Visual understanding and reasoning. Without tool use, reasoning effort xhigh.

Multimodal reasoning at Flash-tier cost. Competitive with Gemini 3 Pro.

Multimodal understanding without tools. Strong visual reasoning.

Second-best MMMU Pro score, behind Gemini 3.1 Pro Preview (82.4%). Strong multimodal showing for Meta Superintelligence Labs debut model.

Native vision-language model. Strong multimodal reasoning.

Strong multimodal reasoning for an open-weight model.

Multimodal vision benchmark. Up from 49.7% on Gemma 3 27B.

Budget-tier ($0.25/1M input) yet competitive on multimodal benchmarks.

Multimodal understanding. Strong for a small model — competitive with some frontier scores from late 2025.

MoE multimodal. 31B dense reaches 76.9%.

9B params. Outperforms Gemini 2.5 Flash-Lite (59.7) on visual reasoning. Strong for its size class.

Official model card score. 17B active params, 128 experts.

Multimodal understanding from a 4B model. Strong for edge deployment.

Official model card score. 17B active params, 16 experts, 10M context.

Multimodal reasoning at 2.3B active params. Natively multimodal from pretraining.