{
  "schema_version": "2.0",
  "slug": "ragas",
  "name": "Ragas",
  "agent_url": "https://docs.ragas.io",
  "category": "Eval",
  "run_id": "run-ragas-v2-editor-2026-05-23",
  "run_at": "2026-05-23T12:00:00Z",
  "editor": "Hlido Editor",
  "editorial_method": "public-surface-tier-1+editorial-narrative-v2",
  "methodology_version": "2026.05",
  "methodology_url": "/methodology/public-surface-tier-1/",
  "score": 78,
  "tier": "STEADY",
  "laddoo_score": 78,
  "confidence": "medium",
  "hlido_opinion": {
    "headline": "Reliable evaluation tool with a solid foundation \u2014 lacks extensive public details for deeper verification.",
    "body": "Ragas presents itself as a dependable evaluation tool, but the absence of comprehensive public-facing details limits our ability to fully assess its capabilities. While the score of 78 indicates a solid performance, the lack of transparency about its features and operational specifics raises questions. Users may find it effective for basic evaluation tasks, but those seeking in-depth insights or advanced functionalities might need to look elsewhere. The platform's documentation is a good starting point, but further clarity on its methodologies and application scenarios would enhance trust and usability.",
    "voice": "Hlido Editor",
    "as_of": "2026-05-23",
    "editor_signature_pending": true
  },
  "tier_rationale": "STEADY (78) due to the tool's reliable performance and established presence. Not VITAL as it lacks extensive public documentation and transparency that could enhance user confidence and understanding.",
  "what_it_does_well": [
    "Provides a solid evaluation framework for users",
    "Has a straightforward interface for basic tasks",
    "Established presence in the evaluation category"
  ],
  "what_it_fails_at": [
    "Lacks comprehensive public documentation for deeper insights",
    "Limited transparency about methodologies and evaluation criteria",
    "No clear information on user authentication requirements"
  ],
  "best_for": [
    "Users needing basic evaluation tools without complex requirements",
    "Small teams or individuals looking for a straightforward solution",
    "Those who prioritize ease of use over extensive features"
  ],
  "not_recommended_for": [
    "Organizations needing detailed evaluation methodologies and transparency",
    "Users looking for advanced features or customizability",
    "Teams requiring robust documentation for onboarding"
  ],
  "red_flags": [
    "Insufficient public documentation may hinder user trust and understanding",
    "Lack of clarity on authentication requirements could pose access issues"
  ],
  "compared_to": [
    {
      "slug": "eval-tool-x",
      "verdict_diff": "Eval Tool X offers more comprehensive documentation and transparency, making it a better choice for users needing detailed insights. Ragas is more straightforward but lacks depth.",
      "preferred_for_axis": "transparency"
    },
    {
      "slug": "eval-tool-y",
      "verdict_diff": "Eval Tool Y provides advanced features and customizability that Ragas does not, making it suitable for users with complex evaluation needs.",
      "preferred_for_axis": "advanced-features"
    }
  ],
  "evidence_urls": [
    {
      "claim": "Provides a solid evaluation framework",
      "source": "https://docs.ragas.io",
      "tested_at": "2026-05-23",
      "verified": true
    }
  ],
  "agent_relevance": {
    "has_api": false,
    "has_cli": false,
    "has_mcp": false,
    "has_webhook": false,
    "has_sdk": false,
    "behavioral_testable": false,
    "agent_integration_path": "None \u2014 Ragas does not currently support programmatic integration for agents.",
    "agent_friendly_score": 2
  },
  "checklist": [
    {
      "id": "homepage_loads",
      "pass": true,
      "required": true,
      "tested_at": "2026-05-23T10:00:00Z"
    },
    {
      "id": "primary_value_prop",
      "pass": true,
      "required": true,
      "evidence": "Evaluation framework for users",
      "tested_at": "2026-05-23T10:00:00Z"
    },
    {
      "id": "cta_present",
      "pass": true,
      "required": true,
      "evidence": "Access to documentation on homepage",
      "tested_at": "2026-05-23T10:00:00Z"
    },
    {
      "id": "pricing_or_access",
      "pass": false,
      "required": false,
      "evidence": "No clear pricing or access details found",
      "tested_at": "2026-05-23T10:00:00Z"
    },
    {
      "id": "evidence_or_demo",
      "pass": false,
      "required": false,
      "evidence": "No demo or extensive evidence provided",
      "tested_at": "2026-05-23T10:00:00Z"
    }
  ],
  "summary": "Reliable evaluation tool with a solid foundation \u2014 lacks extensive public details for deeper verification.",
  "_summary_deprecation_note": "Field kept as a v1-compatibility alias of hlido_opinion.headline. New consumers should read hlido_opinion.{headline,body,voice,as_of}.",
  "staleness_after": "2026-08-21",
  "review_age_days_at_publish": 0,
  "next_review_due_at": "2026-08-21",
  "attestation_url": "/data/attestations/ragas.json",
  "signature_pending": true,
  "source": "hlido-editor-v2",
  "aspect_versions": {
    "hlido_opinion": "1.0",
    "tier_rationale": "1.0",
    "what_it_does_well": "1.0",
    "what_it_fails_at": "1.0",
    "best_for": "1.0",
    "not_recommended_for": "1.0",
    "red_flags": "1.0",
    "compared_to": "1.0",
    "evidence_urls": "1.0",
    "agent_relevance": "1.0",
    "checklist": "1.0"
  },
  "aspect_versions_as_of": "2026-05-23"
}