The OlmoEarth v1.1 family introduces three vision-language models optimized for satellite imagery analysis. These models outperform larger predecessors on remote sensing benchmarks while requiring significantly less compute. Hugging Face open-sourced the weights and training data. Practitioners can now deploy high-resolution Earth observation tools with lower hardware overhead for environmental monitoring tasks.