Weights & Biases website screenshot

Weights & Biases

Weights & Biases is the ML developer platform for experiment tracking, model registry, artifact management, sweeps, reports, and (Weave) GenAI evaluation. The W&B API is primarily a GraphQL endpoint, surfaced through a Python `wandb.Api` SDK.

Weights & Biases publishes 9 APIs on the APIs.io network, including Calls API, Costs API, Feedback API, and 6 more. Tagged areas include ML, MLOps, Experiment Tracking, Model Registry, and GenAI.

Weights & Biases’ developer surface includes authentication, developer portal, pricing, and 9 more developer resources.

30.5/100 thin ▬ flat Agent 36/100 agent ready Full breakdown ↓
scored 2026-08-21 · rubric v0.12.0
AccessSelf serve
11 APIs
MLMLOpsExperiment TrackingModel RegistryGenAI

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-21 · rubric v0.12.0
Composite quality — 30.5/100 · thin
Contract Quality 13.4 / 25
Developer Ergonomics 4.3 / 20
Access Clarity 4.7 / 20
Operational Transparency 0.7 / 13
Contract Governance 0.0 / 12
Discoverability 7.4 / 10
Agent readiness — 36/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 10 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 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/weights-and-biases: 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 11

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

W&B GraphQL API

The W&B Public API is a GraphQL endpoint at `https://api.wandb.ai/graphql`. It backs the Python `wandb.Api()` SDK and exposes runs, projects, sweeps, artifacts, reports, registr...

W&B Import API (HTTP)

The wandb client uses an HTTP file/import endpoint to push run metrics, system stats, and artifacts. Generally accessed through the SDK rather than directly.

Weights & Biases Calls API

The Calls API from Weights & Biases — 8 operation(s) for calls.

Weights & Biases Costs API

The Costs API from Weights & Biases — 3 operation(s) for costs.

Weights & Biases Feedback API

The Feedback API from Weights & Biases — 4 operation(s) for feedback.

Weights & Biases Files API

The Files API from Weights & Biases — 2 operation(s) for files.

Weights & Biases Objects API

The Objects API from Weights & Biases — 4 operation(s) for objects.

Weights & Biases Refs API

The Refs API from Weights & Biases — 1 operation(s) for refs.

Weights & Biases Service API

The Service API from Weights & Biases — 2 operation(s) for service.

Weights & Biases Table API

The Table API from Weights & Biases — 1 operation(s) for table.

Weights & Biases Tables API

The Tables API from Weights & Biases — 4 operation(s) for tables.

Scroll for all 11

Open Collections 11

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

API Collection

OPEN COLLECTION

Fast Calls API

OPEN COLLECTION

Fast Calls Costs API

OPEN COLLECTION

Fast Calls Feedback API

OPEN COLLECTION

Fast Calls Files API

OPEN COLLECTION

Fast Calls Objects API

OPEN COLLECTION

Fast Calls Refs API

OPEN COLLECTION

Fast Calls Service API

OPEN COLLECTION

Fast Calls Table API

OPEN COLLECTION

Fast Calls Tables API

OPEN COLLECTION

FastAPI

OPEN COLLECTION

Scroll for all 11

GraphQL 1

GraphQL schemas published by this provider.

Weights & Biases GraphQL API

The W&B Public API is a GraphQL endpoint at `https://api.wandb.ai/graphql`. It backs the Python `wandb.Api()` SDK and exposes runs, projects, sweeps, artifacts, reports, registr...

GRAPHQL

Pricing Plans 1

Published pricing tiers and plan structures.

Rate Limits 1

Documented rate limits and quota policies.

Weights And Biases Rate Limits

1 limits

RATE LIMITS

FinOps 1

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

Security Posture 3

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

Weights And Biases Authentication

http · 1 scheme

SECURITY

Weights And Biases Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Weights And Biases Vulnerability Disclosure

disclosure policy published

SECURITY

Agentic Access 1

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

Weights And Biases Agentic Access

29 operations · 27 acting

29 operations · 27 acting

AGENTIC

Resources

Get Started 1

Portal, sign-up, and the first successful call

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

Build 1

SDKs, sample code, and the tooling you integrate with

Access & Security 3

Authentication, authorization, and security posture

Operate 1

Status, limits, changes, and where to get help

Commercial 4

Pricing, plans, and the legal terms of use

Company 1

The organization behind the API

Source (apis.yml)

apis.yml Raw ↑
aid: weights-and-biases
url: https://raw.githubusercontent.com/api-evangelist/weights-and-biases/refs/heads/main/apis.yml
name: Weights & Biases
kind: company
description: Weights & Biases is the ML developer platform for experiment tracking, model registry, artifact management, sweeps,
  reports, and (Weave) GenAI evaluation. The W&B API is primarily a GraphQL endpoint, surfaced through a Python `wandb.Api`
  SDK.
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: 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/weights-and-biases.png
tags:
- ML
- MLOps
- Experiment Tracking
- Model Registry
- GenAI
created: '2026-05-08'
modified: '2026-05-08'
specificationVersion: '0.23'
apis:
- aid: weights-and-biases:wandb-graphql-api
  name: W&B GraphQL API
  humanURL: https://docs.wandb.ai/ref/python/public-api/api/
  baseURL: https://api.wandb.ai/graphql
  tags:
  - GraphQL
  - Experiments
  - Runs
  - Artifacts
  - Sweeps
  description: The W&B Public API is a GraphQL endpoint at `https://api.wandb.ai/graphql`. It backs the Python `wandb.Api()`
    SDK and exposes runs, projects, sweeps, artifacts, reports, registries, and automations. Authentication is via API key.
  properties:
  - type: Documentation
    url: https://docs.wandb.ai/ref/python/public-api/api/
  - type: Authentication
    url: https://docs.wandb.ai/guides/track/public-api-guide
  - type: SDKs
    title: Python (wandb)
    url: https://docs.wandb.ai/ref/python/
  - url: graphql/weights-and-biases-graphql.md
    type: GraphQL
- aid: weights-and-biases:wandb-import-api
  name: W&B Import API (HTTP)
  humanURL: https://docs.wandb.ai/guides/track/log/
  baseURL: https://api.wandb.ai/files
  tags:
  - HTTP
  - Logging
  - Ingestion
  description: The wandb client uses an HTTP file/import endpoint to push run metrics, system stats, and artifacts. Generally
    accessed through the SDK rather than directly.
  properties:
  - type: Documentation
    url: https://docs.wandb.ai/guides/track/log/
- aid: weights-and-biases:weights-and-biases-calls-api
  name: Weights & Biases Calls API
  description: The Calls API from Weights & Biases — 8 operation(s) for calls.
  humanURL: https://docs.wandb.ai/ref/python/public-api/api/
  baseURL: https://api.wandb.ai/graphql
  tags:
  - Calls
  properties:
  - type: OpenAPI
    url: openapi/weights-and-biases-calls-api-openapi.yml
- aid: weights-and-biases:weights-and-biases-costs-api
  name: Weights & Biases Costs API
  description: The Costs API from Weights & Biases — 3 operation(s) for costs.
  humanURL: https://docs.wandb.ai/ref/python/public-api/api/
  baseURL: https://api.wandb.ai/graphql
  tags:
  - Costs
  properties:
  - type: OpenAPI
    url: openapi/weights-and-biases-costs-api-openapi.yml
- aid: weights-and-biases:weights-and-biases-feedback-api
  name: Weights & Biases Feedback API
  description: The Feedback API from Weights & Biases — 4 operation(s) for feedback.
  humanURL: https://docs.wandb.ai/ref/python/public-api/api/
  baseURL: https://api.wandb.ai/graphql
  tags:
  - Feedback
  properties:
  - type: OpenAPI
    url: openapi/weights-and-biases-feedback-api-openapi.yml
- aid: weights-and-biases:weights-and-biases-files-api
  name: Weights & Biases Files API
  description: The Files API from Weights & Biases — 2 operation(s) for files.
  humanURL: https://docs.wandb.ai/ref/python/public-api/api/
  baseURL: https://api.wandb.ai/graphql
  tags:
  - File
  tags_raw:
  - Files
  properties:
  - type: OpenAPI
    url: openapi/weights-and-biases-files-api-openapi.yml
- aid: weights-and-biases:weights-and-biases-objects-api
  name: Weights & Biases Objects API
  description: The Objects API from Weights & Biases — 4 operation(s) for objects.
  humanURL: https://docs.wandb.ai/ref/python/public-api/api/
  baseURL: https://api.wandb.ai/graphql
  tags:
  - Objects
  properties:
  - type: OpenAPI
    url: openapi/weights-and-biases-objects-api-openapi.yml
- aid: weights-and-biases:weights-and-biases-refs-api
  name: Weights & Biases Refs API
  description: The Refs API from Weights & Biases — 1 operation(s) for refs.
  humanURL: https://docs.wandb.ai/ref/python/public-api/api/
  baseURL: https://api.wandb.ai/graphql
  tags:
  - Refs
  properties:
  - type: OpenAPI
    url: openapi/weights-and-biases-refs-api-openapi.yml
- aid: weights-and-biases:weights-and-biases-service-api
  name: Weights & Biases Service API
  description: The Service API from Weights & Biases — 2 operation(s) for service.
  humanURL: https://docs.wandb.ai/ref/python/public-api/api/
  baseURL: https://api.wandb.ai/graphql
  tags:
  - Service
  properties:
  - type: OpenAPI
    url: openapi/weights-and-biases-service-api-openapi.yml
- aid: weights-and-biases:weights-and-biases-table-api
  name: Weights & Biases Table API
  description: The Table API from Weights & Biases — 1 operation(s) for table.
  humanURL: https://docs.wandb.ai/ref/python/public-api/api/
  baseURL: https://api.wandb.ai/graphql
  tags:
  - Table
  properties:
  - type: OpenAPI
    url: openapi/weights-and-biases-table-api-openapi.yml
- aid: weights-and-biases:weights-and-biases-tables-api
  name: Weights & Biases Tables API
  description: The Tables API from Weights & Biases — 4 operation(s) for tables.
  humanURL: https://docs.wandb.ai/ref/python/public-api/api/
  baseURL: https://api.wandb.ai/graphql
  tags:
  - Tables
  properties:
  - type: OpenAPI
    url: openapi/weights-and-biases-tables-api-openapi.yml
common:
- type: License
  name: MIT
  url: https://github.com/wandb/wandb/blob/main/LICENSE
- type: AgenticAccess
  url: agentic-access/weights-and-biases-agentic-access.yml
- type: VulnerabilityDisclosure
  url: security/weights-and-biases-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/weights-and-biases-domain-security.yml
- type: Authentication
  url: authentication/weights-and-biases-authentication.yml
- type: Website
  url: https://wandb.ai/
- type: Portal
  url: https://docs.wandb.ai/
- type: Pricing
  url: https://wandb.ai/site/pricing
- type: SourceCode
  title: wandb client
  url: https://github.com/wandb/wandb
- type: Plans
  url: plans/weights-and-biases-plans-pricing.yml
- type: RateLimits
  url: rate-limits/weights-and-biases-rate-limits.yml
- type: FinOps
  url: finops/weights-and-biases-finops.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

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