Fluidstack website screenshot

Fluidstack

Fluidstack is an AI cloud platform that builds and operates high-performance, single-tenant GPU clusters for top AI labs, governments, and enterprises. Founded in 2017 out of Oxford University and now headquartered in New York City, Fluidstack manages more than 100,000 GPUs across its global network and has been selected by customers including Anthropic, Meta, Mistral, Poolside, Black Forest Labs, and Character.AI. Its core offering combines on-demand bare-metal GPU clusters (including thousands of NVIDIA H200s with InfiniBand) with managed Kubernetes and managed Slurm orchestration layers, Lighthouse observability, and human-on-call site reliability. Fluidstack exposes a global REST Management API (api.atlas.fluidstack.io/api/v1alpha1) and the fluidctl CLI for managing organizations, projects, regions, clusters, instances, members, invitations, and SSH keys. The platform is GDPR, SOC 2 Type 2, and ISO 27001 certified, and was awarded ClusterMAX Gold by SemiAnalysis.

Fluidstack publishes 7 APIs on the APIs.io network, including Clusters API, Instances API, Invitations API, and 4 more. Tagged areas include AI, Artificial Intelligence, GPU, Cloud, and Compute.

Fluidstack’s developer surface includes authentication, developer portal, documentation, getting-started guide, engineering blog, and 14 more developer resources.

31.0/100 thin ▬ flat Agent 35/100 agent ready Full breakdown ↓
scored 2026-07-28 · rubric v0.6
AccessSelf serve
7 APIs 14 Features
AIArtificial IntelligenceGPUCloudComputeInfrastructureMachine LearningFoundation ModelsTrainingInferenceKubernetesSlurmBare MetalNVIDIAInfiniBandData Centers

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-28 · rubric v0.6
Composite quality — 31.0/100 · thin
Contract Quality 14.0 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 0.0 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 7.4 / 10
Agent readiness — 35/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 10 / 10
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/fluidstack: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 7

Individual APIs this provider publishes, each with its own machine-readable definition.

Fluidstack Clusters API

The Clusters API from Fluidstack — 1 operation(s) for clusters.

Fluidstack Instances API

The Instances API from Fluidstack — 2 operation(s) for instances.

Fluidstack Invitations API

The Invitations API from Fluidstack — 2 operation(s) for invitations.

Fluidstack Members API

The Members API from Fluidstack — 2 operation(s) for members.

Fluidstack Organizations API

The Organizations API from Fluidstack — 1 operation(s) for organizations.

Fluidstack Regions API

The Regions API from Fluidstack — 1 operation(s) for regions.

Fluidstack User API

The User API from Fluidstack — 2 operation(s) for user.

Scroll for all 7

Open Collections 1

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Management API

OPEN COLLECTION

Features 14

Notable capabilities this provider offers.

On-demand single-tenant GPU clusters with isolated hardware, network, and storage
Immediate access to thousands of NVIDIA H200 GPUs with InfiniBand interconnect
Managed Kubernetes — bare-metal container orchestration with NVIDIA operators and health checks
Managed Slurm — bare-metal batch orchestration with user management and topology-aware scheduling
Lighthouse observability and monitoring for GPU clusters
Global Management API (v1alpha1) at api.atlas.fluidstack.io for clusters, instances, regions, members, invitations, and SSH keys
fluidctl command-line tool with auth, capacity, instance-types, instances, kubernetes, projects, slurm commands
Bearer token authentication with optional X-PROJECT-ID header scoping
Custom data centers — selected by Anthropic to deliver capacity in New York and Texas
Demonstrated rapid deployment — 2,500+ GPUs delivered to Poolside in 48 hours
100,000+ GPUs under management across the network
15-minute response SLA with direct engineer maintenance and audit logs
GDPR, SOC 2 Type 2, and ISO 27001 certified
ClusterMAX Gold awarded by SemiAnalysis (Nov 2025)

Scroll for all 14

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Fluidstack Authentication

http · 1 scheme

SECURITY

Fluidstack Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Fluidstack Agentic Access

14 operations · 6 acting

14 operations · 6 acting

AGENTIC

Resources

Get Started 2

Portal, sign-up, and the first successful call

Documentation 6

Reference material describing how the API behaves

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

Build 1

SDKs, sample code, and the tooling you integrate with

Access & Security 2

Authentication, authorization, and security posture

Operate 1

Status, limits, changes, and where to get help

Company 6

The organization behind the API

Source (apis.yml)

apis.yml Raw ↑
aid: fluidstack
name: Fluidstack
description: Fluidstack is an AI cloud platform that builds and operates high-performance, single-tenant GPU clusters for
  top AI labs, governments, and enterprises. Founded in 2017 out of Oxford University and now headquartered in New York City,
  Fluidstack manages more than 100,000 GPUs across its global network and has been selected by customers including Anthropic,
  Meta, Mistral, Poolside, Black Forest Labs, and Character.AI. Its core offering combines on-demand bare-metal GPU clusters
  (including thousands of NVIDIA H200s with InfiniBand) with managed Kubernetes and managed Slurm orchestration layers, Lighthouse
  observability, and human-on-call site reliability. Fluidstack exposes a global REST Management API (api.atlas.fluidstack.io/api/v1alpha1)
  and the fluidctl CLI for managing organizations, projects, regions, clusters, instances, members, invitations, and SSH keys.
  The platform is GDPR, SOC 2 Type 2, and ISO 27001 certified, and was awarded ClusterMAX Gold by SemiAnalysis.
type: Index
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
position: Provider
access: 3rd-Party
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/fluidstack.png
tags:
- AI
- Artificial Intelligence
- GPU
- Cloud
- Compute
- Infrastructure
- Machine Learning
- Foundation Models
- Training
- Inference
- Kubernetes
- Slurm
- Bare Metal
- NVIDIA
- InfiniBand
- Data Centers
url: https://raw.githubusercontent.com/api-evangelist/fluidstack/refs/heads/main/apis.yml
created: '2026-05-25'
modified: '2026-05-25'
specificationVersion: '0.20'
apis:
- aid: fluidstack:fluidstack-clusters-api
  name: Fluidstack Clusters API
  description: The Clusters API from Fluidstack — 1 operation(s) for clusters.
  humanURL: https://docs.fluidstack.io/api-reference/management-api
  baseURL: https://api.atlas.fluidstack.io/api/v1alpha1
  tags:
  - Clusters
  properties:
  - type: OpenAPI
    url: openapi/fluidstack-clusters-api-openapi.yml
  - type: Documentation
    url: https://docs.fluidstack.io/api-reference/management-api
- aid: fluidstack:fluidstack-instances-api
  name: Fluidstack Instances API
  description: The Instances API from Fluidstack — 2 operation(s) for instances.
  humanURL: https://docs.fluidstack.io/api-reference/management-api
  baseURL: https://api.atlas.fluidstack.io/api/v1alpha1
  tags:
  - Instances
  properties:
  - type: OpenAPI
    url: openapi/fluidstack-instances-api-openapi.yml
  - type: Documentation
    url: https://docs.fluidstack.io/api-reference/management-api
- aid: fluidstack:fluidstack-invitations-api
  name: Fluidstack Invitations API
  description: The Invitations API from Fluidstack — 2 operation(s) for invitations.
  humanURL: https://docs.fluidstack.io/api-reference/management-api
  baseURL: https://api.atlas.fluidstack.io/api/v1alpha1
  tags:
  - Invitations
  properties:
  - type: OpenAPI
    url: openapi/fluidstack-invitations-api-openapi.yml
  - type: Documentation
    url: https://docs.fluidstack.io/api-reference/management-api
- aid: fluidstack:fluidstack-members-api
  name: Fluidstack Members API
  description: The Members API from Fluidstack — 2 operation(s) for members.
  humanURL: https://docs.fluidstack.io/api-reference/management-api
  baseURL: https://api.atlas.fluidstack.io/api/v1alpha1
  tags:
  - Members
  properties:
  - type: OpenAPI
    url: openapi/fluidstack-members-api-openapi.yml
  - type: Documentation
    url: https://docs.fluidstack.io/api-reference/management-api
- aid: fluidstack:fluidstack-organizations-api
  name: Fluidstack Organizations API
  description: The Organizations API from Fluidstack — 1 operation(s) for organizations.
  humanURL: https://docs.fluidstack.io/api-reference/management-api
  baseURL: https://api.atlas.fluidstack.io/api/v1alpha1
  tags:
  - Organizations
  properties:
  - type: OpenAPI
    url: openapi/fluidstack-organizations-api-openapi.yml
  - type: Documentation
    url: https://docs.fluidstack.io/api-reference/management-api
- aid: fluidstack:fluidstack-regions-api
  name: Fluidstack Regions API
  description: The Regions API from Fluidstack — 1 operation(s) for regions.
  humanURL: https://docs.fluidstack.io/api-reference/management-api
  baseURL: https://api.atlas.fluidstack.io/api/v1alpha1
  tags:
  - Regions
  properties:
  - type: OpenAPI
    url: openapi/fluidstack-regions-api-openapi.yml
  - type: Documentation
    url: https://docs.fluidstack.io/api-reference/management-api
- aid: fluidstack:fluidstack-user-api
  name: Fluidstack User API
  description: The User API from Fluidstack — 2 operation(s) for user.
  humanURL: https://docs.fluidstack.io/api-reference/management-api
  baseURL: https://api.atlas.fluidstack.io/api/v1alpha1
  tags:
  - User
  properties:
  - type: OpenAPI
    url: openapi/fluidstack-user-api-openapi.yml
  - type: Documentation
    url: https://docs.fluidstack.io/api-reference/management-api
common:
- type: AgenticAccess
  url: agentic-access/fluidstack-agentic-access.yml
- type: DomainSecurity
  url: security/fluidstack-domain-security.yml
- type: Authentication
  url: authentication/fluidstack-authentication.yml
- type: Website
  url: https://www.fluidstack.io
- type: Portal
  url: https://docs.fluidstack.io
- type: Documentation
  url: https://docs.fluidstack.io/getting-started/overview
- type: GettingStarted
  url: https://docs.fluidstack.io/getting-started/overview
- type: Documentation
  url: https://docs.fluidstack.io/projects/overview
- type: Documentation
  url: https://docs.fluidstack.io/kubernetes/overview
- type: Documentation
  url: https://docs.fluidstack.io/slurm/overview
- type: Documentation
  url: https://docs.fluidstack.io/lighthouse/overview
- type: Documentation
  url: https://docs.fluidstack.io/api-reference/management-api
- type: SDKs
  url: https://docs.fluidstack.io/cli-reference/fluidctl
  name: fluidctl CLI
- type: About
  url: https://www.fluidstack.io/about-us/about
- type: Blog
  url: https://www.fluidstack.io/about-us/blog
- type: Careers
  url: https://www.fluidstack.io/about-us/careers
- type: Contact
  url: https://www.fluidstack.io/contact
- type: LinkedIn
  url: https://www.linkedin.com/company/fluidstack
- type: Twitter
  url: https://twitter.com/fluidstackio
- type: Features
  data:
  - On-demand single-tenant GPU clusters with isolated hardware, network, and storage
  - Immediate access to thousands of NVIDIA H200 GPUs with InfiniBand interconnect
  - Managed Kubernetes — bare-metal container orchestration with NVIDIA operators and health checks
  - Managed Slurm — bare-metal batch orchestration with user management and topology-aware scheduling
  - Lighthouse observability and monitoring for GPU clusters
  - Global Management API (v1alpha1) at api.atlas.fluidstack.io for clusters, instances, regions, members, invitations, and
    SSH keys
  - fluidctl command-line tool with auth, capacity, instance-types, instances, kubernetes, projects, slurm commands
  - Bearer token authentication with optional X-PROJECT-ID header scoping
  - Custom data centers — selected by Anthropic to deliver capacity in New York and Texas
  - Demonstrated rapid deployment — 2,500+ GPUs delivered to Poolside in 48 hours
  - 100,000+ GPUs under management across the network
  - 15-minute response SLA with direct engineer maintenance and audit logs
  - GDPR, SOC 2 Type 2, and ISO 27001 certified
  - ClusterMAX Gold awarded by SemiAnalysis (Nov 2025)
  sources:
  - https://www.fluidstack.io
  - https://docs.fluidstack.io
  - https://docs.fluidstack.io/api-reference/management-api
  - https://docs.fluidstack.io/cli-reference/fluidctl
  - https://www.fluidstack.io/about-us/blog
maintainers:
- FN: Kin Lane
  email: info@apievangelist.com
  X: apievangelist
  url: https://apievangelist.com