AI-Native Cloud
One platform, fully integrated from silicon to agent, with economics that improve as you scale.

From real-time agents to trillion-token workloads, leaders in AI run on DigitalOcean.
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.
2x
inference throughput
Character.ai handles 1B+ queries per day with 2× production inference throughput on DigitalOcean's AMD Instinct™ GPUs.
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.
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
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.
- Open Harness
- Sandbox
- Plano
- Toolbox
- State

Data & Learning
Fresh data, persistent memory, and continuous learning, without rebuilding your data stack.
- Knowledge Bases
- Managed Databases
- Analytics Engine

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.
- Inference Router (Public preview)
- Serverless Inference
- Dedicated Inference
- Batch Inference
- 72 Models or Bring Your Own Model
- Evaluations (Public preview)

Core Cloud
The cloud millions already run on, with the primitives every AI workload needs.
- Droplets (CPU & GPU)
- Managed Kubernetes
- App Platform
- Networking
- Storage & Backups
- Functions

Infrastructure
We own the silicon. Your unit economics improve as you scale.
- 20 data centers across 11 regions
- Air-cooled and liquid-cooled infrastructure
- NVIDIA H100 / H200 / Blackwell
- AMD Instinct™ MI300X / MI325X / MI350X
- 400G RoCE fabric

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
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.

