GPU compute for AI and machine learning
DigitalOcean GPU Droplets provide virtualised GPU instances for training, fine-tuning, inference, rendering, 3D modelling and media workloads, with AMD Instinct MI350X and NVIDIA HGX B300 among the listed GPU models. Bare Metal GPUs offer isolated hardware without virtualisation for consistent, customisable environments suited to demanding AI training, inference or HPC tasks. The two options differ in that GPU Droplets share infrastructure while Bare Metal GPUs are dedicated machines.
- GPU Droplets: on-demand virtualised GPU workloads
- GPU Droplet use cases include inference, rendering, video and content creation
- Bare Metal NVIDIA HGX H100: 8 GPUs, 640 GB GPU RAM
- Bare Metal NVIDIA HGX H200: 8 GPUs, 1,128 GB GPU RAM
- Bare Metal AMD MI300X: 8 GPUs, 1,536 GB GPU RAM
App Platform
DigitalOcean App Platform is a fully managed Platform-as-a-Service for building, deploying and scaling web applications, APIs and static sites. Applications can be deployed directly from source code, from a user-supplied Dockerfile or from a pre-built container image, and monorepo or multi-repository projects can be split into separate components within a single app. The product also supports Node.js deployments alongside Droplets, and DigitalOcean positions it as an alternative for PaaS and managed container orchestration use cases.
- Deployment from GitHub and GitLab
- Automatic HTTPS and custom domains
- Global CDN and DDoS mitigation
- Shared and dedicated CPU, horizontal scaling and CPU-based autoscaling
- Application metrics, log forwarding and high availability
- Free tier includes 3 apps with static sites and 1 GiB data transfer per app
DigitalOcean Functions
DigitalOcean Functions is a serverless computing product that runs code on demand, removing the need to provision or maintain servers. Functions are invoked in response to web events, scale up and down automatically without pre-provisioned resources, and are billed only while resources are active. They can be developed locally, live-previewed, and added as components of an app deployed through App Platform, including alongside a managed database.
- Runtime support for Node.js, Python, Go and PHP
- Automatic patches and updates to the execution environment
- Deployable as App Platform components
- 90,000 GiB-seconds per month free, with no additional charge for invocations
Object, block and file storage
DigitalOcean Spaces is S3-compatible object storage with a built-in global CDN, predictable pricing and 1 TiB of outbound transfer included, plus a cold storage tier for infrequently accessed data. Volumes Block Storage provides low-latency NVMe-based volumes that attach to Droplets or Kubernetes clusters, encrypted at rest and in replication, with on-demand Volumes Snapshots. Network File Storage is a managed, POSIX-compliant NFSv3 and NFSv4 service for AI/ML and data-intensive workloads, mountable across GPU and CPU Droplets and DOKS clusters.
- Spaces cold storage at $0.007/GiB per month with a 30-day minimum retention
- Spaces performance maxes out at 1,500 RPS per client IP address
- Spaces CDN caches assets across 200+ distributed servers
- Block Storage volumes can be resized and moved between Droplets
- Block Storage integrates with Kubernetes via PersistentVolumeClaims
- NFS available in Atlanta, New York and Amsterdam data centres
- NFS standard tier from $0.15 per GiB per month, up to 1 Gbps per share
- NFS high-performance GPU tier from $0.30 per GiB per month
- NFS snapshots billed at $0.06 per GiB per month
Knowledge Bases and Inference Engine
DigitalOcean Knowledge Bases is a fully managed Retrieval-Augmented Generation service that handles ingestion, chunking, embeddings, vector storage, retrieval and reranking in one system, so no separate vector database is required. It supports hybrid search, metadata filtering, opt-in reranking, and a built-in Playground for testing retrieval quality and LLM outputs before shipping. Knowledge bases connect to DigitalOcean AI Agents or any MCP-compatible agent without custom connectors, and can be isolated per customer or project. Stated uses include agent memory, internal knowledge retrieval, support assistants and compliance document analysis.
- Managed embeddings, vector storage, retrieval and reranking
- Hybrid search and metadata filtering
- Built-in Playground with production-ready API call generation
- MCP connectivity for agents
- Support for user-supplied models
Evaluations
DigitalOcean Evaluations lets teams benchmark models and routing policies on their own data before production, addressing the problem of base models, fine-tuned models, imported models and routing policies living in separate systems. It provides six pre-built metrics, custom rubrics, per-item drill-down with judge rationale, and a configurable judge model drawn from the Model Catalog. Evaluation configurations can be saved and re-run in one click across model versions, and results are shown alongside performance measures.
- Pre-built metrics including correctness, completeness and faithfulness
- Custom judge instructions and scoring rubrics
- Saved configurations to avoid drift between runs
- Judge scores shown with TTFT, total latency and throughput
- Exportable results
Cloud Security Posture Management
DigitalOcean Cloud Security Posture Management scans DigitalOcean resources for misconfigurations using an agentless design. It presents prioritised findings, guided remediation and unified visibility, and supports repeatable posture monitoring across production workloads with suppression governance and reporting workflows aligned to common frameworks. The product is offered in tiers, and DigitalOcean Security Advisor is presented alongside it.
- Agentless scanning of DigitalOcean resources
- Free tier: standard rules, guided remediation, email notifications
- Basic tier adds workload rules and findings suppression
- Higher tier adds security contact notifications and custom notification integrations
Marketplace
The DigitalOcean Marketplace distributes pre-configured solutions that can be deployed onto DigitalOcean infrastructure. One documented example is the free version of Flexify.IO, which can be launched from the Marketplace on a Droplet to facilitate data transfer into Spaces object storage from other cloud providers.
- One-click solutions deployable to Droplets
- Includes data migration tooling such as Flexify.IO
Sources
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Budget-Friendly Cloud Server Pricing | DigitalOcean https://www.digitalocean.com/pricing Verified 17 Sep 2026
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DigitalOcean Model Library | Compare Large Language Models https://www.digitalocean.com/products/model-library Verified 17 Sep 2026
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Knowledge Bases | Fully Managed RAG | DigitalOcean https://www.digitalocean.com/products/knowledge-bases Verified 17 Sep 2026
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Bare Metal GPUs for AI/ML Workloads | DigitalOcean https://www.digitalocean.com/products/bare-metal-gpus Verified 17 Sep 2026
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AI Inference Engine | Serverless, Batch & Dedicated Inference https://www.digitalocean.com/products/inference-engine Verified 17 Sep 2026
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LLM Evaluations | Benchmark Models and Routers | DigitalOcean https://www.digitalocean.com/products/inference-engine/evaluations Verified 17 Sep 2026
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DigitalOcean Managed Kubernetes | Starting at $12/mo. https://www.digitalocean.com/products/kubernetes Verified 17 Sep 2026
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DigitalOcean App Platform | Build, Deploy, and Scale Apps with Ease https://www.digitalocean.com/products/app-platform Verified 17 Sep 2026
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DigitalOcean Load Balancers | Starting at $12/mo. https://www.digitalocean.com/products/load-balancers Verified 17 Sep 2026
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DigitalOcean Spaces | S3-Compatible Object Storage https://www.digitalocean.com/products/spaces Verified 17 Sep 2026
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High-Performance Block Storage | Starting at $10/mo for 100 GiB https://www.digitalocean.com/products/block-storage Verified 17 Sep 2026
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Managed Network File Storage for AI workloads https://www.digitalocean.com/products/storage/network-file-storage Verified 17 Sep 2026
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Cloud Security Posture Management (CSPM) | Agentless Scans | DigitalOcean https://www.digitalocean.com/products/cloud-security-posture-management Verified 17 Sep 2026
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Node.js Hosting & Deployment | DigitalOcean https://www.digitalocean.com/solutions/nodejs-hosting Verified 17 Sep 2026
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DigitalOcean Marketplace https://www.digitalocean.com/products/marketplace
Last verified 17 Sep 2026. This entry is compiled from the public web pages listed above. Nothing here is stated that those pages do not, and each of them was read on the date shown.