Replicate website screenshot

Replicate

Replicate lets you run machine learning models in the cloud with a simple API. Thousands of open-source models are available, and you can run your own custom models at scale. Run image generation, language models, audio synthesis, video generation, and more with a few lines of code. Replicate makes AI accessible to every software engineer.

Replicate publishes 11 APIs on the APIs.io network, including Accounts API, Cancel API, Collections API, and 8 more. Tagged areas include Artificial Intelligence, Machine-Learning, Image-Generation, Language Models, and Model Deployment.

The Replicate catalog on APIs.io includes 1 event-driven AsyncAPI specification, 1 JSON-LD context, and 3 Spectral governance rulesets.

Replicate’s developer surface includes authentication, documentation, pricing, engineering blog, changelog, signup flow, and 30 more developer resources.

53.9/100 developing ▬ flat Agent 30/100 agent ready saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0
AccessPaid
1 APIs 1 MCP Servers 7 Agent Skills 16 Features
Artificial IntelligenceMachine-LearningImage-GenerationLanguage ModelsModel Deployment

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0
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/replicate: 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 11

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

Replicate Accounts API

The Accounts API from Replicate — 1 operation(s) for accounts.

Replicate Cancel API

The Cancel API from Replicate — 2 operation(s) for cancel.

Replicate Collections API

The Collections API from Replicate — 2 operation(s) for collections.

Replicate Deployments API

The Deployments API from Replicate — 3 operation(s) for deployments.

Replicate Hardware API

The Hardware API from Replicate — 1 operation(s) for hardware.

Replicate Model API

The Model API from Replicate — 5 operation(s) for model.

Replicate Models API

The Models API from Replicate — 1 operation(s) for models.

Replicate Predictions API

The Predictions API from Replicate — 5 operation(s) for predictions.

Replicate Secrets API

The Secrets API from Replicate — 1 operation(s) for secrets.

Replicate Training API

The Training API from Replicate — 2 operation(s) for training.

Replicate Trainings API

The Trainings API from Replicate — 1 operation(s) for trainings.

Scroll for all 11

Postman Collections 1

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

Replicate

POSTMAN

Open Collections 18

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

API Collection

OPEN COLLECTION

Replicate Accounts API

OPEN COLLECTION

Replicate

OPEN COLLECTION

Scroll for all 18

Arazzo Workflows 10

Multi-step API workflows described with the Arazzo specification.

Replicate Pick a Model from a Collection and Predict

Read a curated collection, confirm a chosen model, run its latest version, and poll the prediction.

ARAZZO

Replicate Create a Deployment and Run a Prediction Through It

Pick hardware, create a deployment for a model version, then run a prediction via the deployment.

ARAZZO

Replicate Resolve Latest Version and Predict

Look up a model, pick its latest version, run a prediction, and poll to completion.

ARAZZO

Replicate Run an Official Model and Poll

Run a prediction against an official model by name, then poll until complete.

ARAZZO

Replicate Create Prediction and Poll Until Complete

Run a model version, then poll the prediction until it reaches a terminal state.

ARAZZO

Replicate Run a Prediction with Bounded Wait and Cancel

Create a prediction, poll a bounded number of times, and cancel it if it has not finished.

ARAZZO

Replicate Scale a Deployment and Run a Prediction

Read a deployment, update its version and instance bounds, then run a prediction through it.

ARAZZO

Replicate Search for a Model and Run a Prediction

Search public models by query, run a prediction on the top match's latest version, and poll it.

ARAZZO

Replicate Start a Training and Poll Until Complete

Start a fine-tuning run from a base model version, then poll until the training finishes.

ARAZZO

Replicate Fetch Webhook Secret and Run a Webhook Prediction

Retrieve the default webhook signing secret, then create a prediction that posts to a webhook.

ARAZZO

Scroll for all 10

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

MCP Server

MCP SERVER

Agent Skills 7

Packaged agent skills for driving this provider's APIs from an AI assistant.

build-models

AGENT SKILL

compare-models

AGENT SKILL

find-models

AGENT SKILL

prompt-images

AGENT SKILL

prompt-videos

AGENT SKILL

publish-models

AGENT SKILL

run-models

AGENT SKILL

Scroll for all 7

GraphQL 1

GraphQL schemas published by this provider.

Replicate GraphQL

Replicate does not currently expose a public GraphQL endpoint. The platform's primary API is a REST HTTP API available at `https://api.replicate.com/v1`. This GraphQL schema is ...

GRAPHQL

Pricing Plans 1

Published pricing tiers and plan structures.

Rate Limits 1

Documented rate limits and quota policies.

Replicate Rate Limits

4 limits

RATE LIMITS

FinOps 1

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

Features 16

Notable capabilities this provider offers.

T4 GPU at $0.000225/sec (cheapest)
L40S GPU at $0.000975/sec
A100 80GB at $0.00140/sec
H100 at $0.001525/sec (highest performance)
Pay only for execution time (per second)
Default 10 predictions/sec; can be raised to 100 on paid
Other endpoints: 60 req/sec
Public model library with thousands of models
Cog framework for packaging your own models
Deployments for low-latency inference (charges idle time)
Webhooks for prediction completion
OAuth 2.0 and API tokens
Streaming output for LLM models
Files input via signed URLs
Training service for fine-tuning
Trainings billed at hardware rate

Scroll for all 16

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Replicate Streaming and Webhooks API

AsyncAPI definition for Replicate's event-driven surfaces: - Server-Sent Events (SSE) stream returned for predictions where the model supports streaming output. The stream URL i...

ASYNCAPI

Semantic Vocabularies 1

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

Replicate Context

2 classes · 32 properties

JSON-LD

Spectral Rules 3

Spectral governance rulesets for linting and validating these APIs.

Replicate API Rules

7 rules · 1 errors 6 warnings

SPECTRAL

Replicate API Rules

5 rules · 4 warnings 1 info

SPECTRAL

Replicate API Rules

10 rules · 2 errors 6 warnings

SPECTRAL

JSON Schema 5

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

Replicate Model

14 properties

JSON SCHEMA

Replicate Prediction

16 properties

JSON SCHEMA

schemas_prediction_request

4 properties

JSON SCHEMA

schemas_training_request

4 properties

JSON SCHEMA

schemas_version_prediction_request

5 properties

JSON SCHEMA

JSON Structure 2

JSON Structure definitions describing this provider's data shapes.

Replicate Prediction Structure

0 properties

JSON STRUCTURE

Replicate Structure

0 properties

JSON STRUCTURE

Examples 2

Example request and response payloads for these APIs.

Security Posture 2

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

Replicate Authentication

http · 1 scheme

SECURITY

Replicate Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Agentic Access 1

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

Replicate Agentic Access

27 operations · 12 acting

27 operations · 12 acting

AGENTIC

Resources

Get Started 2

Portal, sign-up, and the first successful call

Documentation 1

Reference material describing how the API behaves

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 10

Pagination, idempotency, versioning, errors, and events

Scroll for all 10

Build 7

SDKs, sample code, and the tooling you integrate with

Scroll for all 7

Access & Security 2

Authentication, authorization, and security posture

Operate 2

Status, limits, changes, and where to get help

Commercial 3

Pricing, plans, and the legal terms of use

Company 3

The organization behind the API

Other 2

Properties that don't map to a standard resource type

Source (apis.yml)

apis.yml Raw ↑
aid: replicate
name: Replicate
description: Replicate lets you run machine learning models in the cloud with a simple API. Thousands of open-source models
  are available, and you can run your own custom models at scale. Run image generation, language models, audio synthesis,
  video generation, and more with a few lines of code. Replicate makes AI accessible to every software engineer.
type: Index
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: paid
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Paid
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-09-03'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/replicate.png
tags:
- Artificial Intelligence
- Machine-Learning
- Image-Generation
- Language Models
- Model Deployment
tags_raw:
- Artificial Intelligence
- Machine Learning
- Image Generation
- Language Models
- Model Deployment
url: https://raw.githubusercontent.com/api-evangelist/replicate/refs/heads/main/apis.yml
created: '2024-11-13'
modified: '2026-05-29'
specificationVersion: '0.23'
apis:
- aid: replicate:replicate-accounts-api
  name: Replicate Accounts API
  description: The Accounts API from Replicate — 1 operation(s) for accounts.
  humanURL: https://replicate.com/
  tags:
  - Account
  tags_raw:
  - Accounts
  properties:
  - type: OpenAPI
    url: openapi/replicate-accounts-api-openapi.yml
  - type: Documentation
    url: https://replicate.com/docs
  - type: OpenAPI Documentation
    url: https://replicate.com/docs/reference/http
  - type: AsyncAPI
    url: asyncapi/replicate-asyncapi.yml
  - type: SpectralRuleset
    url: rules/replicate-rules.yml
  - type: Vocabulary
    url: vocabulary/replicate-vocabulary.yml
  - type: GraphQL
    url: graphql/replicate-graphql.md
- aid: replicate:replicate-cancel-api
  name: Replicate Cancel API
  description: The Cancel API from Replicate — 2 operation(s) for cancel.
  humanURL: https://replicate.com/
  tags:
  - Cancel
  properties:
  - type: OpenAPI
    url: openapi/replicate-cancel-api-openapi.yml
  - type: Documentation
    url: https://replicate.com/docs
  - type: OpenAPI Documentation
    url: https://replicate.com/docs/reference/http
  - type: AsyncAPI
    url: asyncapi/replicate-asyncapi.yml
  - type: SpectralRuleset
    url: rules/replicate-rules.yml
  - type: Vocabulary
    url: vocabulary/replicate-vocabulary.yml
  - type: GraphQL
    url: graphql/replicate-graphql.md
- aid: replicate:replicate-collections-api
  name: Replicate Collections API
  description: The Collections API from Replicate — 2 operation(s) for collections.
  humanURL: https://replicate.com/
  tags:
  - Collection
  tags_raw:
  - Collections
  properties:
  - type: OpenAPI
    url: openapi/replicate-collections-api-openapi.yml
  - type: Documentation
    url: https://replicate.com/docs
  - type: OpenAPI Documentation
    url: https://replicate.com/docs/reference/http
  - type: AsyncAPI
    url: asyncapi/replicate-asyncapi.yml
  - type: SpectralRuleset
    url: rules/replicate-rules.yml
  - type: Vocabulary
    url: vocabulary/replicate-vocabulary.yml
  - type: GraphQL
    url: graphql/replicate-graphql.md
- aid: replicate:replicate-deployments-api
  name: Replicate Deployments API
  description: The Deployments API from Replicate — 3 operation(s) for deployments.
  humanURL: https://replicate.com/
  tags:
  - Deployment
  tags_raw:
  - Deployments
  properties:
  - type: OpenAPI
    url: openapi/replicate-deployments-api-openapi.yml
  - type: Documentation
    url: https://replicate.com/docs
  - type: OpenAPI Documentation
    url: https://replicate.com/docs/reference/http
  - type: AsyncAPI
    url: asyncapi/replicate-asyncapi.yml
  - type: SpectralRuleset
    url: rules/replicate-rules.yml
  - type: Vocabulary
    url: vocabulary/replicate-vocabulary.yml
  - type: GraphQL
    url: graphql/replicate-graphql.md
- aid: replicate:replicate-hardware-api
  name: Replicate Hardware API
  description: The Hardware API from Replicate — 1 operation(s) for hardware.
  humanURL: https://replicate.com/
  tags:
  - Hardware
  properties:
  - type: OpenAPI
    url: openapi/replicate-hardware-api-openapi.yml
  - type: Documentation
    url: https://replicate.com/docs
  - type: OpenAPI Documentation
    url: https://replicate.com/docs/reference/http
  - type: AsyncAPI
    url: asyncapi/replicate-asyncapi.yml
  - type: SpectralRuleset
    url: rules/replicate-rules.yml
  - type: Vocabulary
    url: vocabulary/replicate-vocabulary.yml
  - type: GraphQL
    url: graphql/replicate-graphql.md
- aid: replicate:replicate-model-api
  name: Replicate Model API
  description: The Model API from Replicate — 5 operation(s) for model.
  humanURL: https://replicate.com/
  tags:
  - Model
  properties:
  - type: OpenAPI
    url: openapi/replicate-model-api-openapi.yml
  - type: Documentation
    url: https://replicate.com/docs
  - type: OpenAPI Documentation
    url: https://replicate.com/docs/reference/http
  - type: AsyncAPI
    url: asyncapi/replicate-asyncapi.yml
  - type: SpectralRuleset
    url: rules/replicate-rules.yml
  - type: Vocabulary
    url: vocabulary/replicate-vocabulary.yml
  - type: GraphQL
    url: graphql/replicate-graphql.md
- aid: replicate:replicate-models-api
  name: Replicate Models API
  description: The Models API from Replicate — 1 operation(s) for models.
  humanURL: https://replicate.com/
  tags:
  - Models
  properties:
  - type: OpenAPI
    url: openapi/replicate-models-api-openapi.yml
  - type: Documentation
    url: https://replicate.com/docs
  - type: OpenAPI Documentation
    url: https://replicate.com/docs/reference/http
  - type: AsyncAPI
    url: asyncapi/replicate-asyncapi.yml
  - type: SpectralRuleset
    url: rules/replicate-rules.yml
  - type: Vocabulary
    url: vocabulary/replicate-vocabulary.yml
  - type: GraphQL
    url: graphql/replicate-graphql.md
- aid: replicate:replicate-predictions-api
  name: Replicate Predictions API
  description: The Predictions API from Replicate — 5 operation(s) for predictions.
  humanURL: https://replicate.com/
  tags:
  - Predictions
  properties:
  - type: OpenAPI
    url: openapi/replicate-predictions-api-openapi.yml
  - type: Documentation
    url: https://replicate.com/docs
  - type: OpenAPI Documentation
    url: https://replicate.com/docs/reference/http
  - type: AsyncAPI
    url: asyncapi/replicate-asyncapi.yml
  - type: SpectralRuleset
    url: rules/replicate-rules.yml
  - type: Vocabulary
    url: vocabulary/replicate-vocabulary.yml
  - type: GraphQL
    url: graphql/replicate-graphql.md
- aid: replicate:replicate-secrets-api
  name: Replicate Secrets API
  description: The Secrets API from Replicate — 1 operation(s) for secrets.
  humanURL: https://replicate.com/
  tags:
  - Secrets
  properties:
  - type: OpenAPI
    url: openapi/replicate-secrets-api-openapi.yml
  - type: Documentation
    url: https://replicate.com/docs
  - type: OpenAPI Documentation
    url: https://replicate.com/docs/reference/http
  - type: AsyncAPI
    url: asyncapi/replicate-asyncapi.yml
  - type: SpectralRuleset
    url: rules/replicate-rules.yml
  - type: Vocabulary
    url: vocabulary/replicate-vocabulary.yml
  - type: GraphQL
    url: graphql/replicate-graphql.md
- aid: replicate:replicate-training-api
  name: Replicate Training API
  description: The Training API from Replicate — 2 operation(s) for training.
  humanURL: https://replicate.com/
  tags:
  - Training
  properties:
  - type: OpenAPI
    url: openapi/replicate-training-api-openapi.yml
  - type: Documentation
    url: https://replicate.com/docs
  - type: OpenAPI Documentation
    url: https://replicate.com/docs/reference/http
  - type: AsyncAPI
    url: asyncapi/replicate-asyncapi.yml
  - type: SpectralRuleset
    url: rules/replicate-rules.yml
  - type: Vocabulary
    url: vocabulary/replicate-vocabulary.yml
  - type: GraphQL
    url: graphql/replicate-graphql.md
- aid: replicate:replicate-trainings-api
  name: Replicate Trainings API
  description: The Trainings API from Replicate — 1 operation(s) for trainings.
  humanURL: https://replicate.com/
  tags:
  - Trainings
  properties:
  - type: OpenAPI
    url: openapi/replicate-trainings-api-openapi.yml
  - type: Documentation
    url: https://replicate.com/docs
  - type: OpenAPI Documentation
    url: https://replicate.com/docs/reference/http
  - type: AsyncAPI
    url: asyncapi/replicate-asyncapi.yml
  - type: SpectralRuleset
    url: rules/replicate-rules.yml
  - type: Vocabulary
    url: vocabulary/replicate-vocabulary.yml
  - type: GraphQL
    url: graphql/replicate-graphql.md
common:
- type: AgenticAccess
  url: agentic-access/replicate-agentic-access.yml
- type: DomainSecurity
  url: security/replicate-domain-security.yml
- type: Authentication
  url: authentication/replicate-authentication.yml
- type: PostmanWorkspace
  url: https://www.postman.com/kinlaneapi/replicate/overview
- type: Arazzo
  url: arazzo/replicate-collection-predict-workflow.yml
  name: Replicate Pick a Model from a Collection and Predict
- type: Arazzo
  url: arazzo/replicate-deploy-and-predict-workflow.yml
  name: Replicate Create a Deployment and Run a Prediction Through It
- type: Arazzo
  url: arazzo/replicate-model-version-predict-workflow.yml
  name: Replicate Resolve Latest Version and Predict
- type: Arazzo
  url: arazzo/replicate-official-model-predict-workflow.yml
  name: Replicate Run an Official Model and Poll
- type: Arazzo
  url: arazzo/replicate-predict-and-poll-workflow.yml
  name: Replicate Create Prediction and Poll Until Complete
- type: Arazzo
  url: arazzo/replicate-predict-with-timeout-cancel-workflow.yml
  name: Replicate Run a Prediction with Bounded Wait and Cancel
- type: Arazzo
  url: arazzo/replicate-scale-deployment-and-predict-workflow.yml
  name: Replicate Scale a Deployment and Run a Prediction
- type: Arazzo
  url: arazzo/replicate-search-model-and-predict-workflow.yml
  name: Replicate Search for a Model and Run a Prediction
- type: Arazzo
  url: arazzo/replicate-train-model-and-poll-workflow.yml
  name: Replicate Start a Training and Poll Until Complete
- type: Arazzo
  url: arazzo/replicate-webhook-secured-predict-workflow.yml
  name: Replicate Fetch Webhook Secret and Run a Webhook Prediction
- type: LinkedIn
  url: https://www.linkedin.com/company/replicate
- type: Website
  url: https://replicate.com
- type: Documentation
  url: https://replicate.com/docs
- type: Pricing
  url: https://replicate.com/pricing
- type: Blog
  url: https://replicate.com/blog
- type: ChangeLog
  url: https://replicate.com/changelog
- type: TermsOfService
  url: https://replicate.com/terms
- type: PrivacyPolicy
  url: https://replicate.com/privacy
- type: Signup
  url: https://replicate.com/signin?next=/docs
- type: Login
  url: https://replicate.com/signin
- type: Playground
  url: https://replicate.com/explore
- type: GitHubOrganization
  url: https://github.com/replicate
- type: SDKs
  url: https://replicate.com/docs/reference/client-libraries
- type: Python SDK
  url: https://github.com/replicate/replicate-python
- type: Node.js SDK
  url: https://github.com/replicate/replicate-javascript
- type: Go SDK
  url: https://github.com/replicate/replicate-go
- type: Swift SDK
  url: https://github.com/replicate/replicate-swift
- type: Cog
  url: https://github.com/replicate/cog
- type: StatusPage
  url: https://status.replicate.com
- type: Features
  data:
  - T4 GPU at $0.000225/sec (cheapest)
  - L40S GPU at $0.000975/sec
  - A100 80GB at $0.00140/sec
  - H100 at $0.001525/sec (highest performance)
  - Pay only for execution time (per second)
  - Default 10 predictions/sec; can be raised to 100 on paid
  - 'Other endpoints: 60 req/sec'
  - Public model library with thousands of models
  - Cog framework for packaging your own models
  - Deployments for low-latency inference (charges idle time)
  - Webhooks for prediction completion
  - OAuth 2.0 and API tokens
  - Streaming output for LLM models
  - Files input via signed URLs
  - Training service for fine-tuning
  - Trainings billed at hardware rate
  sources:
  - https://replicate.com/pricing
  updated: '2026-05-04'
- name: MCP Server
  url: https://github.com/replicate/replicate-mcp-code-mode
  type: MCPServer
- name: Agent Skills
  url: https://github.com/replicate/skills
  type: AgentSkills
- type: LlmsText
  url: https://replicate.com/llms.txt
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

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