EuroEval Portuguese

How well a model handles Portuguese, as the unweighted mean of EuroEval's primary metric over its 8 Portuguese datasets (sst2_pt, harem, scala_pt, multi_wiki_qa_pt, publico, alba_mcq_pt, cultura_viva_pt, winogrande_pt). The primary metric differs by task — MCC for classification, knowledge and common-sense reasoning, micro-F1 without MISC for entity recognition, F1 for reading comprehension, chrF++ for summarization, METEOR for simplification — and is always the first of the two the board prints. Only models measured on every dataset are included, so each mean covers the same ground. Most rows are the validation split; some older open-weight rows are the test split, which EuroEval ranks in the same table.

ModelsModels with a result.174
Top resultBest result on this benchmark.74.8%GPT-6.1 Sol
Top-3 spreadPoints from first to third.0.4 pts
YearYear of release.—

Result and price

40 of 182 results

Results

182 results
#ModelResultThe score from the source.
01GPT-6.1 Sol74.8% ±0.4
02GPT-6 Astra74.7% ±0.4
03Gemini 3.7 Flash74.4% ±0.5
04Gemini 3.6 Flash72.6% ±0.3
05GPT-5.6 Sol70.5% ±0.4
06GPT-6 Sol70.1% ±0.4
07GLM-5.3-Flash69.9% ±0.4
10Qwen3.6 27B FP868.7% ±0.5
11Qwen3.8-27B68.5% ±0.5
13Claude Sonnet 4.667.0% ±0.5
15Qwen3.5 35B A3B FP865.5% ±0.6
16GPT-5.6 Terra65.4% ±0.5
23GPT-5.262.5% ±0.4
27GPT-5.6 Luna60.7% ±0.4
27Gemma 4 12B IT60.7% ±0.6
29GPT-6 Luna60.6% ±0.5
32Llama 3.1 70BAbove fitFar above this model's index.59.3% ±0.4
32GPT-OSS 120B59.3% ±0.5
38Gemma 3 27B Pt57.7% ±0.4
41Qwen3.5 9B Base57.1% ±0.8
45GPT-5 mini55.9% ±0.4
48Qwen3 4B Thinking55.6% ±0.3
52Qwen3.5 9B55.0% ±0.6
53GLM-4.7-Flash54.9% ±0.8
54GPT-4.154.4% ±0.5
56Ministral 3 8B Base53.7% ±0.8
57Gemma 3 27BAbove fitFar above this model's index.53.5% ±0.4
58Claude Haiku 4.553.4% ±0.6
61Gemma 3 12B Pt52.6% ±0.4
62Exaone 4.0 32B52.4% ±0.6
64Apertus V1.5 70B51.9% ±0.5
65Gemma 4 E4B IT51.5% ±0.7
68Nesso 4B49.6% ±0.4
72Gemma 3 12B49.3% ±0.3
73GPT-5 nano49.0% ±0.6
74Qwen3.5-4B48.7% ±0.6
78Qwen3.5 4B Base47.9% ±0.9
80Domyn Small V1.046.5% ±0.7
83Gemma 4 12B45.5% ±0.9
86EuroLLM 22B 251244.9% ±0.7
93Gemma 4 E2B IT43.5% ±0.6
95Aya Expanse 8B43.4% ±0.6
97AMALIA 9B DPO43.2% ±0.6
99DFM Mimir V1.542.4% ±0.5
101AMALIA 9B SFT41.4% ±0.5
101Olmo 3.1 32B Think41.4% ±0.6
103EuroLLM 9B Instruct41.1% ±0.3
103Llama 3.1 8B41.1% ±0.5
105Qwen3.5 2B41.0% ±0.6
106DFM Mimir40.7% ±0.5
109SmolLM3 3B Base38.3% ±0.5
110EuroLLM 9B38.1% ±0.4
112Gemma 3 4B37.7% ±0.5
115Gemma 3 4B Pt37.5% ±0.4
116Luciole 23B Base37.1% ±0.7
117LFM2.5 8B A1B Base36.7% ±0.6
120Apertus V1.1 4B36.0% ±0.7
122Qwen3.5 0.8B34.6% ±0.6
123Olmo 3 32B33.6% ±0.4
123Llama 3.2 3B Instruct33.6% ±0.4
126Occiglot 7B Eu532.4% ±0.5
130Qwen3.5 2B Base31.3% ±0.9
133Olmo 3 7B30.9% ±0.4
134Olmo 3 7B Instruct30.6% ±0.4
136Luciole 8B Base28.9% ±0.8
138Aya 23 8B28.4% ±0.9
139YuLan Mini Instruct27.9% ±0.4
140Gemma 4 E4B27.6% ±0.9
143Apertus V1.1 1.5B26.2% ±0.9
145LFM2 1.2B24.4% ±0.4
147Gemma 3 1B IT23.4% ±0.4
148Salamandra 7B23.2% ±0.5
148Qwen3.5 0.8B Base23.2% ±0.8
150Gemma 3 1B Pt22.7% ±0.5
152LFM2.5-8B-A1B22.0% ±1.0
154LFM2 700M20.4% ±0.4
155Apertus V1.1 0.5B20.1% ±0.8
156Llama 3.2 1B19.6% ±0.5
157Gemma 4 E2B19.5% ±0.8
158Pleias 1.2B Preview17.7% ±0.7
159Luciole 1B Base17.3% ±0.8
160LFM2 350M16.9% ±0.5
161Pleias 3B Preview15.4% ±0.9
164SmolLM2 360M14.1% ±0.6
165Llama 3.2 1B Instruct14.0% ±0.7
166Nesso 0.4B Agentic13.7% ±0.7
167Ling Mini 2.012.0% ±0.8
168Gemma 3 270M11.9% ±1.0
171Gemma 3 270M IT9.1% ±0.9
174Zagreus 0.4B Ita6.9% ±0.6
175SmolLM2 135M6.8% ±0.5
180Monad1.5% ±0.3
181Muse 3B1.0% ±0.5