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 API contracts indexed on the APIs.io network, including Cars API, Leaderboards API, Models API, and 1 more. Tagged areas include Autonomous Vehicles, Amazon Web Services, 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 16 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

51.4/100 developing ▬ flat Agent 30/100 agent ready saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreemiumSelf serve⚡ Free to try

1 published contract

Autonomous Vehicles Amazon Web Services Machine Learning Reinforcement Learning Robotics

What this lets a business do 1

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

Information & Data Management

BC-610

Models

GET /20201101/models DELETE /20201101/models/{modelArn}

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 51.4/100 · developing

Contract Quality 10.7 / 19

Developer Ergonomics 7.3 / 15

Access Clarity 8.1 / 15

Operational Transparency 3.6 / 10

Contract Governance 2.5 / 9

Discoverability 5.0 / 8

Regulatory Posture 4.9 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 30/100 · 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

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

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.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks

7 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 57.2 — up to +10.7 composite points
Developer Ergonomics scores 48.8 — up to +10.2 composite points
Access Clarity scores 53.9 — up to +9.2 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

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 the provider profile at artifacts.apis.io/amazon-deepracer/apis.yml: open an issue on github.com/api-evangelist/amazon-deepracer to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
Autonomous Vehicles (self-driving testing, deployment, robotaxi service)	undeclared	-	-	-

OPEN COLLECTION

Amazon DeepRacer Cars Tracks API

OPEN COLLECTION

Amazon DeepRacer API

OPEN COLLECTION

Amazon DeepRacer API pricing

Not yet checked against Amazon DeepRacer's own pricing page. Compiled by API Evangelist on 2026-05-04; confirm before you rely on a figure. A free plan or tier is listed.

Plan	Price
Free freemium	Free
Professional paid	Free
Enterprise enterprise	—

Plan details, limits and sources →

Rate limits

Free Tier Default: 10 requests per minute
Free Tier Monthly Quota: 1000 requests per month
Professional Tier Default: 100 requests per minute

Compiled by API Evangelist, not yet checked against Amazon DeepRacer's documentation. All 5 limits →

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

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

Amazon DeepRacer

SLA

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 — jsonschema rules

5 rules · 3 warnings 2 info

SPECTRAL

Amazon DeepRacer API Rules

26 rules · 13 errors 10 warnings 3 info

SPECTRAL

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 4

Status, limits, changes, and where to get help

RateLimits

Support

StatusPage

Contact

Commercial 4

Pricing, plans, and the legal terms of use

Plans

FinOps

TermsOfService

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 1

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

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
  gated: none
  gated_source:
  - onboarding
  label: Freemium · Self-serve signup
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/amazon-deepracer.png
tags:
- Autonomous Vehicles
- Amazon Web Services
- Machine Learning
- Reinforcement Learning
- Robotics
tags_raw:
- Autonomous Vehicles
- AWS
- Machine Learning
- Reinforcement Learning
- Robotics
- Machine-Learning
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: Plans
  url: plans/amazon-deepracer-plans-pricing.yml
- type: RateLimits
  url: rate-limits/amazon-deepracer-rate-limits.yml
- type: FinOps
  url: finops/amazon-deepracer-finops.yml
- type: CapabilityMap
  url: capabilities/amazon-deepracer-capability-edges.yml
  name: Amazon DeepRacer Business Capability Map
- 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: amazon-web-services
x-relationship: product

Amazon DeepRacer API — frequently asked questions

Does Amazon DeepRacer have an API?

Yes. APIs.io lists 4 APIs from Amazon DeepRacer, including Amazon DeepRacer Cars API, Amazon DeepRacer Leaderboards API and Amazon DeepRacer Models API, and 1 more.

Is there an OpenAPI specification for the Amazon DeepRacer API?

Yes. APIs.io indexes 4 OpenAPI specifications for Amazon DeepRacer, each linked for download from this page.

How do I authenticate with the Amazon DeepRacer API?

Amazon DeepRacer uses bearer-token authentication (apiKey · 1 scheme). The details are profiled on APIs.io as Amazon Deepracer Authentication.

How much does the Amazon DeepRacer API cost?

APIs.io lists 3 pricing plans for Amazon DeepRacer, with each plan's price, limits and inclusions under Pricing on this page.

Is the Amazon DeepRacer API ready for AI agents?

Amazon DeepRacer has a Kin Score of 51.4 out of 100 (developing) and an Agent Readiness score of 30.2 (agent-ready), scored by API Evangelist on 2026-11-06.

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