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
image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
url: https://raw.githubusercontent.com/api-evangelist/evidently/refs/heads/main/apis.yml
created: '2026-06-13'
modified: '2026-06-13'
specificationVersion: '0.19'
tags:
  - ML Monitoring
  - LLM Observability
  - Data Drift
  - Model Performance
  - AI Evaluation
  - Data Quality
  - Open Source
  - MLOps
  - LLMOps
  - Generative AI
apis:
  - name: Evidently Platform REST API
    description: >
      The Evidently Platform REST API provides programmatic access to the Evidently observability
      platform, enabling developers to manage projects, upload evaluation results, store traces,
      run scheduled evaluations, and query monitoring dashboards. Authentication uses bearer
      token (API key) passed via the EVIDENTLY_API_KEY environment variable or directly in the
      CloudWorkspace client. The base URL for the hosted platform is https://app.evidently.cloud.
    image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
    humanURL: https://docs.evidentlyai.com/
    baseURL: https://app.evidently.cloud
    tags:
      - ML Monitoring
      - LLM Observability
      - REST API
      - Data Drift
      - Evaluation
    properties:
      - type: Documentation
        url: https://docs.evidentlyai.com/
      - type: OpenAPI
        url: https://docs.evidentlyai.com/api-reference/openapi.json
      - type: OpenAPI
        url: openapi/evidently-platform-openapi.yml
      - type: Python SDK
        url: https://pypi.org/project/evidently/
      - type: GitHubRepository
        url: https://github.com/evidentlyai/evidently
common:
  - 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: [email protected]