For AI agents: The documentation index is at https://docs.digitalocean.com/llms.txt. Markdown versions of pages use the same URL with index.html.md in place of the HTML page (for example, append index.html.md to the directory path instead of opening the HTML document).

Browse Models in Model Catalog

Identify the right model for your use case by filtering available foundation models by capabilities and price.

Use Model Playground

Test and compare foundation models in the Model Playground.

Use Serverless Inference

Send API requests directly to foundation models without creating an AI agent or managing infrastructure.

Deploy to Dedicated Inference Endpoints

Deploy open-source and commercial LLMs on dedicated GPUs as an inference endpoint.

Use Inference Router

Route serverless inference requests to foundation models using rules.

Evaluate Models

Determine which model best fits your specific use case.

Use Batch Inference

Batch Inference lets you run large collections of LLM requests as a single asynchronous job.

Use Agent Platform

Use to build fully-managed AI agents with knowledge bases for retrieval-augmented generation, multi-agent routing, guardrails, and more.

Latest Updates

1 October 2026

• You can now prepay for Serverless Inference and Managed Agents with the Inference and Agents balance, which no other products draw from. Add $5 to $500 at a time or turn on auto-reload from the Billing page. Funds do not expire. You can also pay for eligible usage at a discount with a monthly plan, now in public preview. See Inference and Agents Balance and How to Pay for Harness Runtime.

• The Agent Development Kit (ADK), including the gradient-adk Python package and the gradient CLI, is deprecated. You cannot deploy any new agents with ADK. Agents already deployed with ADK continue to run normally and you are billed for model usage. If you are using a DigitalOcean-hosted model, you are charged for those model keys. Migration guidance and end-of-support timeline will be published in the future.

30 September 2026

• The following OpenAI model is now available on DigitalOcean Inference for serverless inference and Agent Development Kit:

  • GPT-6.1 Sol

  For more information, see the Available Models page.

29 September 2026

• Released v1.175.0 of doctl, the official DigitalOcean CLI. This release deprecates the doctl gradient commands.

  doctl gradient agent commands have no CLI replacement. To manage agents, use the control panel or API.

  doctl gradient knowledge-base commands work but will be removed in a future release. Use doctl knowledge-base instead.

  To list models, regions, and OpenAI keys, use the doctl serverless-inference commands.

For more information, see the full release notes.