Project AURIONAI Use-Cases Research & Innovation
AI Singapore

SEA-HELM

SEA average and per-language (incl. Indonesian) scores for open-weight models

Southeast Asian and Indonesianactive
81scores
40models
0independent
81maintainer-run
0vendor-reported

Definition

Version
not in the notes
Category
Southeast Asian and Indonesian
Maintainer
AI Singapore
Status
active
Home page
https://leaderboard.sea-lion.ai/detailed/SEA

Sources

  1. SEA-HELM Leaderboard leaderboard.sea-lion.ai/detailed/SEA https://leaderboard.sea-lion.ai/detailed/SEA
  2. SEA-HELM Leaderboard leaderboard.sea-lion.ai/detailed/ID https://leaderboard.sea-lion.ai/detailed/ID
  3. SEA-HELM Leaderboard leaderboard.sea-lion.ai https://leaderboard.sea-lion.ai/
  4. SEA-HELM: Southeast Asian Holistic Evaluation of Language Models arxiv.org https://arxiv.org/abs/2502.14301
  5. Indonesia Tech Leaders Team With NVIDIA and Partners to Launch Nation’s AI blogs.nvidia.com https://blogs.nvidia.com/?p=75648
  6. GoToCompany/Llama-Sahabat-AI-v2-70B-IT , Hugging Face huggingface.co https://huggingface.co/GoToCompany/Llama-Sahabat-AI-v2-70B-IT
  7. aisingapore/Qwen-SEA-LION-v4.5-27B-IT , Hugging Face huggingface.co https://huggingface.co/aisingapore/Qwen-SEA-LION-v4.5-27B-IT

Scores at a Glance

Score, SEA-HELM leaderboard, 58 models, SEA average

Higher is better for this unit.

1GoogleGemma 4 26B-A4BGoogleCheckpoint gemma-4-26B-A4B-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
74.81 score
maintainer-run2Alibaba (Qwen)Qwen3.6-35B-A3BAlibaba (Qwen)Checkpoint Qwen3.6-35B-A3B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
73.86 score
maintainer-run3Alibaba (Qwen)Qwen3.5-35B-A3BAlibaba (Qwen)Checkpoint Qwen3.5-35B-A3B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
73.55 score
maintainer-run4Alibaba (Qwen)Qwen3.8-Flash-NextAlibaba (Qwen)Checkpoint Qwen3.8-Flash-Next as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
73.04 score
maintainer-run5GoogleGemma 4 12BGoogleCheckpoint gemma-4-12B-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
69.31 score
maintainer-run6Alibaba (Qwen)Qwen3.5-9BAlibaba (Qwen)Checkpoint Qwen3.5-9B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
69.13 score
maintainer-run7GoogleGemma 4 E4BGoogle, Google DeepMindCheckpoint gemma-4-E4B-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
66.3 score
maintainer-run8Googlegemma-3-27b-itGoogleCheckpoint gemma-3-27b-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
64.54 score
maintainer-run9AI SingaporeGemma-SEA-LION-v4-27B-ITAI SingaporeCheckpoint Gemma-SEA-LION-v4-27B-IT as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
64.35 score
maintainer-run10Alibaba (Qwen)Qwen3.5-4BAlibaba (Qwen)Checkpoint Qwen3.5-4B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
63.82 score
maintainer-run11MetaLlama 4 ScoutMetaCheckpoint Llama-4-Scout-17B-16E-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
63.43 score
maintainer-run12OpenAIgpt-oss-20bOpenAICheckpoint gpt-oss-20b as listed, quantization mxfp4; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
60.64 score
maintainer-run13MetaLlama-3.3-70B-InstructMetaCheckpoint Llama-3.3-70B-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
60.44 score
maintainer-run14Alibaba (Qwen)Qwen3-8BAlibaba (Qwen)Checkpoint Qwen3-8B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
60.33 score
maintainer-run15Alibaba (Qwen)Qwen3-VL-8B-InstructAlibaba (Qwen)Checkpoint Qwen3-VL-8B-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
56.6 score
maintainer-run16AI SingaporeQwen-SEA-LION-v4-8B-VLAI SingaporeCheckpoint Qwen-SEA-LION-v4-8B-VL as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
56.41 score
maintainer-run17Swiss AI (EPFL, ETH Zurich, CSCS)Apertus v1.5 8BSwiss AI (EPFL, ETH Zurich, CSCS)Checkpoint Apertus-v1.5-8B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
54.16 score
maintainer-run18Z.ai (Zhipu)GLM 4.7 FlashZ.ai (Zhipu)Checkpoint GLM-4.7-Flash as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
53.76 score
maintainer-run19Mistral AIMistral Small 4Mistral AICheckpoint Mistral-Small-4-119B-2603 as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
52.07 score
maintainer-run20GoogleGemma-3-4B-itGoogleCheckpoint gemma-3-4b-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
47.84 score
maintainer-run21NVIDIANemotron 3 Nano 30B-A3BNVIDIACheckpoint NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
46.89 score
maintainer-run22MetaLlama-3.1-8B-InstructMetaCheckpoint Llama-3.1-8B-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
37.2 score
maintainer-run23Cohere LabsTiny Aya waterCohere LabsCheckpoint tiny-aya-water as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
19.75 score
maintainer-run24Cohere LabsTiny Aya globalCohere LabsCheckpoint tiny-aya-global as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
19.19 score
maintainer-run
020406080

Score, SEA-HELM leaderboard, 58 models, Indonesian (ID)

Higher is better for this unit.

1Alibaba (Qwen)Qwen3.8-Flash-NextAlibaba (Qwen)Checkpoint Qwen3.8-Flash-Next as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
79.04 score
maintainer-run2GoogleGemma 4 26B-A4BGoogleCheckpoint gemma-4-26B-A4B-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
78.26 score
maintainer-run3Alibaba (Qwen)Qwen3.5-35B-A3BAlibaba (Qwen)Checkpoint Qwen3.5-35B-A3B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
77.55 score
maintainer-run4Alibaba (Qwen)Qwen3.6-35B-A3BAlibaba (Qwen)Checkpoint Qwen3.6-35B-A3B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
77.29 score
maintainer-run5GoogleGemma 4 12BGoogleCheckpoint gemma-4-12B-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
74.51 score
maintainer-run6Alibaba (Qwen)Qwen3.5-9BAlibaba (Qwen)Checkpoint Qwen3.5-9B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
74.23 score
maintainer-run7MetaLlama-3.3-70B-InstructMetaCheckpoint Llama-3.3-70B-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
71.37 score
maintainer-run8AI SingaporeGemma-SEA-LION-v4-27B-ITAI SingaporeCheckpoint Gemma-SEA-LION-v4-27B-IT as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
70.55 score
maintainer-run9Googlegemma-3-27b-itGoogleCheckpoint gemma-3-27b-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
70.41 score
maintainer-run10Alibaba (Qwen)Qwen3.5-4BAlibaba (Qwen)Checkpoint Qwen3.5-4B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
69.66 score
maintainer-run11GoogleGemma 4 E4BGoogle, Google DeepMindCheckpoint gemma-4-E4B-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
69.65 score
maintainer-run12Alibaba (Qwen)Qwen3-8BAlibaba (Qwen)Checkpoint Qwen3-8B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
69.36 score
maintainer-run13OpenAIgpt-oss-20bOpenAICheckpoint gpt-oss-20b as listed, quantization mxfp4; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
68.38 score
maintainer-run14MetaLlama 4 ScoutMetaCheckpoint Llama-4-Scout-17B-16E-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
67.86 score
maintainer-run15Alibaba (Qwen)Qwen3-VL-8B-InstructAlibaba (Qwen)Checkpoint Qwen3-VL-8B-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
67.46 score
maintainer-run16AI SingaporeQwen-SEA-LION-v4-8B-VLAI SingaporeCheckpoint Qwen-SEA-LION-v4-8B-VL as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
67.21 score
maintainer-run17NVIDIANemotron 3 Nano 30B-A3BNVIDIACheckpoint NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
65.36 score
maintainer-run18Mistral AIMistral Small 4Mistral AICheckpoint Mistral-Small-4-119B-2603 as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
63.14 score
maintainer-run19Swiss AI (EPFL, ETH Zurich, CSCS)Apertus v1.5 8BSwiss AI (EPFL, ETH Zurich, CSCS)Checkpoint Apertus-v1.5-8B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
62.23 score
maintainer-run20GoogleGemma-3-4B-itGoogleCheckpoint gemma-3-4b-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
57.71 score
maintainer-run21MetaLlama-3.1-8B-InstructMetaCheckpoint Llama-3.1-8B-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
54.48 score
maintainer-run22Cohere LabsTiny Aya waterCohere LabsCheckpoint tiny-aya-water as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
33.23 score
maintainer-run23Cohere LabsTiny Aya globalCohere LabsCheckpoint tiny-aya-global as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstraps
32.12 score
maintainer-run
020406080

Score, SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps

Higher is better for this unit.

1GoogleGemma 4 31BGoogle, Google DeepMind
79.75 score
maintainer-run2Alibaba (Qwen)Qwen3.6-27BAlibaba (Qwen)
77.96 score
maintainer-run3Alibaba (Qwen)Qwen3.5-122B-A10BAlibaba (Qwen)
77.93 score
maintainer-run4AI SingaporeQwen-SEA-LION-v4.5-27B-ITAI Singapore
76.51 score
maintainer-run5MetaMuse Glimmer 30BMeta
75.61 score
maintainer-run6AI SingaporeNemotron-SEA-LION-v4.8-120B-A12BAI Singapore
73.1 score
maintainer-run7OpenAIgpt-oss-120bOpenAI
72.28 score
maintainer-run8NVIDIANemotron 3 SuperNVIDIA
70.78 score
maintainer-run9Mistral AIMistral Medium 3.5 (v26.04)Mistral AI
70.09 score
maintainer-run10Z.ai (Zhipu)GLM 4.7 FlashZ.ai (Zhipu)
67.89 score
maintainer-run11AI SingaporeNemotron-SEA-LION-v4.8-30B-A3BAI Singapore
65.87 score
maintainer-run12Swiss AI (EPFL, ETH Zurich, CSCS)Apertus v1.5 70BSwiss AI (EPFL, ETH Zurich, CSCS)
64.69 score
maintainer-run13NVIDIANemotron 3.5 Lightning 30B-A3BNVIDIA
64.34 score
maintainer-run14GoogleGemma 4 E2BGoogle, Google DeepMind
64.13 score
maintainer-run15AI SingaporeGemma-SEA-LION-v4.5-E2B-ITAI Singapore
63.96 score
maintainer-run
020406080

Score, SEA-HELM SEA average, open-weight models

Higher is better for this unit.

1GoogleGemma 4 31BGoogle, Google DeepMind
76.17 score
maintainer-run2Alibaba (Qwen)Qwen3.5-122B-A10BAlibaba (Qwen)
74.66 score
maintainer-run3Alibaba (Qwen)Qwen3.6-27BAlibaba (Qwen)
74.64 score
maintainer-run4AI SingaporeQwen-SEA-LION-v4.5-27B-ITAI Singapore
73.24 score
maintainer-run5MetaMuse Glimmer 30BMeta
72.13 score
maintainer-run6OpenAIgpt-oss-120bOpenAI
66.14 score
maintainer-run7Mistral AIMistral Medium 3.5 (v26.04)Mistral AI
64.71 score
maintainer-run8AI SingaporeNemotron-SEA-LION-v4.8-120B-A12BAI Singapore
63.44 score
maintainer-run9AI SingaporeGemma-SEA-LION-v4.5-E2B-ITAI Singapore
59.23 score
maintainer-run10GoogleGemma 4 E2BGoogle, Google DeepMind
58.82 score
maintainer-run11Swiss AI (EPFL, ETH Zurich, CSCS)Apertus v1.5 70BSwiss AI (EPFL, ETH Zurich, CSCS)
55.2 score
maintainer-run12AI SingaporeNemotron-SEA-LION-v4.8-30B-A3BAI Singapore
51.57 score
maintainer-run13NVIDIANemotron 3 SuperNVIDIA
49.3 score
maintainer-run14NVIDIANemotron 3.5 Lightning 30B-A3BNVIDIA
46.06 score
maintainer-run
020406080

Score, SEA-HELM Indonesian

Higher is better for this unit.

020406080
Where this comes from
Each bar is one model, with its most independent recorded score. Hatched bars are vendor-reported; the word beside each bar says who ran it. Settings and dates differ between rows; the Scores table below has every result.

Scores

81 of 81 scores shown sea-helm-scores.csv
ModelScoreWho ran itSettingView or populationDateSource
GoogleGemma 4 31B79.75 index 95% CI [-1.25, +1.20]maintainer-runIndonesianrank 1, SEA-HELM Indonesian18 Sep 2026leaderboard.sea-lion.ai
GoogleGemma 4 31B79.75 score 95% CI [-1.25, +1.20]maintainer-run–rank 1, SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.8-Flash-Next79.04 score 95% CI [-1.23, +1.16]maintainer-runCheckpoint Qwen3.8-Flash-Next as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
GoogleGemma 4 26B-A4B78.26 score 95% CI [-1.29, +1.32]maintainer-runCheckpoint gemma-4-26B-A4B-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.6-27B77.96 index 95% CI [-1.22, +1.20]maintainer-runIndonesianrank 2, SEA-HELM Indonesian18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.6-27B77.96 score 95% CI [-1.22, +1.20]maintainer-run–rank 2, SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.5-122B-A10B77.93 index 95% CI [-1.29, +1.25]maintainer-runIndonesianrank 3, SEA-HELM Indonesian18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.5-122B-A10B77.93 score 95% CI [-1.29, +1.25]maintainer-run–rank 3, SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.5-35B-A3B77.55 score 95% CI [-1.18, +1.21]maintainer-runCheckpoint Qwen3.5-35B-A3B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.6-35B-A3B77.29 score 95% CI [-1.22, +1.21]maintainer-runCheckpoint Qwen3.6-35B-A3B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
AI SingaporeQwen-SEA-LION-v4.5-27B-IT76.51 score 95% CI [-1.23, +1.23]maintainer-run–rank 4, SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
AI SingaporeSEA-LION v4.5 (Qwen) 27B76.51 index 95% CI [-1.23, +1.23]maintainer-runIndonesianrank 4, SEA-HELM Indonesian18 Sep 2026leaderboard.sea-lion.ai
GoogleGemma 4 31B76.17 score 95% CI [-0.60, +0.59]maintainer-run–rank 1, SEA-HELM SEA average, open-weight models18 Sep 2026leaderboard.sea-lion.ai
MetaMuse Glimmer 30B75.61 score 95% CI [-1.13, +1.10]maintainer-run–rank 5, SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
GoogleGemma 4 26B-A4B74.81 score 95% CI [-0.59, +0.62]maintainer-runCheckpoint gemma-4-26B-A4B-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.5-122B-A10B74.66 score 95% CI [-0.64, +0.61]maintainer-run–rank 2, SEA-HELM SEA average, open-weight models18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.6-27B74.64 score 95% CI [-0.65, +0.60]maintainer-run–SEA-HELM SEA average, open-weight models18 Sep 2026leaderboard.sea-lion.ai
GoogleGemma 4 12B74.51 score 95% CI [-1.27, +1.29]maintainer-runCheckpoint gemma-4-12B-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.5-9B74.23 score 95% CI [-1.29, +1.28]maintainer-runCheckpoint Qwen3.5-9B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.6-35B-A3B73.86 score 95% CI [-0.60, +0.57]maintainer-runCheckpoint Qwen3.6-35B-A3B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.5-35B-A3B73.55 score 95% CI [-0.62, +0.60]maintainer-runCheckpoint Qwen3.5-35B-A3B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
AI SingaporeQwen-SEA-LION-v4.5-27B-IT73.24 score 95% CI [-0.56, +0.57]maintainer-run–rank 4, SEA-HELM SEA average, open-weight models18 Sep 2026leaderboard.sea-lion.ai
AI SingaporeNemotron-SEA-LION-v4.8-120B-A12B73.1 score 95% CI [-1.16, +1.21]maintainer-run–rank 6, SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.8-Flash-Next73.04 score 95% CI [-0.53, +0.53]maintainer-runCheckpoint Qwen3.8-Flash-Next as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
OpenAIgpt-oss-120b72.28 score 95% CI [-1.35, +1.33]maintainer-run–rank 7, SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
MetaMuse Glimmer 30B72.13 score 95% CI [-0.59, +0.56]maintainer-run–SEA-HELM SEA average, open-weight models18 Sep 2026leaderboard.sea-lion.ai
MetaLlama-3.3-70B-Instruct71.37 score 95% CI [-1.50, +1.54]maintainer-runCheckpoint Llama-3.3-70B-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
NVIDIANemotron 3 Super70.78 score 95% CI [-1.22, +1.20]maintainer-run–rank 8, SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
AI SingaporeGemma-SEA-LION-v4-27B-IT70.55 score 95% CI [-1.42, +1.46]maintainer-runCheckpoint Gemma-SEA-LION-v4-27B-IT as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Googlegemma-3-27b-it70.41 score 95% CI [-1.47, +1.49]maintainer-runCheckpoint gemma-3-27b-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Mistral AIMistral Medium 3.5 (v26.04)70.09 score 95% CI [-1.18, +1.13]maintainer-run–rank 9, SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.5-4B69.66 score 95% CI [-1.30, +1.32]maintainer-runCheckpoint Qwen3.5-4B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
GoogleGemma 4 E4B69.65 score 95% CI [-1.40, +1.30]maintainer-runCheckpoint gemma-4-E4B-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3-8B69.36 score 95% CI [-1.32, +1.36]maintainer-runCheckpoint Qwen3-8B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
GoogleGemma 4 12B69.31 score 95% CI [-0.64, +0.67]maintainer-runCheckpoint gemma-4-12B-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.5-9B69.13 score 95% CI [-0.64, +0.63]maintainer-runCheckpoint Qwen3.5-9B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
OpenAIgpt-oss-20b68.38 score 95% CI [-1.34, +1.35]maintainer-runCheckpoint gpt-oss-20b as listed, quantization mxfp4; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Z.ai (Zhipu)GLM 4.7 Flash67.89 score 95% CI [-1.32, +1.27]maintainer-run–rank 10, SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
MetaLlama 4 Scout67.86 score 95% CI [-1.58, +1.56]maintainer-runCheckpoint Llama-4-Scout-17B-16E-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3-VL-8B-Instruct67.46 score 95% CI [-1.55, +1.49]maintainer-runCheckpoint Qwen3-VL-8B-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
AI SingaporeQwen-SEA-LION-v4-8B-VL67.21 score 95% CI [-1.64, +1.54]maintainer-runCheckpoint Qwen-SEA-LION-v4-8B-VL as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
GoogleGemma 4 E4B66.3 score 95% CI [-0.65, +0.65]maintainer-runCheckpoint gemma-4-E4B-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
OpenAIgpt-oss-120b66.14 score 95% CI [-0.64, +0.66]maintainer-run–SEA-HELM SEA average, open-weight models18 Sep 2026leaderboard.sea-lion.ai
AI SingaporeNemotron-SEA-LION-v4.8-30B-A3B65.87 score 95% CI [-1.29, +1.33]maintainer-run–SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
NVIDIANemotron 3 Nano 30B-A3B65.36 score 95% CI [-1.30, +1.30]maintainer-runCheckpoint NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Mistral AIMistral Medium 3.5 (v26.04)64.71 score 95% CI [-0.59, +0.59]maintainer-run–SEA-HELM SEA average, open-weight models18 Sep 2026leaderboard.sea-lion.ai
Swiss AI (EPFL, ETH Zurich, CSCS)Apertus v1.5 70B64.69 score 95% CI [-1.37, +1.36]maintainer-run–SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
Googlegemma-3-27b-it64.54 score 95% CI [-0.74, +0.72]maintainer-runCheckpoint gemma-3-27b-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
AI SingaporeGemma-SEA-LION-v4-27B-IT64.35 score 95% CI [-0.72, +0.71]maintainer-runCheckpoint Gemma-SEA-LION-v4-27B-IT as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
NVIDIANemotron 3.5 Lightning 30B-A3B64.34 score 95% CI [-1.36, +1.37]maintainer-run–SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
GoogleGemma 4 E2B64.13 score 95% CI [-1.39, +1.41]maintainer-run–SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
AI SingaporeGemma-SEA-LION-v4.5-E2B-IT63.96 score 95% CI [-1.38, +1.37]maintainer-run–SEA-HELM Indonesian, open-weight models, average of 2,000 bootstraps18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3.5-4B63.82 score 95% CI [-0.65, +0.64]maintainer-runCheckpoint Qwen3.5-4B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
AI SingaporeNemotron-SEA-LION-v4.8-120B-A12B63.44 score 95% CI [-0.63, +0.61]maintainer-run–SEA-HELM SEA average, open-weight models18 Sep 2026leaderboard.sea-lion.ai
MetaLlama 4 Scout63.43 score 95% CI [-0.78, +0.79]maintainer-runCheckpoint Llama-4-Scout-17B-16E-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
Mistral AIMistral Small 463.14 score 95% CI [-1.42, +1.50]maintainer-runCheckpoint Mistral-Small-4-119B-2603 as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Swiss AI (EPFL, ETH Zurich, CSCS)Apertus v1.5 8B62.23 score 95% CI [-1.32, +1.32]maintainer-runCheckpoint Apertus-v1.5-8B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
OpenAIgpt-oss-20b60.64 score 95% CI [-0.64, +0.63]maintainer-runCheckpoint gpt-oss-20b as listed, quantization mxfp4; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
MetaLlama-3.3-70B-Instruct60.44 score 95% CI [-0.70, +0.70]maintainer-runCheckpoint Llama-3.3-70B-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3-8B60.33 score 95% CI [-0.66, +0.67]maintainer-runCheckpoint Qwen3-8B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
AI SingaporeGemma-SEA-LION-v4.5-E2B-IT59.23 score 95% CI [-0.66, +0.67]maintainer-run–SEA-HELM SEA average, open-weight models18 Sep 2026leaderboard.sea-lion.ai
GoogleGemma 4 E2B58.82 score 95% CI [-0.64, +0.66]maintainer-run–SEA-HELM SEA average, open-weight models18 Sep 2026leaderboard.sea-lion.ai
A*STAR (Institute for Infocomm Research, I2R)MERaLiON-2-10B58.01 score 95% CI -1.66 to +1.65maintainer-runIndonesian overall; average of 2000 bootstrapsrank 16 of 18, SEA-HELM Indonesian leaderboard, 18 models18 Sep 2026leaderboard.sea-lion.ai
GoogleGemma-3-4B-it57.71 score 95% CI [-1.76, +1.67]maintainer-runCheckpoint gemma-3-4b-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Alibaba (Qwen)Qwen3-VL-8B-Instruct56.6 score 95% CI [-0.79, +0.75]maintainer-runCheckpoint Qwen3-VL-8B-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
AI SingaporeQwen-SEA-LION-v4-8B-VL56.41 score 95% CI [-0.79, +0.77]maintainer-runCheckpoint Qwen-SEA-LION-v4-8B-VL as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
Swiss AI (EPFL, ETH Zurich, CSCS)Apertus v1.5 70B55.2 score 95% CI [-0.66, +0.61]maintainer-run–SEA-HELM SEA average, open-weight models18 Sep 2026leaderboard.sea-lion.ai
MetaLlama-3.1-8B-Instruct54.48 score 95% CI [-1.57, +1.56]maintainer-runCheckpoint Llama-3.1-8B-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Swiss AI (EPFL, ETH Zurich, CSCS)Apertus v1.5 8B54.16 score 95% CI [-0.62, +0.62]maintainer-runCheckpoint Apertus-v1.5-8B as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
Z.ai (Zhipu)GLM 4.7 Flash53.76 score 95% CI [-0.57, +0.57]maintainer-runCheckpoint GLM-4.7-Flash as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
Mistral AIMistral Small 452.07 score 95% CI [-0.61, +0.64]maintainer-runCheckpoint Mistral-Small-4-119B-2603 as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
AI SingaporeNemotron-SEA-LION-v4.8-30B-A3B51.57 score 95% CI [-0.52, +0.52]maintainer-run–SEA-HELM SEA average, open-weight models18 Sep 2026leaderboard.sea-lion.ai
NVIDIANemotron 3 Super49.3 score 95% CI [-0.51, +0.53]maintainer-run–SEA-HELM SEA average, open-weight models18 Sep 2026leaderboard.sea-lion.ai
GoogleGemma-3-4B-it47.84 score 95% CI [-0.75, +0.74]maintainer-runCheckpoint gemma-3-4b-it as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
NVIDIANemotron 3 Nano 30B-A3B46.89 score 95% CI [-0.50, +0.55]maintainer-runCheckpoint NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
NVIDIANemotron 3.5 Lightning 30B-A3B46.06 score 95% CI [-0.54, +0.54]maintainer-run–SEA-HELM SEA average, open-weight models18 Sep 2026leaderboard.sea-lion.ai
MetaLlama-3.1-8B-Instruct37.2 score 95% CI [-0.65, +0.67]maintainer-runCheckpoint Llama-3.1-8B-Instruct as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
Cohere LabsTiny Aya water33.23 score 95% CI [-1.13, +1.13]maintainer-runCheckpoint tiny-aya-water as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Cohere LabsTiny Aya global32.12 score 95% CI [-1.13, +1.13]maintainer-runCheckpoint tiny-aya-global as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026leaderboard.sea-lion.ai
Cohere LabsTiny Aya water19.75 score 95% CI [-0.40, +0.43]maintainer-runCheckpoint tiny-aya-water as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
Cohere LabsTiny Aya global19.19 score 95% CI [-0.40, +0.41]maintainer-runCheckpoint tiny-aya-global as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsSEA-HELM leaderboard, 58 models, SEA average18 Sep 2026leaderboard.sea-lion.ai
Where this comes from
Scores from different settings, harnesses or dates are not directly comparable; the row says which. Sorted by score, highest first, as a reading aid, not a ranking.

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "SEA-HELM", https://aurion.semai.id/benchmarks/sea-helm/, records of October 2026.