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.

53.1/100 developing ▬ flat Agent 51/100 agent ready Front door AI 6/6 dominant saas Full breakdown ↓
scored 2026-09-25 · rubric v0.23.0
AccessPaid
1 APIs 1 MCP Servers 7 Agent Skills 16 Features
Artificial IntelligenceMachine LearningImage GenerationLanguage ModelsModel DeploymentInference

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-09-25 · rubric v0.23.0
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/.
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

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
- Inference
tags_raw:
- Artificial Intelligence
- Machine Learning
- Image Generation
- Language Models
- Model Deployment
- Machine-Learning
- Image-Generation
- Inference
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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
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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