AI-Native Cloud

One integrated platform, silicon to agent, with economics that improve as you scale.

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From real-time agents to trillion-token workloads, leaders in AI run on DigitalOcean.

  • RadixArk
  • character.ai
  • Ace Studio
  • Hippocratic AI
  • Ideogram
  • Workato
  • Fal.ai
  • Traversal

67%

lower cost.

Workato runs 1T+ automation tasks on DigitalOcean's Inference Engine at 67% lower cost — with 67% higher throughput on the same workload.

Workato

10x

serving throughput

RadixArk, the team behind open-source inference engine SGLang, runs all 1.6T parameters of DeepSeek V4 Pro on DigitalOcean and tuned it to 10x throughput.

RadixArk

40%

reduction in latency.

Hippocratic AI runs healthcare agents on DigitalOcean, powering 20M+ patient interactions with 40% lower end-to-end P99 latency and 2× higher throughput.

Hippocratic AI

Built for agents. Open at every layer.

From agent runtimes to inference to GPUs, every layer is purpose-built for AI and integrated end-to-end. Most providers only offer one or two services, or bury them among 300 disconnected services.

Managed Agents

Production agents that run on the same stack as your data, inference, and infrastructure. No cross-vendor hops. No lost context. No separate tool platform to build.

Products
  1. Harness Runtime (Public preview)
  2. Action Gateway (Public preview)
  3. Plano
  4. MicroVMs (Public preview)
Open Source IntegrationsOpen agents and tools: Claude Code, Codex CLI, OpenCode, LangGraph, Hermes, CrewAI, and MCP.

Learning Services

Three products that work as one self-improving loop. Insights records what an agent does, Signals flags where it falls short, Evaluations tests changes. The evidence they produce is what teams use to optimize an agent.

Products
  1. Insights (Public preview)
  2. Signals (Public preview)
  3. Evaluations (including Simulations)
Open Source IntegrationsOpen standards: OpenTelemetry

Data Services

Resilient, high performance databases across agentic, vector, relational, multi-modal, analytic, and RAG use cases.

Open Source IntegrationsOpen retrieval and embedding including PostgreSQL, MySQL, Valkey, and OpenSearch.

Inference Engine

Over 75 models, open-weighted, frontier, and decision, on one endpoint. Run serverless, dedicated, or batch inference, with the Inference Router optimizing every call.

Open Source IntegrationsOpen models and serving: Nemotron, Gemma, Arcee, DeepSeek, Kimi, GLM, Qwen, MiniMax, Jev, vLLM, SGLang, llm-d.

Core Cloud

The cloud millions already run on, with the primitives every AI workload needs.

Open Source IntegrationsOpen infrastructure orchestration: Kubernetes, Cilium, MinIO.

Infrastructure

We own the silicon. Your unit economics improve as you scale.

Products
  1. 20 data centers across 12 regions
  2. Air-cooled and liquid-cooled infrastructure
  3. NVIDIA H100 / H200 / B300
  4. AMD Instinct™ MI300X / MI325X / MI350X / MI355X
  5. 400G RoCE fabric
Open Source IntegrationsOpen monitoring and compute: Prometheus, Grafana, Ollama, Linux / KVM, Omarchy.
Browse all products

Performance, economics, and simplicity — together.

Performance proven in production

Sub-second Time-to-First-Token (TTFT). 3.9× higher output speed vs. AWS Bedrock. The most consistent latency across context lengths of any provider tested. Independently benchmarked by Artificial Analysis on DeepSeek V3.2.

Open models you already trust

DeepSeek, Llama, Qwen — plus frontier labs and your own fine-tunes — on one OpenAI-compatible endpoint. DigitalOcean Inference Router picks the right model per call, automatically. Your code doesn't change when a better model ships.

Built for how builders ship

One CLI. One API. One bill. Migrate in one line of code, and leave on the same terms. The complexity of stitching together multiple vendors — gone.

Economics that compound as you scale

DigitalOcean owns the silicon, the fabric, and the Inference Engine end-to-end. Every optimization below the line passes forward automatically. Performance and unit economics improve together.

Resources

Introducing DigitalOcean Agent Data Services: The Data Foundation for Agents

11 Best Open-Source LLM Hosting Providers in 2026

Agents in Production, Part 1: Build an Overnight AI Support Agent using Managed Agents

DigitalOcean MicroVMs: Fast, isolated compute for your AI agent infrastructure

Deployment Isn't the Bottleneck: Inference Economics Is

How to Find Real Failures in AI Agents with Signals and Test Them with Evaluations

Account Control, Every Layer: From Your Organization to Every Session

Why does cosine similarity fail for semantic caching? Testing cosine, LLM prompts, and a purpose-built verifier: Jev

DigitalOcean vs Baseten: AI Inference Comparison (2026)

Start building today

From GPU-powered inference and Kubernetes to managed databases and storage, get everything you need to build, scale, and deploy intelligent applications.