Advanced Micro Devices
Advanced Micro Devices (AMD) is a global semiconductor company that develops high-performance computing, graphics, and visualization technologies for data centers, gaming, and embedded markets. AMD provides the ROCm open software platform for GPU computing, HIP programming interface, and the AMD Developer Cloud for AI workloads using AMD Instinct GPUs.
Solid contracts, transparent operations, and an easy start — typically complete on four or five facets with one clear soft spot.
API Evangelist profiles Advanced Micro Devices the way a machine reads it — 84 machine-readable artifacts across 8 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Advanced Micro Devices scores 62.1/100 (strong), with a separate agent-readiness read of 48/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
How we profile Advanced Micro Devices
Each block below is one kind of artifact we hold for Advanced Micro Devices. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
APIs 8
Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.
Individual APIs this provider publishes, each with its own machine-readable definition.
Advanced Micro Devices Configuration API
ROCm system configuration
Advanced Micro Devices Credits API
Cloud credit balance and usage
Advanced Micro Devices Devices API
GPU device enumeration and information
Advanced Micro Devices Health API
GPU health and diagnostic status
Advanced Micro Devices Instances API
GPU compute instance management
Advanced Micro Devices Models API
AI model deployment and management
Advanced Micro Devices Monitoring API
GPU utilization and performance monitoring
Advanced Micro Devices Performance API
Performance counters and profiling data
Scroll within the panel for all 8 ·
Open Collections 2
Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.
Open, tool-agnostic API collections (OpenAPI-derived and Bruno).
AMD Developer Cloud API
OPEN COLLECTIONAMD ROCm Management API
OPEN COLLECTIONPricing Plans 1
Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the six things the Kin Score reads for commercial clarity.
Published pricing tiers and plan structures.
Rate Limits 1
Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.
Documented rate limits and quota policies.
Advanced Micro Devices Rate Limits
RATE LIMITSFinOps 1
Cost, billing, and metering signals let a buyer model the financial operations of an API before it's live. We profile them for the same reason we profile pricing: the money is part of the contract.
Cost, billing, and metering signals for API financial operations.
Features 8
The notable capabilities this provider advertises, captured as structured features so they can be searched and compared instead of read one landing page at a time.
Notable capabilities this provider offers.
AMD Instinct GPU Instances
On-demand access to MI300X, MI250, and MI210 GPU instances for AI training, inference, and HPC workloads.
ROCm Software Platform
Open-source GPU compute platform with HIP programming model, math libraries, and deep learning framework support.
HIP Programming Interface
CUDA-compatible GPU programming interface enabling portable code across AMD and NVIDIA hardware.
AI Model Serving
Deploy and serve large language models using vLLM, TGI, and other inference engines on AMD Instinct GPUs.
ROCm Math Libraries
Optimized libraries including rocBLAS, rocFFT, rocRAND, and rocSPARSE for scientific computing and deep learning.
Multi-GPU Communication
RCCL (ROCm Communication Collectives Library) for efficient multi-GPU and multi-node collective operations.
AI Developer Cloud Credits
Free GPU cloud credits for qualifying researchers, startups, and developers through the AMD AI Developer Program.
Framework Compatibility
Full compatibility with PyTorch, TensorFlow, JAX, and other ML frameworks via ROCm backend support.
Scroll within the panel for all 8 ·
Semantic Vocabularies 2
JSON-LD contexts give the data shared meaning across APIs. We profile them because semantics are what let a machine reconcile 'customer' here with 'customer' somewhere else.
JSON-LD contexts and semantic vocabularies used across these APIs.
Spectral Rules 3
Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.
Advanced Micro Devices API Rules
SPECTRALAdvanced Micro Devices API Rules
SPECTRALAdvanced Micro Devices API Rules
SPECTRALJSON Schema 14
Standalone JSON Schema definitions describe the data models behind the API. We profile them so the shapes are validatable on their own — useful long after a single request is forgotten.
Standalone JSON Schema definitions for this provider's data models.
Credits
JSON SCHEMAInstanceInput
JSON SCHEMAInstanceList
JSON SCHEMAInstanceMetrics
JSON SCHEMAInstance
JSON SCHEMAModelInput
JSON SCHEMAModelList
JSON SCHEMAModel
JSON SCHEMADeviceHealth
JSON SCHEMADeviceList
JSON SCHEMADevicePerformance
JSON SCHEMADevice
JSON SCHEMAErrorResponse
JSON SCHEMARocmVersion
JSON SCHEMAScroll within the panel for all 14 ·
JSON Structure 14
JSON Structure captures the data shapes in a form built for tooling — a complement to JSON Schema that keeps the model machine-legible.
JSON Structure definitions describing this provider's data shapes.
Cloud Api Credits Structure
JSON STRUCTURECloud Api Instance Input Structure
JSON STRUCTURECloud Api Instance List Structure
JSON STRUCTURECloud Api Instance Metrics Structure
JSON STRUCTURECloud Api Instance Structure
JSON STRUCTURECloud Api Model Input Structure
JSON STRUCTURECloud Api Model List Structure
JSON STRUCTURECloud Api Model Structure
JSON STRUCTURERocm Api Device Health Structure
JSON STRUCTURERocm Api Device List Structure
JSON STRUCTURERocm Api Device Performance Structure
JSON STRUCTURERocm Api Device Structure
JSON STRUCTURERocm Api Error Response Structure
JSON STRUCTURERocm Api Rocm Version Structure
JSON STRUCTUREScroll within the panel for all 14 ·
Examples 14
Real request and response payloads are what turn a spec from abstract into obvious — and they're one of the twelve things an agent needs to call an API correctly on the first try.
Example request and response payloads for these APIs.
Cloud Api Credits Example
EXAMPLECloud Api Instance Example
EXAMPLECloud Api Model Example
EXAMPLECloud Api Modelinput Example
EXAMPLECloud Api Modellist Example
EXAMPLERocm Api Device Example
EXAMPLERocm Api Devicelist Example
EXAMPLERocm Api Rocmversion Example
EXAMPLEScroll within the panel for all 14 ·
Security Posture 2
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Agentic Access 1
An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.
Recommended x-agentic-access execution contracts for AI agents.
Use Cases 6
What developers actually build with this provider — captured so the catalogue answers 'what is this for', not just 'what does this expose'.
What developers build with this provider.
Large Language Model Training
Train and fine-tune large language models on AMD Instinct GPU clusters with ROCm-optimized PyTorch.
AI Inference Serving
Deploy LLM inference endpoints using vLLM on AMD Instinct GPUs for high-throughput token generation.
Scientific Computing
Run HPC simulations, molecular dynamics, and fluid dynamics workloads on AMD GPU clusters with ROCm.
Computer Vision
Train and deploy image classification, object detection, and segmentation models using AMD GPU acceleration.
Data Analytics
Accelerate data processing and analytics workloads using GPU-accelerated computing with ROCm.
Generative AI Development
Develop and iterate on generative AI applications using AMD Developer Cloud free GPU credits.
Integrations 7
Pre-built integrations with other platforms tell you where this provider already fits in a stack.
Pre-built integrations with other platforms and tools.
PyTorch
Full ROCm support for PyTorch including autograd, distributed training, and all major model architectures.
TensorFlow
TensorFlow-ROCm integration enabling GPU-accelerated training and inference on AMD hardware.
vLLM
AMD Instinct Day-0 support in vLLM for high-performance LLM inference serving.
Hugging Face
Transformers and Diffusers library compatibility with ROCm for loading and running models from Hugging Face Hub.
Kubernetes
AMD GPU operator for Kubernetes enabling GPU-accelerated containerized workloads on AMD hardware.
Docker
Official ROCm Docker images for containerized GPU computing environments.
ONNX Runtime
ONNX Runtime ROCm execution provider for cross-framework model deployment on AMD GPUs.
Scroll within the panel for all 7 ·
Resources
Every other property we hold for Advanced Micro Devices — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Get Started 3
Portal, sign-up, and the first successful call
Documentation 1
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
Learn 1
Tutorials, courses, talks, and written guidance
Operate 1
Status, limits, changes, and where to get help
Commercial 2
Pricing, plans, and the legal terms of use
Company 3
The organization behind the API
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