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

49.9/100 developing ▬ flat Agent 31/100 agent ready saas Full breakdown ↓
scored 2026-09-10 · rubric v0.20.0

AccessFreemiumSelf serve⚡ Free to try

1 APIs

Autonomous Vehicles Machine-Learning Reinforcement Learning Robotics

Kin Score

Kin Score How this is scored →
scored 2026-09-10 · rubric v0.20.0

Composite quality — 49.9/100 · developing

Contract Quality 14.2 / 23

Developer Ergonomics 8.8 / 18

Access Clarity 11.1 / 18

Operational Transparency 3.1 / 12

Contract Governance 3.1 / 11

Discoverability 5.3 / 9

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 31/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

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

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. 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. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

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 6

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

API Collection

OPEN COLLECTION

Amazon DeepRacer Cars API

OPEN COLLECTION

Amazon DeepRacer Cars Leaderboards API

OPEN COLLECTION

Amazon DeepRacer Cars Models API

OPEN COLLECTION

Amazon DeepRacer Cars Tracks API

OPEN COLLECTION

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

AGENTIC

Resources

Get Started 4

Portal, sign-up, and the first successful call

Portal

Portal

Console

Console

Signup

Signup

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)

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
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-09-03'
  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
tags_raw:
- 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: '0.23'
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
x-parent: aws
x-relationship: product

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/amazon-deepracer"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/amazon-deepracer/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/amazon-deepracer/evidence"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.