﻿{
  "id": "evidently-ai",
  "slug": "evidently-ai",
  "name": "Evidently AI - ML Model Monitoring & Data Drift Detection Tool",
  "aliases": [
    "Evidently AI - ML Model Monitoring & Data Drift Detection Tool",
    "Evidently AI - ML Model Monitoring & Data Drift Detection Tool Download",
    "Evidently"
  ],
  "short_description": "Evidently AI is an open-source machine learning monitoring tool that helps data scientists and ML engineers detect data drift, concept drift, and performance issues in deployed models using interactiv...",
  "long_description": "Evidently AI — ML Model Monitoring & Data Drift Detection Tool Evidently AI is an open-source machine learning monitoring framework designed to help teams track model quality, detect data drift, and ensure ML systems perform reliably in production. What is Evidently AI? Evidently AI provides automated reports and dashboards that analyze datasets, predictions, and ground truth labels to identify issues such as data drift, target drift, and model performance degradation. Why Choose Evidently AI? D...",
  "application_category": "DesktopApplication",
  "application_subcategory": "Education & Reference::eBooks & Readers",
  "operating_systems": [],
  "current_version": {
    "display": "Latest",
    "stable_tag": "1.0.0",
    "date_published": "2025-07-11",
    "changelog_url": "https://www.evidentlyai.com"
  },
  "publisher": {
    "name": "Evidently AI",
    "url": "https://www.evidentlyai.com",
    "contact": null
  },
  "license": "Open Source",
  "images": {
    "logo": "https://cdn.filezhub.com/images/icon/app-32a7d4c8_evidently-ai-ml-model-monitoring-data-drift-detection-tool.webp",
    "screenshot": "https://cdn.filezhub.com/images/screenshot/app-32a7d4c8_evidently-ai-ml-model-monitoring-data-drift-detection-tool.jpg",
    "image_width": 100,
    "image_height": 95
  },
  "downloads": [],
  "feature_list": [
    "Why Choose Evidently AI",
    "Data & Concept Drift Detection Monitor changes in feature distributions and predictions",
    "Model Performance Reports Evaluate classification and regression metrics",
    "Dataset Quality Checks Identify missing values, outliers, and anomalies",
    "Interactive Dashboards Visualize ML health and trends"
  ],
  "requirements": {
    "software_requirements": "• Windows 10/11, macOS, Linux\r\n• Python 3.8+ environment\r\n• Jupyter Notebook or cloud notebooks\r\n• Active internet connection (optional for reports)",
    "memory_requirements": "2GB RAM minimum",
    "storage_requirements": "100-500 MB depending on platform"
  },
  "rating": {
    "aggregate_rating_value": 4.8,
    "best_rating": 5,
    "rating_count": 2853,
    "review_count": 2853,
    "rating_breakdown": {
      "1_star": 42,
      "2_star": 76,
      "3_star": 50,
      "4_star": 176,
      "5_star": 2509
    }
  },
  "interaction_statistics": {
    "download_count": 488,
    "last_interaction_date": "2026-01-23"
  },
  "faq": [
    {
      "q": "Is Evidently AI - ML Model Monitoring & Data Drift Detection Tool free to download?",
      "a": "Evidently AI - ML Model Monitoring & Data Drift Detection Tool may require purchase or subscription. Check the official website for pricing."
    },
    {
      "q": "What operating systems does Evidently AI - ML Model Monitoring & Data Drift Detection Tool support?",
      "a": ""
    },
    {
      "q": "What is the file size of Evidently AI - ML Model Monitoring & Data Drift Detection Tool?",
      "a": "File size information not available."
    }
  ],
  "safety_and_verification": {
    "official_downloads_only": true,
    "malware_scan": {
      "last_scan_date": "2026-02-27",
      "last_scan_summary": "Clean - No threats detected",
      "report_url": "https://filezhub.com/scans/evidently-ai.json"
    },
    "checksums_published": false,
    "cdn_sha_url": null,
    "disclaimer": "Always download official installers from Evidently AI or verified FilezHub links."
  },
  "intent_schema": [
    {
      "intent": "get_overview",
      "examples": [
        "What is Evidently AI - ML Model Monitoring & Data Drift Detection Tool?",
        "Tell me about Evidently AI - ML Model Monitoring & Data Drift Detection Tool",
        "Describe Evidently AI - ML Model Monitoring & Data Drift Detection Tool features"
      ],
      "response_template": "{{name}} — {{short_description}} Key features: {{feature_list}}."
    },
    {
      "intent": "download",
      "examples": [
        "Download Evidently AI - ML Model Monitoring & Data Drift Detection Tool for Windows",
        "Evidently AI - ML Model Monitoring & Data Drift Detection Tool mac download",
        "Get Evidently AI - ML Model Monitoring & Data Drift Detection Tool"
      ],
      "slots": [
        "platform"
      ],
      "response_template": "Download {{name}} for {{platform}}: {{downloads.[platform].url}}"
    },
    {
      "intent": "requirements",
      "examples": [
        "Evidently AI - ML Model Monitoring & Data Drift Detection Tool system requirements",
        "Does Evidently AI - ML Model Monitoring & Data Drift Detection Tool run on my computer?"
      ],
      "response_template": "{{requirements.software_requirements}}"
    },
    {
      "intent": "safety_check",
      "examples": [
        "Is Evidently AI - ML Model Monitoring & Data Drift Detection Tool safe?",
        "Has Evidently AI - ML Model Monitoring & Data Drift Detection Tool got malware?"
      ],
      "response_template": "Official downloads only: {{safety_and_verification.official_downloads_only}}"
    }
  ],
  "slot_patterns": {
    "platform": [
      "windows",
      "win",
      "mac",
      "macos",
      "linux",
      "android",
      "ios",
      "iphone",
      "ipad"
    ],
    "question_type": [
      "download",
      "install",
      "safe",
      "requirements",
      "changelog",
      "compare"
    ]
  },
  "machine_mode_summary": {
    "summary": "Evidently AI - ML Model Monitoring & Data Drift Detection Tool — Evidently AI is an open-source machine learning monitoring tool that helps data scientists and ML engineers detect data drift, concept drift, and performance issues in deployed models using interactive reports and dashboards.",
    "features": [
      "Why Choose Evidently AI",
      "Data & Concept Drift Detection Monitor changes in feature distributions and predictions",
      "Model Performance Reports Evaluate classification and regression metrics",
      "Dataset Quality Checks Identify missing values, outliers, and anomalies",
      "Interactive Dashboards Visualize ML health and trends"
    ],
    "latest_version": "1.0.0",
    "download_links": {},
    "checksums": {},
    "changelog_url": "https://www.evidentlyai.com"
  },
  "crawl_config": {
    "preferred_url": "/download/evidently-ai-5397",
    "canonical_url": "https://filezhub.com/download/evidently-ai-5397",
    "allow_in_robots": true,
    "last_updated": "2026-01-26T13:48:38.3070730"
  },
  "seo": {
    "title": "Evidently AI – ML Model Monitoring &amp;amp; Data Drift Detection Tool (2025)",
    "description": "Evidently AI is an open-source machine learning monitoring tool for detecting data drift, concept drift, and performance issues in ML models."
  },
  "metadata": {
    "created_at": "2026-01-26T13:48:38.3070730",
    "updated_at": "2026-01-23T12:48:26.8930000",
    "source_confidence": "high",
    "cdn_data_fetched": false,
    "has_ratings": true
  }
}