BentoML website screenshot

BentoML

BentoML is an open-source unified inference platform for building, packaging, and deploying machine learning models as scalable REST API services. Developers define services using Python class decorators that automatically expose model inference logic as HTTP endpoints. BentoCloud, the managed cloud offering, provides autoscaling infrastructure, GPU instance provisioning, scale-to-zero cost optimization, and a control-plane API for programmatic deployment lifecycle management. The platform supports all major ML frameworks including PyTorch, TensorFlow, Transformers, ONNX, XGBoost, and Scikit-Learn, and is licensed under Apache 2.0.

BentoML publishes 59 APIs on the APIs.io network, including admin api v1 API, admin deployment resource API, api token resource API, and 56 more. Tagged areas include machine learning, model serving, inference, AI, and REST API.

The BentoML catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

BentoML’s developer surface includes authentication, documentation, engineering blog, pricing, CLI, code examples, and 13 more developer resources.

🌐 Visit website 📡 Source on GitHub
48.5/100 developing ▬ flat Agent 32/100 agent aware Full breakdown ↓
scored 2026-07-28 · rubric v0.6
AccessPaidSelf serve
62 APIs
machine learningmodel servinginferenceAIREST APIMLOpsdeploymentGPULLMBentoCloud

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-28 · rubric v0.6
Composite quality — 48.5/100 · developing
Contract Quality 11.8 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 8.3 / 12
Discoverability 5.9 / 10
Agent readiness — 32/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 10 / 10
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
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/bentoml: 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 62

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

BentoML Service REST API

Auto-generated REST API endpoints produced when BentoML services are deployed. Each decorated service method becomes an HTTP POST endpoint. Supports custom routes, path prefixes...

BentoML Python SDK

Core Python SDK for packaging models as Bentos, managing the model store, building container images, and interacting with BentoML services programmatically including client-side...

BentoCloud API Token Management

API for creating, listing, retrieving, and deleting API tokens used to authenticate with BentoCloud services. Supports scoped tokens with granular permissions including API acce...

BentoML admin api v1 API

admin api v1

BentoML admin deployment resource API

admin deployment resource

BentoML api token resource API

api token resource

BentoML api tokens API

api tokens

BentoML api v1 API

api v1

BentoML auth API

auth api

BentoML bento repositories API

bento repositories

BentoML bento repositories statistics API

bento repositories statistics

BentoML bento repository resource API

bento repository resource

BentoML bento resource API

bento resource

BentoML bentos API

bentos

BentoML certified bento repositories API

certified bento repositories

BentoML cluster deployments API

cluster deployments

BentoML cluster resource API

cluster resource

BentoML cluster resource for admin panel API

cluster resource for admin panel

BentoML clusters API

clusters

BentoML clusters for admin panel API

clusters for admin panel

BentoML current organization resource API

current organization resource

BentoML customer resource API

customer resource

BentoML customers API

customers api

BentoML deployment resource API

deployment resource

BentoML deployment revision resource API

deployment revision resource

BentoML deployment revisions API

deployment revisions

BentoML deployment v2 revision resource API

deployment revision resource

BentoML deployment v2 revisions API

deployment revisions

BentoML endpoint resource API

endpoint resource

BentoML gpu config resource API

gpu config resource

BentoML gpu configs API

gpu configs

BentoML host cluster resource API

host cluster resource

BentoML host_clusters API

host_clusters

BentoML instance_types API

instance_types

BentoML labels API

labels

BentoML lago billable metrics API

lago billable metrics api

BentoML lago customer API

lago customer api

BentoML lago plan API

lago plan api

BentoML limit group resource API

limit group resource

BentoML limit groups API

limit groups

BentoML model repositories API

model repositories

BentoML model repository resource API

model repository resource

BentoML model resource API

model resource

BentoML models API

models

BentoML org resource for admin panel API

org resource for admin panel

BentoML organization resource API

organization resource

BentoML organization secrets API

organization secrets

BentoML organization secrets with check message API

organization secrets with check message

BentoML organization secrets with template API

organization secrets with template

BentoML plans API

plans

BentoML request quota API

request quota

BentoML resource instance resource API

resource instance resource

BentoML resource instances API

resource instances

BentoML secret names API

secret names

BentoML slim bento repositories API

slim bento repositories

BentoML terminal record resource API

terminal record resource

BentoML usage API

usage resource

BentoML user resource API

user resource

BentoML users API

users api

BentoML websocket v1 API

websocket v1

BentoML websocket v2 API

websocket v2

BentoML yatai components API

yatai components

Scroll for all 62

Pricing Plans 1

Published pricing tiers and plan structures.

Bentoml Plans Pricing

3 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Bentoml Rate Limits

6 limits

RATE LIMITS

FinOps 1

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

Bentoml Finops

FINOPS

Semantic Vocabularies 1

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

Bentoml Context

6 classes · 24 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

BentoML API Rules

6 rules · 5 warnings 1 info

SPECTRAL

JSON Schema 1

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

BentoML / BentoCloud API Schemas

0 properties

JSON SCHEMA

Security Posture 2

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

Bentoml Authentication

apiKey · 1 scheme

SECURITY

Bentoml Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Agentic Access 1

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

Bentoml Agentic Access

222 operations · 106 acting · 4 human-in-the-loop

222 operations · 106 acting

AGENTIC

Resources

Documentation 2

Reference material describing how the API behaves

Documentation
Documentation
 JSONSchema
JSONSchema

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess
AgenticAccess

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Vocabulary
Vocabulary
 JSONLDContext
JSONLDContext

Build 3

SDKs, sample code, and the tooling you integrate with

GitHubOrganization
GitHubOrganization
 CLI
CLI
 Examples
Examples

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity
 Authentication
Authentication

Operate 2

Status, limits, changes, and where to get help

StatusPage
StatusPage
 RateLimits
RateLimits

Commercial 3

Pricing, plans, and the legal terms of use

Pricing
Pricing
 Plans
Plans
 FinOps
FinOps

Company 3

The organization behind the API

Website
Website
 LinkedIn
LinkedIn
 Blog
Blog

Other 1

Properties that don't map to a standard resource type

X
X

Source (apis.yml)

apis.yml Raw ↑ 
aid: bentoml
name: BentoML
type: Index
accessModel:
  pricing: paid
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Paid · 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/bentoml.png
url: https://raw.githubusercontent.com/api-evangelist/bentoml/refs/heads/main/apis.yml
created: 2026-06-12
modified: 2026-06-12
specificationVersion: '0.19'
description: 'BentoML is an open-source unified inference platform for building, packaging, and deploying machine learning
  models as scalable REST API services. Developers define services using Python class decorators that automatically expose
  model inference logic as HTTP endpoints. BentoCloud, the managed cloud offering, provides autoscaling infrastructure, GPU
  instance provisioning, scale-to-zero cost optimization, and a control-plane API for programmatic deployment lifecycle management.
  The platform supports all major ML frameworks including PyTorch, TensorFlow, Transformers, ONNX, XGBoost, and Scikit-Learn,
  and is licensed under Apache 2.0.

  '
tags:
- machine learning
- model serving
- inference
- AI
- REST API
- MLOps
- deployment
- GPU
- LLM
- BentoCloud
apis:
- aid: bentoml:bentoml-service-api
  name: BentoML Service REST API
  description: 'Auto-generated REST API endpoints produced when BentoML services are deployed. Each decorated service method
    becomes an HTTP POST endpoint. Supports custom routes, path prefixes, adaptive batching, async task queues, and context-aware
    request/response handling for model inference workloads.

    '
  humanURL: https://docs.bentoml.com/en/latest/build-with-bentoml/services.html
  baseURL: https://localhost:3000
  tags:
  - inference
  - REST API
  - model serving
  properties:
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/build-with-bentoml/services.html
- aid: bentoml:bentoml-sdk
  name: BentoML Python SDK
  description: 'Core Python SDK for packaging models as Bentos, managing the model store, building container images, and interacting
    with BentoML services programmatically including client-side API calls to deployed inference endpoints.

    '
  humanURL: https://docs.bentoml.com/en/latest/reference/bentoml/index.html
  baseURL: https://pypi.org/project/bentoml/
  tags:
  - SDK
  - Python
  - model packaging
  properties:
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentoml/index.html
- aid: bentoml:bentocloud-token-api
  name: BentoCloud API Token Management
  description: 'API for creating, listing, retrieving, and deleting API tokens used to authenticate with BentoCloud services.
    Supports scoped tokens with granular permissions including API access, organization read/write, and cluster read/write.

    '
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - authentication
  - tokens
  - security
  properties:
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-admin-api-v1-api
  name: BentoML admin api v1 API
  description: admin api v1
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - admin api v1
  properties:
  - type: OpenAPI
    url: openapi/bentoml-admin-api-v1-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-admin-deployment-resource-api
  name: BentoML admin deployment resource API
  description: admin deployment resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - admin deployment resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-admin-deployment-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-api-token-resource-api
  name: BentoML api token resource API
  description: api token resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - api token resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-api-token-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-api-tokens-api
  name: BentoML api tokens API
  description: api tokens
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - api tokens
  properties:
  - type: OpenAPI
    url: openapi/bentoml-api-tokens-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-api-v1-api
  name: BentoML api v1 API
  description: api v1
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - api v1
  properties:
  - type: OpenAPI
    url: openapi/bentoml-api-v1-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-auth-api
  name: BentoML auth API
  description: auth api
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - auth
  properties:
  - type: OpenAPI
    url: openapi/bentoml-auth-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-bento-repositories-api
  name: BentoML bento repositories API
  description: bento repositories
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - bento repositories
  properties:
  - type: OpenAPI
    url: openapi/bentoml-bento-repositories-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-bento-repositories-statistics-api
  name: BentoML bento repositories statistics API
  description: bento repositories statistics
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - bento repositories statistics
  properties:
  - type: OpenAPI
    url: openapi/bentoml-bento-repositories-statistics-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-bento-repository-resource-api
  name: BentoML bento repository resource API
  description: bento repository resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - bento repository resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-bento-repository-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-bento-resource-api
  name: BentoML bento resource API
  description: bento resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - bento resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-bento-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-bentos-api
  name: BentoML bentos API
  description: bentos
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - bentos
  properties:
  - type: OpenAPI
    url: openapi/bentoml-bentos-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-certified-bento-repositories-api
  name: BentoML certified bento repositories API
  description: certified bento repositories
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - certified bento repositories
  properties:
  - type: OpenAPI
    url: openapi/bentoml-certified-bento-repositories-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-cluster-deployments-api
  name: BentoML cluster deployments API
  description: cluster deployments
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - cluster deployments
  properties:
  - type: OpenAPI
    url: openapi/bentoml-cluster-deployments-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-cluster-resource-api
  name: BentoML cluster resource API
  description: cluster resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - cluster resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-cluster-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-cluster-resource-for-admin-panel-api
  name: BentoML cluster resource for admin panel API
  description: cluster resource for admin panel
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - cluster resource for admin panel
  properties:
  - type: OpenAPI
    url: openapi/bentoml-cluster-resource-for-admin-panel-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-clusters-api
  name: BentoML clusters API
  description: clusters
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - clusters
  properties:
  - type: OpenAPI
    url: openapi/bentoml-clusters-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-clusters-for-admin-panel-api
  name: BentoML clusters for admin panel API
  description: clusters for admin panel
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - clusters for admin panel
  properties:
  - type: OpenAPI
    url: openapi/bentoml-clusters-for-admin-panel-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-current-organization-resource-api
  name: BentoML current organization resource API
  description: current organization resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - current organization resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-current-organization-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-customer-resource-api
  name: BentoML customer resource API
  description: customer resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - customer resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-customer-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-customers-api
  name: BentoML customers API
  description: customers api
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - customers
  properties:
  - type: OpenAPI
    url: openapi/bentoml-customers-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-deployment-resource-api
  name: BentoML deployment resource API
  description: deployment resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - deployment resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-deployment-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-deployment-revision-resource-api
  name: BentoML deployment revision resource API
  description: deployment revision resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - deployment revision resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-deployment-revision-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-deployment-revisions-api
  name: BentoML deployment revisions API
  description: deployment revisions
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - deployment revisions
  properties:
  - type: OpenAPI
    url: openapi/bentoml-deployment-revisions-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-deployment-v2-revision-resource-api
  name: BentoML deployment v2 revision resource API
  description: deployment revision resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - deployment v2 revision resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-deployment-v2-revision-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-deployment-v2-revisions-api
  name: BentoML deployment v2 revisions API
  description: deployment revisions
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - deployment v2 revisions
  properties:
  - type: OpenAPI
    url: openapi/bentoml-deployment-v2-revisions-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-endpoint-resource-api
  name: BentoML endpoint resource API
  description: endpoint resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - endpoint resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-endpoint-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-gpu-config-resource-api
  name: BentoML gpu config resource API
  description: gpu config resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - gpu config resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-gpu-config-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-gpu-configs-api
  name: BentoML gpu configs API
  description: gpu configs
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - gpu configs
  properties:
  - type: OpenAPI
    url: openapi/bentoml-gpu-configs-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-host-cluster-resource-api
  name: BentoML host cluster resource API
  description: host cluster resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - host cluster resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-host-cluster-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-host-clusters-api
  name: BentoML host_clusters API
  description: host_clusters
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - host_clusters
  properties:
  - type: OpenAPI
    url: openapi/bentoml-host-clusters-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-instance-types-api
  name: BentoML instance_types API
  description: instance_types
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - instance_types
  properties:
  - type: OpenAPI
    url: openapi/bentoml-instance-types-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-labels-api
  name: BentoML labels API
  description: labels
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - labels
  properties:
  - type: OpenAPI
    url: openapi/bentoml-labels-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-lago-billable-metrics-api
  name: BentoML lago billable metrics API
  description: lago billable metrics api
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - lago billable metrics
  properties:
  - type: OpenAPI
    url: openapi/bentoml-lago-billable-metrics-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-lago-customer-api
  name: BentoML lago customer API
  description: lago customer api
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - lago customer
  properties:
  - type: OpenAPI
    url: openapi/bentoml-lago-customer-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-lago-plan-api
  name: BentoML lago plan API
  description: lago plan api
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - lago plan
  properties:
  - type: OpenAPI
    url: openapi/bentoml-lago-plan-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-limit-group-resource-api
  name: BentoML limit group resource API
  description: limit group resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - limit group resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-limit-group-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-limit-groups-api
  name: BentoML limit groups API
  description: limit groups
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - limit groups
  properties:
  - type: OpenAPI
    url: openapi/bentoml-limit-groups-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-model-repositories-api
  name: BentoML model repositories API
  description: model repositories
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - model repositories
  properties:
  - type: OpenAPI
    url: openapi/bentoml-model-repositories-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-model-repository-resource-api
  name: BentoML model repository resource API
  description: model repository resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - model repository resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-model-repository-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-model-resource-api
  name: BentoML model resource API
  description: model resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - model resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-model-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-models-api
  name: BentoML models API
  description: models
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - models
  properties:
  - type: OpenAPI
    url: openapi/bentoml-models-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-org-resource-for-admin-panel-api
  name: BentoML org resource for admin panel API
  description: org resource for admin panel
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - org resource for admin panel
  properties:
  - type: OpenAPI
    url: openapi/bentoml-org-resource-for-admin-panel-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-organization-resource-api
  name: BentoML organization resource API
  description: organization resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - organization resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-organization-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-organization-secrets-api
  name: BentoML organization secrets API
  description: organization secrets
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - organization secrets
  properties:
  - type: OpenAPI
    url: openapi/bentoml-organization-secrets-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-organization-secrets-with-check-message-api
  name: BentoML organization secrets with check message API
  description: organization secrets with check message
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - organization secrets with check message
  properties:
  - type: OpenAPI
    url: openapi/bentoml-organization-secrets-with-check-message-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-organization-secrets-with-template-api
  name: BentoML organization secrets with template API
  description: organization secrets with template
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - organization secrets with template
  properties:
  - type: OpenAPI
    url: openapi/bentoml-organization-secrets-with-template-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-plans-api
  name: BentoML plans API
  description: plans
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - plans
  properties:
  - type: OpenAPI
    url: openapi/bentoml-plans-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-request-quota-api
  name: BentoML request quota API
  description: request quota
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - request quota
  properties:
  - type: OpenAPI
    url: openapi/bentoml-request-quota-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-resource-instance-resource-api
  name: BentoML resource instance resource API
  description: resource instance resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - resource instance resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-resource-instance-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-resource-instances-api
  name: BentoML resource instances API
  description: resource instances
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - resource instances
  properties:
  - type: OpenAPI
    url: openapi/bentoml-resource-instances-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-secret-names-api
  name: BentoML secret names API
  description: secret names
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - secret names
  properties:
  - type: OpenAPI
    url: openapi/bentoml-secret-names-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-slim-bento-repositories-api
  name: BentoML slim bento repositories API
  description: slim bento repositories
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - slim bento repositories
  properties:
  - type: OpenAPI
    url: openapi/bentoml-slim-bento-repositories-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-terminal-record-resource-api
  name: BentoML terminal record resource API
  description: terminal record resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - terminal record resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-terminal-record-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-usage-api
  name: BentoML usage API
  description: usage resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - usage
  properties:
  - type: OpenAPI
    url: openapi/bentoml-usage-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-user-resource-api
  name: BentoML user resource API
  description: user resource
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - user resource
  properties:
  - type: OpenAPI
    url: openapi/bentoml-user-resource-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-users-api
  name: BentoML users API
  description: users api
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - users
  properties:
  - type: OpenAPI
    url: openapi/bentoml-users-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-websocket-v1-api
  name: BentoML websocket v1 API
  description: websocket v1
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - websocket v1
  properties:
  - type: OpenAPI
    url: openapi/bentoml-websocket-v1-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-websocket-v2-api
  name: BentoML websocket v2 API
  description: websocket v2
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - websocket v2
  properties:
  - type: OpenAPI
    url: openapi/bentoml-websocket-v2-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
- aid: bentoml:bentoml-yatai-components-api
  name: BentoML yatai components API
  description: yatai components
  humanURL: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
  baseURL: https://cloud.bentoml.com
  tags:
  - yatai components
  properties:
  - type: OpenAPI
    url: openapi/bentoml-yatai-components-api-openapi.yml
  - type: Documentation
    url: https://docs.bentoml.com/en/latest/reference/bentocloud/bentocloud-api.html
common:
- type: AgenticAccess
  url: agentic-access/bentoml-agentic-access.yml
- type: DomainSecurity
  url: security/bentoml-domain-security.yml
- type: Authentication
  url: authentication/bentoml-authentication.yml
- type: Website
  url: https://www.bentoml.com/
- type: Documentation
  url: https://docs.bentoml.com/
- type: GitHubOrganization
  url: https://github.com/bentoml
- type: LinkedIn
  url: https://www.linkedin.com/company/bentoml
- type: Blog
  url: https://www.bentoml.com/blog
- type: Pricing
  url: https://www.bentoml.com/pricing
- type: StatusPage
  url: https://status.bentoml.com/
- type: X
  url: https://x.com/bentomlai
- type: CLI
  url: https://docs.bentoml.com/en/latest/reference/bentoml/cli.html
- type: Plans
  url: https://raw.githubusercontent.com/api-evangelist/bentoml/refs/heads/main/plans/bentoml-plans-pricing.yml
- type: RateLimits
  url: https://raw.githubusercontent.com/api-evangelist/bentoml/refs/heads/main/rate-limits/bentoml-rate-limits.yml
- type: FinOps
  url: https://raw.githubusercontent.com/api-evangelist/bentoml/refs/heads/main/finops/bentoml-finops.yml
- type: Vocabulary
  url: https://raw.githubusercontent.com/api-evangelist/bentoml/refs/heads/main/vocabulary/bentoml-vocabulary.yml
- type: JSONSchema
  url: https://raw.githubusercontent.com/api-evangelist/bentoml/refs/heads/main/json-schema/bentoml-schemas.json
- type: JSONLDContext
  url: https://raw.githubusercontent.com/api-evangelist/bentoml/refs/heads/main/json-ld/bentoml-context.jsonld
- type: Examples
  url: https://raw.githubusercontent.com/api-evangelist/bentoml/refs/heads/

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