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-images.s3.amazonaws.com/shared/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-images.s3.amazonaws.com/shared/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: kin@apievangelist.com