GPT 5.6 Sol is the best "vision" model OpenAI ever released
Roboflow Blog 1 week ago 16
OpenAI released GPT-5.6 models (Sol, Terra, Luna) with significantly improved vision capabilities, particularly in object detection where Sol achieved 46.2 mAP@50 compared to GPT-5.5's 13.8. Sol costs roughly 2.5 cents per image and takes 10 seconds per image, making it expensive and slow compared to competitors like Gemini 3.5 Flash, though detection and counting are now practical capabilities for document workflows and UI agents.