Open Portuguese LLM - ENEM: leaderboard

Multiple-choice questions from ENEM, Brazil's national upper-secondary exam (ENEM Challenge set). From the final table of the archived Open Portuguese LLM Leaderboard (3-shot, lm-evaluation-harness), covering about 1,210 open checkpoints and 42 API models; accuracy (%), higher is better. Frozen since the last evaluation on 2025-09-01.

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 1253 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro (Preview 03-25)97.69#126
2GPT-5 Mini (2025-08-07)95.66#175
3Gemini 2.5 Flash90.97#255
4Qwen 3 14B90.34#542
5GPT-5 Nano90.13#439
6Claude 3.7 Sonnet (20250219)89.01#209
7DeepSeek V3 (0324)89.01#349
8DeepSeek V3.188.87#275
9Kimi K287.89#252
10Gemini 2.0 Flash (001)87.89#365
11Llama 4 Maverick Instruct87.75#467
12Qwen 3 8B87.47#678
13Qwen 3 30B A3B87.4#496
14Qwen 2.5 VL 72B Instruct86#383
15Qwen 2.5 VL 32B Instruct86#463

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

Interactive version: theaggregate.ai/benchmark?slug=open-portuguese-llm-enem · How It Works · Data refreshed daily, snapshot 2026-11-05.