Amazon DeepRacer website screenshot

Amazon DeepRacer

AWS DeepRacer is an autonomous 1/18th scale race car designed to test reinforcement learning (RL) models by racing on a physical track. It provides a fully autonomous driving platform that enables developers to get hands-on experience with machine learning through a fun and engaging racing experience.

Amazon DeepRacer publishes 4 APIs on the APIs.io network, including Cars API, Leaderboards API, Models API, and 1 more. Tagged areas include Autonomous Vehicles, Machine Learning, Reinforcement Learning, and Robotics.

The Amazon DeepRacer catalog on APIs.io includes 1 JSON-LD context and 2 Spectral governance rulesets.

Amazon DeepRacer’s developer surface includes authentication, developer portal, documentation, support, engineering blog, developer console, signup flow, and 12 more developer resources.

🌐 Visit website 📡 Source on GitHub
63.8/100 strong ▬ flat Agent 44/100 agent ready Full breakdown ↓
scored 2026-07-28 · rubric v0.6
AccessFreemiumSelf serve⚡ Free to try
4 APIs
Autonomous VehiclesMachine LearningReinforcement LearningRobotics

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-28 · rubric v0.6
Composite quality — 63.8/100 · strong
Contract Quality 18.0 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 7.0 / 12
Discoverability 6.5 / 10
Agent readiness — 44/100 · 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 7 / 7
Rate-Limit Signaling 7 / 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/amazon-deepracer: 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 4

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

Amazon DeepRacer Cars API

Manage DeepRacer physical vehicles and their configurations

Amazon DeepRacer Leaderboards API

Manage racing leaderboards and submissions

Amazon DeepRacer Models API

Manage reinforcement learning models for autonomous racing

Amazon DeepRacer Tracks API

Manage virtual and physical racing tracks

Postman Collections 4

Ready-to-run Postman collections for exercising this provider's APIs.

Amazon DeepRacer Cars API

POSTMAN

Amazon DeepRacer Cars Leaderboards API

POSTMAN

Amazon DeepRacer Cars Models API

POSTMAN

Amazon DeepRacer Cars Tracks API

POSTMAN

Open Collections 1

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

Amazon DeepRacer API

OPEN COLLECTION

Pricing Plans 1

Published pricing tiers and plan structures.

Amazon Deepracer Plans Pricing

3 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Amazon Deepracer Rate Limits

5 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Amazon Deepracer Finops

FINOPS

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Amazon Deepracer Context

0 classes · 36 properties

JSON-LD

Spectral Rules 2

Spectral governance rulesets for linting and validating these APIs.

Amazon DeepRacer API Rules

5 rules · 3 warnings 2 info

SPECTRAL

Amazon DeepRacer API Rules

26 rules · 13 errors 10 warnings 3 info

SPECTRAL

JSON Schema 11

Standalone JSON Schema definitions for this provider's data models.

Car

6 properties

JSON SCHEMA

Error

2 properties

JSON SCHEMA

Leaderboard

7 properties

JSON SCHEMA

LeaderboardSubmission

6 properties

JSON SCHEMA

ListCarsResponse

2 properties

JSON SCHEMA

ListLeaderboardSubmissionsResponse

2 properties

JSON SCHEMA

ListLeaderboardsResponse

2 properties

JSON SCHEMA

ListModelsResponse

2 properties

JSON SCHEMA

ListTracksResponse

2 properties

JSON SCHEMA

Model

7 properties

JSON SCHEMA

Track

4 properties

JSON SCHEMA

Scroll for all 11

JSON Structure 11

JSON Structure definitions describing this provider's data shapes.

Car Structure

0 properties

JSON STRUCTURE

Error Structure

0 properties

JSON STRUCTURE

Leaderboard Structure

0 properties

JSON STRUCTURE

Leaderboard Submission Structure

0 properties

JSON STRUCTURE

List Cars Response Structure

0 properties

JSON STRUCTURE

List Leaderboard Submissions Response Structure

0 properties

JSON STRUCTURE

List Leaderboards Response Structure

0 properties

JSON STRUCTURE

List Models Response Structure

0 properties

JSON STRUCTURE

List Tracks Response Structure

0 properties

JSON STRUCTURE

Model Structure

0 properties

JSON STRUCTURE

Track Structure

0 properties

JSON STRUCTURE

Scroll for all 11

Examples 11

Example request and response payloads for these APIs.

Car Example

6 fields

EXAMPLE

Error Example

2 fields

EXAMPLE

Leaderboard Example

7 fields

EXAMPLE

Leaderboard Submission Example

6 fields

EXAMPLE

List Cars Response Example

2 fields

EXAMPLE

List Leaderboard Submissions Response Example

2 fields

EXAMPLE

List Leaderboards Response Example

2 fields

EXAMPLE

List Models Response Example

2 fields

EXAMPLE

List Tracks Response Example

2 fields

EXAMPLE

Model Example

6 fields

EXAMPLE

Track Example

4 fields

EXAMPLE

Scroll for all 11

Security Posture 4

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

Amazon Deepracer Authentication

apiKey · 1 scheme

SECURITY

Amazon Deepracer Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Amazon Deepracer Vulnerability Disclosure

security.txt · contact published

SECURITY

Amazon Deepracer Trust Center

PCI DSS, HIPAA, FedRAMP, GDPR, FIPS 140

SECURITY

Agentic Access 1

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

Amazon Deepracer Agentic Access

10 operations · 2 acting

10 operations · 2 acting

AGENTIC

Resources

Get Started 4

Portal, sign-up, and the first successful call

Portal
Portal
 Console
Console
 Signup
Signup
 Login
Login

Documentation 1

Reference material describing how the API behaves

Documentation
Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess
AgenticAccess

Build 2

SDKs, sample code, and the tooling you integrate with

PostmanWorkspace
PostmanWorkspace
 GitHubOrganization
GitHubOrganization

Access & Security 4

Authentication, authorization, and security posture

TrustCenter
TrustCenter
 VulnerabilityDisclosure
VulnerabilityDisclosure
 DomainSecurity
DomainSecurity
 Authentication
Authentication

Operate 3

Status, limits, changes, and where to get help

Support
Support
 StatusPage
StatusPage
 Contact
Contact

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy

Company 2

The organization behind the API

Website
Website
 Blog
Blog

Source (apis.yml)

apis.yml Raw ↑ 
aid: amazon-deepracer
name: Amazon DeepRacer
description: AWS DeepRacer is an autonomous 1/18th scale race car designed to test reinforcement learning (RL) models by racing
  on a physical track. It provides a fully autonomous driving platform that enables developers to get hands-on experience
  with machine learning through a fun and engaging racing experience.
type: Index
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/amazon-deepracer.png
tags:
- Autonomous Vehicles
- AWS
- Machine Learning
- Reinforcement Learning
- Robotics
url: https://raw.githubusercontent.com/api-evangelist/amazon-deepracer/refs/heads/main/apis.yml
created: '2026-03-16'
modified: '2026-05-19'
specificationVersion: '0.19'
apis:
- aid: amazon-deepracer:amazon-deepracer-cars-api
  name: Amazon DeepRacer Cars API
  description: Manage DeepRacer physical vehicles and their configurations
  humanURL: https://aws.amazon.com/deepracer/
  baseURL: https://deepracer.amazonaws.com
  tags:
  - Cars
  properties:
  - type: OpenAPI
    url: openapi/amazon-deepracer-cars-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/deepracer/latest/developerguide/deepracer-understand-api.html
  - type: GettingStarted
    url: https://aws.amazon.com/deepracer/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/deepracer/pricing/
  - type: FAQ
    url: https://aws.amazon.com/deepracer/faqs/
  - type: SpectralRules
    url: https://raw.githubusercontent.com/api-evangelist/amazon-deepracer/refs/heads/main/rules/amazon-deepracer-spectral-rules.yml
  - type: Vocabulary
    url: https://raw.githubusercontent.com/api-evangelist/amazon-deepracer/refs/heads/main/vocabulary/amazon-deepracer-vocabulary.yaml
  - type: JSONLD
    url: https://raw.githubusercontent.com/api-evangelist/amazon-deepracer/refs/heads/main/json-ld/amazon-deepracer-context.jsonld
- aid: amazon-deepracer:amazon-deepracer-leaderboards-api
  name: Amazon DeepRacer Leaderboards API
  description: Manage racing leaderboards and submissions
  humanURL: https://aws.amazon.com/deepracer/
  baseURL: https://deepracer.amazonaws.com
  tags:
  - Leaderboards
  properties:
  - type: OpenAPI
    url: openapi/amazon-deepracer-leaderboards-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/deepracer/latest/developerguide/deepracer-understand-api.html
  - type: GettingStarted
    url: https://aws.amazon.com/deepracer/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/deepracer/pricing/
  - type: FAQ
    url: https://aws.amazon.com/deepracer/faqs/
  - type: SpectralRules
    url: https://raw.githubusercontent.com/api-evangelist/amazon-deepracer/refs/heads/main/rules/amazon-deepracer-spectral-rules.yml
  - type: Vocabulary
    url: https://raw.githubusercontent.com/api-evangelist/amazon-deepracer/refs/heads/main/vocabulary/amazon-deepracer-vocabulary.yaml
  - type: JSONLD
    url: https://raw.githubusercontent.com/api-evangelist/amazon-deepracer/refs/heads/main/json-ld/amazon-deepracer-context.jsonld
- aid: amazon-deepracer:amazon-deepracer-models-api
  name: Amazon DeepRacer Models API
  description: Manage reinforcement learning models for autonomous racing
  humanURL: https://aws.amazon.com/deepracer/
  baseURL: https://deepracer.amazonaws.com
  tags:
  - Models
  properties:
  - type: OpenAPI
    url: openapi/amazon-deepracer-models-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/deepracer/latest/developerguide/deepracer-understand-api.html
  - type: GettingStarted
    url: https://aws.amazon.com/deepracer/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/deepracer/pricing/
  - type: FAQ
    url: https://aws.amazon.com/deepracer/faqs/
  - type: SpectralRules
    url: https://raw.githubusercontent.com/api-evangelist/amazon-deepracer/refs/heads/main/rules/amazon-deepracer-spectral-rules.yml
  - type: Vocabulary
    url: https://raw.githubusercontent.com/api-evangelist/amazon-deepracer/refs/heads/main/vocabulary/amazon-deepracer-vocabulary.yaml
  - type: JSONLD
    url: https://raw.githubusercontent.com/api-evangelist/amazon-deepracer/refs/heads/main/json-ld/amazon-deepracer-context.jsonld
- aid: amazon-deepracer:amazon-deepracer-tracks-api
  name: Amazon DeepRacer Tracks API
  description: Manage virtual and physical racing tracks
  humanURL: https://aws.amazon.com/deepracer/
  baseURL: https://deepracer.amazonaws.com
  tags:
  - Tracks
  properties:
  - type: OpenAPI
    url: openapi/amazon-deepracer-tracks-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/deepracer/latest/developerguide/deepracer-understand-api.html
  - type: GettingStarted
    url: https://aws.amazon.com/deepracer/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/deepracer/pricing/
  - type: FAQ
    url: https://aws.amazon.com/deepracer/faqs/
  - type: SpectralRules
    url: https://raw.githubusercontent.com/api-evangelist/amazon-deepracer/refs/heads/main/rules/amazon-deepracer-spectral-rules.yml
  - type: Vocabulary
    url: https://raw.githubusercontent.com/api-evangelist/amazon-deepracer/refs/heads/main/vocabulary/amazon-deepracer-vocabulary.yaml
  - type: JSONLD
    url: https://raw.githubusercontent.com/api-evangelist/amazon-deepracer/refs/heads/main/json-ld/amazon-deepracer-context.jsonld
common:
- type: PostmanWorkspace
  url: https://www.postman.com/kinlaneapi/amazon-deepracer/overview
- type: AgenticAccess
  url: agentic-access/amazon-deepracer-agentic-access.yml
- type: TrustCenter
  url: security/amazon-deepracer-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/amazon-deepracer-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/amazon-deepracer-domain-security.yml
- type: Authentication
  url: authentication/amazon-deepracer-authentication.yml
- type: Portal
  url: https://aws.amazon.com/deepracer/
- type: Website
  url: https://aws.amazon.com/deepracer/
- type: Documentation
  url: https://docs.aws.amazon.com/deepracer/
- type: TermsOfService
  url: https://aws.amazon.com/service-terms/
- type: PrivacyPolicy
  url: https://aws.amazon.com/privacy/
- type: Support
  url: https://aws.amazon.com/premiumsupport/
- type: Blog
  url: https://aws.amazon.com/blogs/machine-learning/tag/aws-deepracer/
- type: GitHubOrganization
  url: https://github.com/aws
- type: Console
  url: https://console.aws.amazon.com/deepracer/
- type: Signup
  url: https://portal.aws.amazon.com/billing/signup
- type: Login
  url: https://signin.aws.amazon.com/
- type: StatusPage
  url: https://health.aws.amazon.com/health/status
- type: Contact
  url: https://aws.amazon.com/contact-us/
- type: Integrations
  url: https://aws.amazon.com/marketplace
integrations:
- name: Sign in
- name: Agent Mode
- name: Why AWS Marketplace?
- name: Get started in AWS Marketplace
- name: Industry
- name: Resources
- name: Become a Channel Partner
- name: Sell in AWS Marketplace
- name: Manage Your Account
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com