemini 2.5 Flash9.96
5DeepSeek V3.1 Terminus9.94
6GPT-OSS-120B9.86
7Kimi K2 09059.86
8Qwen 3 235B A22B 2507 Instruct9.85
9Gemma 3 27B (IT)9.69
10GPT-4o (2024-08-06)9.61
11Qwen 3 30B A3B 2507 Instruct9.56
12Ministral-3-14B-Instruct-25129.55
13ABEJA-Qwen2.5-32B-Japanese-v1.09.07
14ELYZA-Shortcut-1.0-Qwen-32B9.07
15Llama-3.3-Swallow-70B-Instruct-v0.49.06

Interactive version: theaggregate.ai/benchmark?slug=jp-tl-bench-english-to-japanese · How It Works · Data refreshed daily, snapshot 2026-09-25.