{
  "slug": "evidently",
  "name": "Evidently",
  "category": "obs",
  "kind": "repo",
  "tier": "catalog",
  "what": "Evaluate and monitor ML and LLM systems.",
  "what_source": "editor",
  "why": "See what your agent did and what it cost.",
  "icon": "Activity",
  "stack_layer": "tools",
  "repo": "https://github.com/evidentlyai/evidently",
  "homepage": "https://discord.gg/xZjKRaNp8b",
  "readme": "https://github.com/evidentlyai/evidently#readme",
  "license": "Apache-2.0",
  "repo_meta": {
    "stars": 7991,
    "last_push": "2026-09-29",
    "last_commit": "2026-09-10",
    "archived": false,
    "fork": false,
    "language": "Jupyter Notebook",
    "checked_on": "2026-10-15"
  },
  "tags": [],
  "seen_in_videos": [],
  "cloud_note": null,
  "install": [
    {
      "run": "pip install evidently",
      "platform": "any",
      "source": "README (auto-extracted)",
      "status": "unverified, not executed"
    },
    {
      "run": "conda install -c conda-forge evidently",
      "platform": "any",
      "source": "README (auto-extracted)",
      "status": "unverified, not executed"
    }
  ],
  "verify": [],
  "rollback": [
    {
      "run": "pip uninstall -y evidently",
      "source": "derived inverse of install command",
      "status": "unverified"
    }
  ],
  "gap_score": {
    "value": null,
    "status": "pending test on Mac Studio"
  },
  "verified_on": "2026-10-15"
}