Evidently AI

aid: evidently
name: Evidently AI
description: 'Evidently AI is an open-source ML and LLM observability framework licensed under Apache 2.0 that enables teams
  to evaluate, test, and monitor AI-powered systems and data pipelines in production. The platform provides over 100 built-in
  metrics for tracking data drift, data quality, and model performance across both tabular data and generative AI workloads.
  Developers can integrate evaluations programmatically via the Python SDK or through the Evidently Platform REST API, which
  exposes endpoints for managing projects, uploading traces, running evaluations, and storing results. Evidently supports
  self-hosted deployments and previously offered Evidently Cloud (now discontinued as SaaS) so teams can run the full platform
  within their own infrastructure.

  '
type: Index
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/evidently.png
url: https://raw.githubusercontent.com/api-evangelist/evidently/refs/heads/main/apis.yml
created: '2026-06-13'
modified: '2026-06-13'
specificationVersion: '0.23'
tags:
- ML Monitoring
- LLM Observability
- Data Drift
- Model Performance
- AI Evaluation
- Data Quality
- Open-Source
- MLOps
- LLMOps
- Generative AI
tags_raw:
- ML Monitoring
- LLM Observability
- Data Drift
- Model Performance
- AI Evaluation
- Data Quality
- Open Source
- MLOps
- LLMOps
- Generative AI
apis:
- aid: evidently:evidently-dashboards-api
  name: Evidently AI Dashboards API
  description: Manage project monitoring dashboards
  humanURL: https://docs.evidentlyai.com/
  baseURL: https://app.evidently.cloud
  tags:
  - Dashboards
  properties:
  - type: OpenAPI
    url: openapi/evidently-dashboards-api-openapi.yml
  - type: Documentation
    url: https://docs.evidentlyai.com/
  - type: Python SDK
    url: https://pypi.org/project/evidently/
  - type: GitHubRepository
    url: https://github.com/evidentlyai/evidently
- aid: evidently:evidently-projects-api
  name: Evidently AI Projects API
  description: Manage Evidently projects — create, list, update, delete
  humanURL: https://docs.evidentlyai.com/
  baseURL: https://app.evidently.cloud
  tags:
  - Project
  tags_raw:
  - Projects
  properties:
  - type: OpenAPI
    url: openapi/evidently-projects-api-openapi.yml
  - type: Documentation
    url: https://docs.evidentlyai.com/
  - type: Python SDK
    url: https://pypi.org/project/evidently/
  - type: GitHubRepository
    url: https://github.com/evidentlyai/evidently
- aid: evidently:evidently-service-api
  name: Evidently AI Service API
  description: Service metadata and version information
  humanURL: https://docs.evidentlyai.com/
  baseURL: https://app.evidently.cloud
  tags:
  - Service
  properties:
  - type: OpenAPI
    url: openapi/evidently-service-api-openapi.yml
  - type: Documentation
    url: https://docs.evidentlyai.com/
  - type: Python SDK
    url: https://pypi.org/project/evidently/
  - type: GitHubRepository
    url: https://github.com/evidentlyai/evidently
- aid: evidently:evidently-snapshots-api
  name: Evidently AI Snapshots API
  description: Upload and query evaluation snapshots (reports and test suites)
  humanURL: https://docs.evidentlyai.com/
  baseURL: https://app.evidently.cloud
  tags:
  - Snapshots
  properties:
  - type: OpenAPI
    url: openapi/evidently-snapshots-api-openapi.yml
  - type: Documentation
    url: https://docs.evidentlyai.com/
  - type: Python SDK
    url: https://pypi.org/project/evidently/
  - type: GitHubRepository
    url: https://github.com/evidentlyai/evidently
common:
- type: IssueTracker
  url: https://github.com/evidentlyai/evidently/issues
- type: Releases
  url: https://github.com/evidentlyai/evidently/releases
- type: ContributionGuide
  url: https://github.com/evidentlyai/evidently/blob/main/CONTRIBUTING.md
- type: License
  name: Apache-2.0
  url: https://github.com/evidentlyai/evidently/blob/main/LICENSE
- type: AgenticAccess
  url: agentic-access/evidently-agentic-access.yml
- type: DomainSecurity
  url: security/evidently-domain-security.yml
- type: Authentication
  url: authentication/evidently-authentication.yml
- type: Website
  url: https://www.evidentlyai.com/
- type: Documentation
  url: https://docs.evidentlyai.com/
- type: GitHubOrg
  url: https://github.com/evidentlyai
- type: LinkedIn
  url: https://www.linkedin.com/company/evidently-ai/
- type: Blog
  url: https://www.evidentlyai.com/blog
- type: Pricing
  url: https://www.evidentlyai.com/pricing
- type: X
  url: https://twitter.com/EvidentlyAI
- type: Plans
  url: plans/evidently-plans-pricing.yml
- type: RateLimits
  url: rate-limits/evidently-rate-limits.yml
- type: FinOps
  url: finops/evidently-finops.yml
- type: Vocabulary
  url: vocabulary/evidently-vocabulary.yml
- type: JSONLDContext
  url: json-ld/evidently-context.jsonld
- type: Blog
  url: blogs/blogs.json
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com