Moodmap vs Mathos AI (formerly MathGPTPro)

Moodmap is a mental health tracking platform focused on ADHD symptom monitoring and medication efficacy. It combines facial recognition with analysis of how you use your devices to show how attention, mood, and symptoms shift over time.

The product describes itself as a facial recognition software layer for mental health treatment and management. A Chrome extension studies computer usage patterns, then pairs that signal with desktop and mobile apps so you can see how habits, substances, and medications may line up with symptom changes.

Moodmap is in alpha testing with a waitlist on moodmap.app. MoodMap Inc., based in South Yarra, Victoria, Australia, built the tool from firsthand ADHD management experience and positions it as a less manual way to track meds, nootropics, and symptoms.

The site also offers demos such as pupil detection, an example Moodcompass page, and researcher collaboration details. A desktop app called MoodVault is listed as coming soon.

Mathos AI is an education math solver and tutor that turns a photo, typed equation, or word problem into step-by-step solutions, quizzes, flashcards, and animated lesson videos. One prompt can branch into a worked answer, a 5 to 10 second video first frame, practice cards, and an adaptive review path when you miss a concept.

Generic chatbots hand back a final number with little scaffolding. Mathos breaks problems to their core, repairs the prerequisite you missed before repeating the topic, and the AI Tutor watches your whiteboard steps to catch errors at the exact line where reasoning breaks. The company reports 5 million students and 100 million problems solved.

High school and college students use it for calculus, algebra, and physics homework, while parents get session summaries through a dashboard. The product is free to start with a 3-day trial on paid plans, and an enterprise video API tier offers 3,800 generated minutes per month.