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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.

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

2x

inference throughput

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

Character.ai

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

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.

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

The Data Locality Tax: What a Wrong-Region Vector DB Costs Your RAG Pipeline

What RAG Actually Costs to Run in Production: A Full Cost Breakdown

Building a Production RAG Assistant on DigitalOcean

What Is LLM-as-a-Judge? Definition and Best Practices in 2026

8 Best LLM Routers in 2026 for Cost, Speed, & Reliability

6 Together AI Alternatives for LLM Inference in 2026

Process a Million Documents Overnight: Batch Inference End-to-End

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

11 Best Inference Providers for AI Agents in 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.

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