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.
Build Agents from Anywhere
DigitalOcean Cuttlefish lets you create, steer, and approve your agents from your iPhone.
From real-time agents to trillion-token workloads, leaders in AI run on DigitalOcean.
10×
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.
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.
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
- Harness Runtime (Public preview)
- Action Gateway (Public preview)
- Plano
- MicroVMs (Public preview)
Open Source Integrations
Open 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
- Insights (Public preview)
- Signals (Public preview)
- Evaluations (including Simulations)
Open Source Integrations
Open standards: OpenTelemetry
Data Services#
Resilient, high performance databases across agentic, vector, relational, multi-modal, analytic, and RAG use cases.
Products
- Agent Data Services (Private preview)
- Managed Databases
- Knowledge Bases
- Vector Databases
Open Source Integrations
Open 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.
Products
Open Source Integrations
Open 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.
Products
Open Source Integrations
Open infrastructure orchestration: Kubernetes, Cilium, MinIO.
Infrastructure#
We own the silicon. Your unit economics improve as you scale.
Products
- 20 data centers across 13 regions
- Air-cooled and liquid-cooled infrastructure
- NVIDIA H100 / H200 / B300
- AMD Instinct™ MI300X / MI325X / MI350X / MI355X
- 400G RoCE fabric
Open Source Integrations
Open monitoring and compute: Prometheus, Grafana, Ollama, Linux / KVM, Omarchy.
Performance, economics, and simplicity — together.
Performance proven in production
Sub-second time-to-first-token. 3× 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
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From GPU-powered inference and Kubernetes to managed databases and storage, get everything you need to build, scale, and deploy intelligent applications.
