{
  "slug": "evidently-ai",
  "name": "Evidently AI",
  "description": "Evidently AI is an open-source platform designed for evaluating, testing, and monitoring machine learning models throughout their lifecycle. It provides tools for data scientists and engineers to detect data drift, assess model performance, and validate data quality for both traditional ML and Large Language Models.",
  "url": "https://optimly.ai/brand/evidently-ai",
  "logoUrl": "",
  "baiScore": 68,
  "archetype": "Challenger",
  "category": "Software / MLOps",
  "categorySlug": null,
  "keyFacts": [],
  "aiReadiness": [],
  "competitors": [
    {
      "slug": "fiddler-ai",
      "name": "Fiddler AI"
    }
  ],
  "inboundCompetitors": [
    {
      "slug": "arize-ai",
      "name": "Arize AI"
    },
    {
      "slug": "arize-ai-pyramid",
      "name": "Arize AI Pyramid"
    },
    {
      "slug": "datadog-watchdog-for-ml",
      "name": "Datadog Watchdog For Ml"
    }
  ],
  "aiAlternatives": [],
  "parentBrand": null,
  "subBrands": [],
  "updatedAt": "2026-04-11T18:03:35.699+00:00",
  "verifiedVitals": {
    "website": "evidentlyai.com",
    "founded": "2020",
    "headquarters": "San Francisco, CA (Remote-First)",
    "pricing_model": "Freemium (Open-source core with a paid managed Cloud tier)",
    "core_products": "Evidently Open-Source Library, Evidently Cloud, LLM Evaluation Suite",
    "key_differentiator": "Evidently provides a developer-centric, open-source first approach to monitoring that covers the entire journey from validation in notebooks to real-time production observability for both tabular data and LLMs.",
    "target_markets": "Data Scientists, ML Engineers, MLOps Teams, Enterprise AI Teams",
    "employee_count": "11-50",
    "funding_stage": "Seed/Series A (Y Combinator Alumni)",
    "subcategory": "ML Observability & Evaluation"
  },
  "timestamp": 1775976761652
}