SEA-HELM (Malay) - Translations: leaderboard

Machine translation between English and Malay in both directions, averaged over the translation pairs. Normalized 0-100 score from AI Singapore's SEA-HELM leaderboard: (score - random baseline) / (maximum - baseline), floored at 0 and averaged over eight runs; higher is better.

Metric: Normalized Score. Source: leaderboard.sea-lion.ai. Saturation forecast: Estimated already saturated. 58 models tracked.

Top models

#ModelScoreOverall rank
1Gemma 4 26B A4B (IT) (Reasoning)92.85#293 (Gemma 4 26B A4B (IT))
2Qwen 3.6 27B (Reasoning)92.32#182 (Qwen 3.6 27B)
3Qwen 3.5 122B A10B (Reasoning)91.94#184 (Qwen 3.5 122B A10B)
4Qwen 3.6 35B A3B (Reasoning)91.9#238 (Qwen 3.6 35B A3B)
5Gemma 3 27B (IT)91.87#528
6Qwen 3.5 27B (Reasoning)91.84#192 (Qwen 3.5 27B)
7Qwen 3.5 35B A3B (Reasoning)91.59#268 (Qwen 3.5 35B A3B)
8Llama 4 Scout Instruct91.14#547
9Llama-SEA-LION-v3-70B-IT91.02#407
10Gemma 3 12B (IT)90.98#672
11GPT-OSS-120B (Reasoning)90.96#346 (GPT-OSS-120B)
12Qwen 3 VL 32B Instruct90.59#290
13Qwen 3.5 9B (Reasoning)90.19#391 (Qwen 3.5 9B)
14Llama 3.3 70B Instruct90.1#541
15Llama-SEA-LION-v3-8B-IT89.48#800

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

Interactive version: theaggregate.ai/benchmark?slug=sea-helm-malay-translations · How It Works · Data refreshed daily, snapshot 2026-11-05.