Inferless website screenshot

Inferless

Inferless is a serverless GPU inference platform for machine learning models. Teams import a model from Hugging Face, a Git repo, or a container and Inferless auto-generates a scalable REST inference endpoint billed per second of GPU compute. A workspace-scoped management API and CLI cover model import, deployment, settings, logs, secrets, and volumes.

Inferless publishes 2 APIs on the APIs.io network: Inference API and Model Management API. Tagged areas include Artificial Intelligence, ML Inference, Serverless GPU, Model Deployment, and Inference.

Inferless’ developer surface includes authentication, documentation, engineering blog, and 8 more developer resources.

🌐 Visit website 📡 Source on GitHub
38.6/100 thin ▬ flat Agent 25/100 agent aware Full breakdown ↓
scored 2026-08-25 · rubric v0.14.0
AccessFreemiumSelf serve⚡ Free to try
2 APIs
Artificial IntelligenceML InferenceServerless GPUModel DeploymentInference

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-25 · rubric v0.14.0
Composite quality — 38.6/100 · thin
Contract Quality 14.6 / 25
Developer Ergonomics 4.8 / 20
Access Clarity 7.9 / 20
Operational Transparency 4.4 / 13
Contract Governance 0.0 / 12
Discoverability 6.9 / 10
Agent readiness — 25/100 · agent aware
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 0 / 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 Surface 0 / 5
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/inferless: 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 2

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

Inferless Inference API

The Inference API from Inferless — 1 operation(s) for inference.

Inferless Model Management API

The Model Management API from Inferless — 2 operation(s) for model management.

Open Collections 4

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

API Collection

OPEN COLLECTION

Inferless Inference API

OPEN COLLECTION

Inferless Inference Model Management API

OPEN COLLECTION

Inferless API

OPEN COLLECTION

Pricing Plans 1

Published pricing tiers and plan structures.

Inferless Plans Pricing

4 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Inferless Rate Limits

5 limits

RATE LIMITS

FinOps 1

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

Inferless Finops

FINOPS

Security Posture 2

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

Inferless Authentication

http · 1 scheme

SECURITY

Inferless Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Agentic Access 1

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

Inferless Agentic Access

3 operations · 3 acting

3 operations · 3 acting

AGENTIC

Resources

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 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization
GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity
 Authentication
Authentication

Operate 1

Status, limits, changes, and where to get help

RateLimits
RateLimits

Commercial 2

Pricing, plans, and the legal terms of use

Plans
Plans
 FinOps
FinOps

Company 3

The organization behind the API

LinkedIn
LinkedIn
 Website
Website
 Blog
Blog

Source (apis.yml)

apis.yml Raw ↑ 
aid: inferless
url: https://raw.githubusercontent.com/api-evangelist/inferless/refs/heads/main/apis.yml
name: Inferless
kind: company
description: Inferless is a serverless GPU inference platform for machine learning models. Teams import a model from Hugging
  Face, a Git repo, or a container and Inferless auto-generates a scalable REST inference endpoint billed per second of GPU
  compute. A workspace-scoped management API and CLI cover model import, deployment, settings, logs, secrets, and volumes.
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/inferless.png
tags:
- Artificial Intelligence
- ML Inference
- Serverless GPU
- Model Deployment
- Inference
tags_raw:
- AI
- ML Inference
- Serverless GPU
- Model Deployment
- Inference
created: '2026-06-20'
modified: '2026-06-20'
specificationVersion: '0.23'
apis:
- aid: inferless:inferless-inference-api
  name: Inferless Inference API
  description: The Inference API from Inferless — 1 operation(s) for inference.
  humanURL: https://docs.inferless.com/api-reference/model-endpoint/model-endpoint
  baseURL: https://api.inferless.com
  tags:
  - Inference
  properties:
  - type: OpenAPI
    url: openapi/inferless-inference-api-openapi.yml
  - type: Documentation
    url: https://docs.inferless.com/api-reference/model-endpoint/model-endpoint
  - type: APIReference
    url: https://docs.inferless.com/api-reference/model-endpoint/test-your-model-endpoint
  - type: Postman
    url: collections/inferless.postman_collection.json
  - type: Documentation
    url: https://docs.inferless.com/api-reference/model-management-apis/model-settings-update
  - type: APIReference
    url: https://docs.inferless.com/api-reference/model-management-apis/model-logs-get
  - type: Documentation
    url: https://docs.inferless.com/model-import/cli-import
  - type: APIReference
    url: https://docs.inferless.com/references/cli/inferless-deploy
- aid: inferless:inferless-model-management-api
  name: Inferless Model Management API
  description: The Model Management API from Inferless — 2 operation(s) for model management.
  humanURL: https://docs.inferless.com/api-reference/model-endpoint/model-endpoint
  baseURL: https://api.inferless.com
  tags:
  - Model Management
  properties:
  - type: OpenAPI
    url: openapi/inferless-model-management-api-openapi.yml
  - type: Documentation
    url: https://docs.inferless.com/api-reference/model-endpoint/model-endpoint
  - type: APIReference
    url: https://docs.inferless.com/api-reference/model-endpoint/test-your-model-endpoint
  - type: Postman
    url: collections/inferless.postman_collection.json
  - type: Documentation
    url: https://docs.inferless.com/api-reference/model-management-apis/model-settings-update
  - type: APIReference
    url: https://docs.inferless.com/api-reference/model-management-apis/model-logs-get
  - type: Documentation
    url: https://docs.inferless.com/model-import/cli-import
  - type: APIReference
    url: https://docs.inferless.com/references/cli/inferless-deploy
common:
- type: AgenticAccess
  url: agentic-access/inferless-agentic-access.yml
- type: DomainSecurity
  url: security/inferless-domain-security.yml
- type: Authentication
  url: authentication/inferless-authentication.yml
- type: GitHubOrganization
  url: https://github.com/inferless
- type: LinkedIn
  url: https://www.linkedin.com/company/inferless
- type: Website
  url: https://www.inferless.com
- type: Documentation
  url: https://docs.inferless.com
- type: Plans
  url: plans/inferless-plans-pricing.yml
- type: RateLimits
  url: rate-limits/inferless-rate-limits.yml
- type: FinOps
  url: finops/inferless-finops.yml
- url: https://www.inferless.com/blog/rss.xml
  type: Blog
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

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