SEAL - Chinese: leaderboard

1,000 single-turn Chinese-language prompts across writing, coding, daily life, travel, and creative tasks, measuring helpfulness, fluency, and cultural appropriateness in Chinese.

Metric: Score. Source: scale.com. Saturation forecast: Estimated already saturated. 21 models tracked.

Top models

#ModelScoreOverall rank
1O1 (2024-12-17)1165#149
2O3 Mini1156#272
3O1 Preview1120#193
4Gemini 2.0 Flash1115#342
5Gemini 1.5 Pro1077#445
6Gemini 2.0 Flash (Thinking)1060#342 (Gemini 2.0 Flash)
7DeepSeek R11052#251
8DeepSeek V31031#321
9GPT-4o (2024-08-06)1029#336
10Gemini 1.5 Flash1015#618
11Mistral Large 2 (Jul)1006#484
12DeepSeek V2 Chat996#563
13GPT-4985#438
14aya-expanse-32B967#692
15Gemma 2 27B966#806

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=seal-chinese · How It Works · Data refreshed daily, snapshot 2026-10-20.