AI Tools
Descriptive profiles of AI models relevant to clinical practice in mental health. What each tool does, who it serves, and where its limits lie.
These profiles are not usage recommendations. They aim to factually describe AI models that your patients use or that you may encounter in your practice. For each model: what it does, documented mental health uses, identified risks, and our critical analysis. No rankings or ratings — reality is more nuanced than a score out of 10.
AI Models
9 model cards available
ChatGPT
(OpenAI)The most widely used conversational AI worldwide. Referenced in the majority of patient and clinician testimonials on this site.
For clinicians: Introspective use, emotional support, psychoeducation, clinical writing assistance
GPT-OSS
(OpenAI)OpenAI's first open-weight reasoning model family (Apache 2.0). Can be installed locally — data never leaves your infrastructure.
For clinicians: Clinical data sovereignty, local hosting, cloud-independent research
Le Chat
(Mistral AI)European AI assistant by Mistral AI. EU hosting, GDPR compliance, on-premise deployment available. Powered by Mistral Large 3.
For clinicians: Sovereign alternative to ChatGPT, native French, healthcare facility deployment
Mistral Open-Weight Models
(Mistral AI)European open-weight model family (Apache 2.0), from Ministral 3B to Mistral Large 3. Locally installable for full data sovereignty.
For clinicians: Complete data sovereignty, local installation, fine-tuning possible, French-native ecosystem
Claude
(Anthropic)Anthropic's conversational model, designed with an emphasis on safety and nuance. Used by clinicians for clinical elaboration and supervision support.
For clinicians: Session analysis, peer supervision, clinical elaboration, reframing
Gemini
(Google DeepMind)Google's multimodal model integrated across the Google ecosystem (Docs, Gmail, Search). The most conservative major model when handling crisis-related queries.
For clinicians: Google ecosystem, advanced multimodality, Med-Gemini for clinical research
Suno
(Suno Inc.)AI music generator from text prompts. Used in creative mediation protocols in forensic psychiatry settings.
For clinicians: Therapeutic music mediation, emotional expression, "6 words → song" protocol
Replika
(Luka Inc.)Relational AI designed to create attachment bonds. An emblematic case study of emotional dependency on conversational agents.
For clinicians: Attachment, dependency, parasocial relationships, ethical concerns
Woebot
(Woebot Health)The most scientifically studied CBT chatbot (14 RCTs). Shut down in June 2025 — its lessons on AI regulation in mental health remain essential.
For clinicians: Automated CBT, clinical validation, regulatory challenges, chatbot therapeutic alliance
No models match your search.