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              AI-Native Cloud

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

              Get startedExplore products
                Scale inference. Not complexity.

                Serverless inference, intelligent routing, and 80+ models. No infrastructure to wrangle.

              Start building todayExplore products
                Better intelligence per dollar

                Route every request to the right model, and pay only for the intelligence you use.

              Start serving modelsExplore products
                Kimi K3 on DigitalOcean

                Live on Serverless Inference and Inference Router

              Access Kimi K3 nowExplore products
      25 50 100 200 300 400 500 600 700 800 900 1000 1100 1200 1300 1400

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

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                      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.

                  Learn more

                      2x

                      inference throughput

                      Character.ai handles 1B+ queries per day with 2× production inference throughput on DigitalOcean's AMD Instinct™ GPUs.

                  Learn more

                      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.

                  Learn more

              Five layers. One platform. Open at every layer.

                From GPUs to agent runtimes, every layer purpose-built for production AI and integrated end-to-end. Most clouds only cover one or two layers, or fragment all five across 300+ disconnected services.

                    Managed Agents
                    Data & Learning
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                    Infrastructure

                                      Managed Agents

                                        Production agents that run on the same stack as your data, inference, and infrastructure. No cross-vendor hops. No lost context. No egress fees between layers.

                                    Products
                                     1. Open Harness
                                     2. Sandbox
                                     3. Plano
                                     4. Toolbox
                                     5. State
                                    Open Source Integrations Open agent orchestration: OpenCode, LangGraph, CrewAI, MCP / A2A, E2B, Daytona

                                      Data & Learning

                                        Fresh data, persistent memory, and continuous learning, without rebuilding your data stack.

                                    Products
                                     1. Knowledge Bases
                                     2. Managed Databases
                                     3. Analytics Engine
                                    Open Source Integrations Open retrieval and embedding including pgvector, Qdrant APIs, LlamaIndex, Chroma, PostgreSQL, MySQL, Valkey

                                      Inference Engine

                                        Over 70 models, open-weighted and frontier, on one endpoint. Run serverless, dedicated, or batch inference, with the Inference Router optimizing every call.

                                    Products
                                     1. Inference Router (Public preview)
                                     2. Serverless Inference
                                     3. Dedicated Inference
                                     4. Batch Inference
                                     5. 72 Models or Bring Your Own Model
                                     6. Evaluations (Public preview)
                                    Open Source Integrations Open models and serving: DeepSeek V3.2, Qwen 3, vLLM, Firecracker

                                      Core Cloud

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

                                    Products
                                     1. Droplets (CPU & GPU)
                                     2. Managed Kubernetes
                                     3. App Platform
                                     4. Networking
                                     5. Storage & Backups
                                     6. Functions
                                    Open Source Integrations Open 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 / Blackwell
                                     4. AMD Instinct™ MI300X / MI325X / MI350X
                                     5. 400G RoCE fabric
                                    Open Source Integrations Open monitoring and compute: Prometheus, Grafana, Ollama, Linux / KVM
          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

              View all

                    Tutorial

                      Continuous Batching Improves Your P50 and Can Wreck Your P99: The Measured Tradeoff

                        * August 7, 2026
                        * 36 min read

                  Read

                    Article

                      11 Best Inference Providers for AI Agents in 2026

                        * August 6, 2026
                        * 25 min read

                  Read

                    Tutorial

                      Multi-model synthesis on DigitalOcean Serverless Inference: cost, latency, and when it's worth it

                        * August 5, 2026
                        * 12 min read

                  Read

                    Tutorial

                      Making an AI Agent Feel Fast on Serverless Inference

                        * August 5, 2026
                        * 10 min read

                  Read

                    Tutorial

                      Why Spiky Inference Traffic Breaks the Dedicated GPU Math

                        * August 4, 2026
                        * 26 min read

                  Read

                    Article

                      What Is Hermes Agent? Self-Hosting & Task Automation in 2026

                        * August 3, 2026
                        * 17 min read

                  Read

                    Tutorial

                      Multi-Provider LLM Routing Is Not a Problem, It's Your Architecture: Inference in Production Series

                        * August 3, 2026
                        * 20 min read

                  Read

                    Article

                      7 Best Fireworks AI Alternatives for LLM Inference in 2026

                        * July 31, 2026
                        * 16 min read

                  Read

                    Tutorial

                      Long-context LLM serving: the real tradeoffs in memory, latency, cost, and accuracy

                        * July 30, 2026
                        * 16 min read

                  Read

                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.

                Sign up

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