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# Mistral AI

> Developer documentation for the Mistral AI platform: API references, product guides, and quickstarts for Le Chat, Vibe, Mistral AI Studio, and the Mistral API.

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## Admin

- [API reference](https://docs.mistral.ai/admin/admin-api/api-reference.md): Admin API endpoint reference generated from the OpenAPI specification.
- [Authentication](https://docs.mistral.ai/admin/admin-api/authentication.md): How Admin API keys work, where to create them, and how to authenticate requests.
- [Manage groups and roles](https://docs.mistral.ai/admin/admin-api/manage-groups-roles.md): Create user groups, manage membership and Workspace assignments, and list roles with the Admin API.
- [Manage users](https://docs.mistral.ai/admin/admin-api/manage-users.md): List, create, update, invite, and remove Organization users with the Admin API.
- [Manage Workspaces](https://docs.mistral.ai/admin/admin-api/manage-workspaces.md): List, create, update, and delete Workspaces and manage their members with the Admin API.
- [Overview](https://docs.mistral.ai/admin/admin-api/overview.md): Manage your Organization programmatically: users, groups, Workspaces, API keys, limits, usage, and audit logs.
- [Usage metrics](https://docs.mistral.ai/admin/admin-api/usage-metrics.md): Retrieve billing usage, spending and rate limits, le Chat activity, and Vibe Code analytics with the Admin API.
- [User provisioning](https://docs.mistral.ai/admin/admin-api/user-provisioning.md): Bulk-create or invite users, organize them into a user group, and grant them access to a Workspace with the Admin API.
- [Billing](https://docs.mistral.ai/admin/billing-usage/billing.md): Use Billing to manage how your Organization pays for Mistral services.
- [Invoices](https://docs.mistral.ai/admin/billing-usage/invoices.md): Find and download your invoices.
- [Subscriptions](https://docs.mistral.ai/admin/billing-usage/subscriptions.md): Use Subscription to review the Mistral plan, seats, included monthly usage, and pay-as-you-go settings active on your Organization.
- [Usage and limits](https://docs.mistral.ai/admin/billing-usage/usage-limits.md): Monitor Organization usage, understand limits, and decide where to adjust caps.
- [API keys](https://docs.mistral.ai/admin/identity-access/api-keys.md): API keys authenticate requests to the Mistral API and other Mistral tools.
- [Connectors](https://docs.mistral.ai/admin/identity-access/connectors.md): Manage organization app connections and Connector tool access from Admin.
- [Groups](https://docs.mistral.ai/admin/identity-access/groups.md): Group users to manage Workspace access and roles at scale.
- [Roles and permissions (RBAC)](https://docs.mistral.ai/admin/identity-access/roles-permissions.md): Predefined Organization and Workspace roles, what each one grants, and how to assign them.
- [Service accounts](https://docs.mistral.ai/admin/identity-access/service-accounts.md): Give a workload its own non-human identity in a workspace, with its own roles and its own credentials.
- [User management](https://docs.mistral.ai/admin/identity-access/user-management.md): Manage members, invitations, Organization roles, seats, Workspaces, groups, and user API keys.
- [Workload identity federation](https://docs.mistral.ai/admin/identity-access/workload-identity.md): Let a workload authenticate as a service account with short-lived tokens signed by your own cluster, instead of a stored secret.
- [Overview](https://docs.mistral.ai/admin/monitor-comply/audit-logs/overview.md): Audit logs provide a chronological record of actions performed within your Organization across Studio and Vibe.
- [Audit logs reference](https://docs.mistral.ai/admin/monitor-comply/audit-logs/reference.md): Audit log response fields, filters, actor types, target types, and event types.
- [Zero data retention](https://docs.mistral.ai/admin/monitor-comply/zero-data-retention.md): Learn what zero data retention covers, which API endpoints are eligible, and how to request it for your Organization.
- [Admin overview](https://docs.mistral.ai/admin/overview.md): The Admin Panel is the control surface for your Organization.
- [Admin](https://docs.mistral.ai/admin.md): Manage security, access controls, users, billing, and organizational settings for your Mistral Workspace.
- [Create your Organization](https://docs.mistral.ai/admin/set-up-organization/create-organization.md): Create your Mistral Organization and add your first members.
- [Enterprise Accounts](https://docs.mistral.ai/admin/set-up-organization/enterprise-accounts.md): Understand how Enterprise Accounts fit above Organizations.
- [Email domain authentication](https://docs.mistral.ai/admin/set-up-organization/sign-in-method/email-domain-authentication.md): Email domain authentication is available on Team plans and above.
- [SAML SSO](https://docs.mistral.ai/admin/set-up-organization/sign-in-method/saml-sso.md): SAML single sign-on (SSO) lets members of your Organization sign in with your corporate identity provider (IdP).
- [Verify your domain](https://docs.mistral.ai/admin/set-up-organization/verify-domain.md): Verify domain ownership with a DNS record.
- [Workspace usage and limits](https://docs.mistral.ai/admin/workspaces/usage-limits.md): Monitor Workspace consumption and set spending caps and rate limits.
- [Workspaces in Studio](https://docs.mistral.ai/admin/workspaces/workspaces-in-studio.md): Understand what Workspaces change for Studio users and what admins can configure.
- [Workspaces in Vibe](https://docs.mistral.ai/admin/workspaces/workspaces-in-vibe.md): Understand what Workspaces change for Vibe users and what admins can configure.
- [Your first Workspace](https://docs.mistral.ai/admin/workspaces/your-first-workspace.md): Understand what a Workspace is and create one inside your Organization.

## Getting Started

- [SDK Clients](https://docs.mistral.ai/getting-started/clients.md): ExplorerTabItem,
- [Platform overview](https://docs.mistral.ai/getting-started/platform-overview.md): Three products to use Mistral AI: Vibe for daily work and coding, Studio for the API and Playground, Admin for organization-level control.
- [Configure SSO and domain verification](https://docs.mistral.ai/getting-started/quickstarts/admin/configure-sso.md): Verify your domain and set up SAML SSO so team members sign in with your corporate identity provider. ~20 minutes.
- [Create your organization](https://docs.mistral.ai/getting-started/quickstarts/admin/create-organization.md): Create your organization, configure security policies, and invite your first team member in ~15 minutes.
- [Manage workspaces and API keys](https://docs.mistral.ai/getting-started/quickstarts/admin/manage-workspaces.md): Create isolated workspaces, generate API keys, and set usage limits for your team. ~10 minutes.
- [Build a workflow](https://docs.mistral.ai/getting-started/quickstarts/developer/build-a-workflow.md): Scaffold a durable AI workflow, run a worker, and trigger your first execution in ~15 minutes.
- [Build an agent with tools](https://docs.mistral.ai/getting-started/quickstarts/developer/build-an-agent.md): Create an AI agent that calls external functions and returns real-world data in ~10 minutes.
- [Send your first API request](https://docs.mistral.ai/getting-started/quickstarts/developer/first-api-request.md): Send your first request to the Mistral API and get a model response in ~5 minutes.
- [Set up RAG with document search](https://docs.mistral.ai/getting-started/quickstarts/developer/rag-document-search.md): Upload documents to a knowledge Library and query them with retrieval-augmented generation in ~10 minutes.
- [Activate Studio and generate an API key](https://docs.mistral.ai/getting-started/quickstarts/studio/activate-and-generate-api-key.md): Generate your first API key in Studio in ~5 minutes.
- [Create a reusable Prompt](https://docs.mistral.ai/getting-started/quickstarts/studio/create-reusable-prompt.md): Save a prompt template in Studio and choose whether to keep it private or share it with your workspace in ~5 minutes.
- [Create a Skill in Studio](https://docs.mistral.ai/getting-started/quickstarts/studio/create-skill.md): Package reusable instructions and files into a Skill from Studio in ~10 minutes.
- [Test a model in the API playground](https://docs.mistral.ai/getting-started/quickstarts/studio/test-model-playground.md): Send prompts, adjust parameters, and compare model outputs in the Studio playground in ~5 minutes.
- [Install the Vibe CLI and send your first prompt](https://docs.mistral.ai/getting-started/quickstarts/vibe-code/install-cli.md): Install the Vibe CLI, configure your API key, and send your first prompt from the terminal. ~5 minutes.
- [Scaffold a project with Vibe Code](https://docs.mistral.ai/getting-started/quickstarts/vibe-code/scaffold-a-project.md): Use Vibe Code to scaffold a new project from a natural-language description, reviewing every change before it's applied. ~10 minutes.
- [Analyze a dataset](https://docs.mistral.ai/getting-started/quickstarts/vibe-work/analyze-data.md): Upload a spreadsheet to Vibe Work and ask questions in plain language.
- [Create your first Skill](https://docs.mistral.ai/getting-started/quickstarts/vibe-work/create-first-skill.md): Package a reusable method into a Skill so Vibe Work applies the same procedure every time the task matches. ~10 minutes.
- [Run your first Vibe Work task](https://docs.mistral.ai/getting-started/quickstarts/vibe-work/first-task.md): Open Vibe Work, run a small multi-step task end-to-end, and review the result. ~5 minutes.

## Inference

- [Labs](https://docs.mistral.ai/inference/labs.md): Labs are experimental and fast moving models available for a limited amount of time.
- [Model lifecycle policy](https://docs.mistral.ai/inference/model-lifecycle.md): Each model on the Mistral Serverless API moves through a defined lifecycle, from initial release to retirement.
- [Inference](https://docs.mistral.ai/inference.md): Explore model serving, model choice, request behavior, and inference-related API concepts.
- [Priority Tier](https://docs.mistral.ai/inference/priority-tier.md): Priority Tier gives eligible API requests priority queueing for workloads that need more predictable access to shared infrastructure.
- [Prompting](https://docs.mistral.ai/inference/prompting.md): When you first start using Mistral models, your initial interaction will revolve around prompts.
- [Regional inference](https://docs.mistral.ai/inference/regional-inference.md): Mistral offers regional inference as an optional service through dedicated API endpoints.
- [Sampling](https://docs.mistral.ai/inference/sampling.md): Here, we will discuss the sampling settings that influence the output of Large Language Models (LLMs).
- [API pricing](https://docs.mistral.ai/inference/pricing.md): Pricing for Mistral models through the API, organized by family.
- [Model Selection Guide](https://docs.mistral.ai/inference/model-selection-guide.md): Compare current Mistral models on speed, performance, modalities, context size, pricing and license.

## Models

- [Models Overview](https://docs.mistral.ai/models.md): Every Mistral model with its API name, status and context length, including deprecated and retired models.
- [Z.ai GLM 5.3](https://docs.mistral.ai/models/zai-glm-5-3.md): A third-party open weight text model from Z.ai with a 1M-token context window.
- [Z.ai GLM 5.2](https://docs.mistral.ai/models/zai-glm-5-2.md): A third-party open weight text model from Z.ai with a 1M-token context window.
- [Shieldstral 1.0](https://docs.mistral.ai/models/shieldstral-1-0.md): Compact multimodal moderation model for text and image safety classification.
- [Timestral 1.0 209M](https://docs.mistral.ai/models/timestral-1-0-209m.md): A time series foundation model for zero-shot forecasting with covariate support and probabilistic outputs.
- [Timestral 1.0 123M](https://docs.mistral.ai/models/timestral-1-0-123m.md): A time series foundation model for zero-shot forecasting with covariate support and probabilistic outputs.
- [Timestral 1.0 28M](https://docs.mistral.ai/models/timestral-1-0-28m.md): A time series foundation model for zero-shot forecasting with covariate support and probabilistic outputs.
- [Timestral 1.0 5M](https://docs.mistral.ai/models/timestral-1-0-5m.md): A time series foundation model for zero-shot forecasting with covariate support and probabilistic outputs.
- [Mistral Medium 3.5](https://docs.mistral.ai/models/mistral-medium-3-5-26-04.md): Our frontier-class multimodal model optimized for agentic and coding use cases.
- [Voxtral TTS](https://docs.mistral.ai/models/voxtral-tts-26-03.md): State-of-the-art TTS with zero-shot voice cloning and multilingual support.
- [Voxtral Mini Transcribe 3](https://docs.mistral.ai/models/voxtral-mini-transcribe-3-0.md): Strong transcription and diarization at a competitive price point.
- [Voxtral Small Transcribe 3](https://docs.mistral.ai/models/voxtral-small-transcribe-3-0.md): Flagship transcription and diarization model with SOTA accuracy.
- [Voxtral Mini Transcribe Realtime 3](https://docs.mistral.ai/models/voxtral-mini-transcribe-realtime-3-0.md): Realtime transcription model for agentic use-cases with configurable latency and turn detection.
- [Voxtral TTS 3](https://docs.mistral.ai/models/voxtral-mini-tts-3-0.md): State-of-the-art TTS with zero-shot and professional voice cloning, 9 languages, and streaming.
- [Mistral Small 4](https://docs.mistral.ai/models/mistral-small-4-0-26-03.md): Hybrid model unifying instruct, reasoning, and coding in a single efficient model.
- [Leanstral 1.5](https://docs.mistral.ai/models/leanstral-1-5.md): Updated code agent for Lean 4 formal proof engineering and automated theorem proving.
- [Leanstral](https://docs.mistral.ai/models/leanstral-26-03.md): Open-source code agent for Lean 4 formal proof engineering.
- [Mistral Large 4](https://docs.mistral.ai/models/mistral-large-4-0.md): A state-of-the-art, open-weight, general-purpose multimodal model.
- [Mistral Large 3](https://docs.mistral.ai/models/mistral-large-3-25-12.md): A state-of-the-art, open-weight, general-purpose multimodal model.
- [Mistral Medium 3.1](https://docs.mistral.ai/models/mistral-medium-3-1-25-08.md): Our frontier-class multimodal model released August 2025.
- [Mistral Small 3.2](https://docs.mistral.ai/models/mistral-small-3-2-25-06.md): An update to our previous small model, released June 2025.
- [OCR 4.1](https://docs.mistral.ai/models/ocr-4-1.md): Our latest OCR service with paragraph-level bounding boxes, structural block labels, and block-level confidence scores.
- [OCR 4.0](https://docs.mistral.ai/models/ocr-4-0.md): Our latest OCR service with paragraph-level bounding boxes and structural block labels.
- [OCR 3](https://docs.mistral.ai/models/ocr-3-25-12.md): Our OCR service powering our Document AI stack. OCR 4 is available as the newer model. OCR 3 remains available for existing integrations and production workloads.
- [Voxtral Mini Transcribe](https://docs.mistral.ai/models/voxtral-mini-transcribe-25-07.md): An efficient audio input model, pre-trained and optimized for transcription purposes.
- [Voxtral Mini Transcribe 2](https://docs.mistral.ai/models/voxtral-mini-transcribe-26-02.md): An efficient audio input model, pre-trained and optimized for transcription purposes.
- [Voxtral Mini Transcribe Realtime](https://docs.mistral.ai/models/voxtral-mini-transcribe-realtime-26-02.md): An efficient audio input model, pre-trained and optimized for live transcription purposes.
- [Codestral](https://docs.mistral.ai/models/codestral-25-08.md): Our cutting-edge language model for code completion released end of July 2025.
- [Devstral 2](https://docs.mistral.ai/models/devstral-2-25-12.md): Our frontier code agents model for solving software engineering tasks.
- [Magistral Medium 1.1](https://docs.mistral.ai/models/magistral-medium-1-1-25-07.md): Our frontier-class reasoning model released July 2025.
- [Codestral Embed](https://docs.mistral.ai/models/codestral-embed-25-05.md): Our state-of-the-art semantic for extracting representation of code extracts
- [Mistral Small Creative](https://docs.mistral.ai/models/mistral-small-creative-25-12.md): A specialized model designed for creative writing and dynamic character interaction.
- [Devstral Small 2](https://docs.mistral.ai/models/devstral-small-2-25-12.md): Model that excels at using tools to explore codebases, editing multiple files and power software engineering agents.
- [Ministral 3 14B](https://docs.mistral.ai/models/ministral-3-14b-25-12.md): A powerful model offering best-in-class text and vision capabilities. 
- [Ministral 3 8B](https://docs.mistral.ai/models/ministral-3-8b-25-12.md): A powerful and efficient model offering best-in-class text and vision capabilities. 
- [Ministral 3 3B](https://docs.mistral.ai/models/ministral-3-3b-25-12.md): A tiny and efficient model offering best-in-class text and vision capabilities. 
- [Magistral Medium 1.2](https://docs.mistral.ai/models/magistral-medium-1-2-25-09.md): Our frontier-class multimodal reasoning model.
- [Magistral Small 1.2](https://docs.mistral.ai/models/magistral-small-1-2-25-09.md): Our small multimodal reasoning model.
- [Magistral Small 1.1](https://docs.mistral.ai/models/magistral-small-1-1-25-07.md): Our small reasoning model released July 2025.
- [Voxtral Mini](https://docs.mistral.ai/models/voxtral-mini-25-07.md): A mini version of our first audio input model.
- [Voxtral Small](https://docs.mistral.ai/models/voxtral-small-25-07.md): Our first model with audio input capabilities for instruct use cases.
- [Devstral Medium 1.0](https://docs.mistral.ai/models/devstral-medium-1-0-25-07.md): An enterprise grade text model, that excels at SWE use cases.
- [Devstral Small