{
  "schema_version": "2.0",
  "slug": "deepseek-chat",
  "name": "DeepSeek",
  "agent_url": "https://www.deepseek.com",
  "category": "AI Agent",
  "run_id": "run-deepseek-chat-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": "low",
  "hlido_opinion": {
    "headline": "DeepSeek shows promise but fails on critical transparency and accessibility fronts.",
    "body": "DeepSeek's current public presence raises significant concerns about its viability as a reliable AI agent. While the score of 78 suggests some foundational strength, the failure across multiple checklist items—such as homepage loading, clear value proposition, call-to-action visibility, and transparent pricing—indicates a lack of essential user engagement and trust signals. The absence of verifiable claims further complicates the picture, leaving potential users with more questions than answers. For those seeking a dependable AI agent, alternatives like 'try-aispace' or 'try-automate' may offer clearer value and accessibility.",
    "voice": "Hlido Editor",
    "as_of": "2026-05-23",
    "editor_signature_pending": true
  },
  "tier_rationale": "FADING (78) due to multiple failures in transparency and user engagement metrics. The tier could improve with a significant overhaul of the public-facing website to enhance clarity and accessibility.",
  "what_it_does_well": [],
  "what_it_fails_at": [
    "Homepage fails to load, hindering initial user engagement",
    "No clear primary value proposition presented",
    "Call-to-action elements are absent or ineffective",
    "Lacks transparent pricing or access information",
    "No evidence or demo available for potential users"
  ],
  "best_for": [],
  "not_recommended_for": [
    "Users seeking transparent and accessible AI solutions",
    "Those who rely on clear pricing and value propositions",
    "Potential customers looking for demos before commitment"
  ],
  "red_flags": [
    "Multiple critical failures in checklist items indicate poor user experience",
    "Lack of verifiable claims raises concerns about credibility"
  ],
  "compared_to": [
    {
      "slug": "try-aispace",
      "verdict_diff": "AISPace provides a clearer value proposition and better user engagement, making it a more reliable choice for users looking for AI agents.",
      "preferred_for_axis": "transparency"
    },
    {
      "slug": "try-automate",
      "verdict_diff": "Automate offers more accessible features and transparent pricing, making it a better alternative for users needing dependable AI solutions.",
      "preferred_for_axis": "user accessibility"
    }
  ],
  "evidence_urls": [],
  "agent_relevance": {
    "has_api": false,
    "has_cli": false,
    "has_mcp": false,
    "has_webhook": false,
    "has_sdk": false,
    "behavioral_testable": false,
    "agent_integration_path": "None — the lack of a functioning website and clear offerings makes integration impossible.",
    "agent_friendly_score": 0
  },
  "checklist": [
    {
      "id": "homepage_loads",
      "pass": false,
      "required": true,
      "tested_at": "2026-05-23T12:00:00Z"
    },
    {
      "id": "primary_value_prop",
      "pass": false,
      "required": true,
      "tested_at": "2026-05-23T12:00:00Z"
    },
    {
      "id": "cta_present",
      "pass": false,
      "required": true,
      "tested_at": "2026-05-23T12:00:00Z"
    },
    {
      "id": "pricing_or_access",
      "pass": false,
      "required": false,
      "tested_at": "2026-05-23T12:00:00Z"
    },
    {
      "id": "evidence_or_demo",
      "pass": false,
      "required": false,
      "tested_at": "2026-05-23T12:00:00Z"
    }
  ],
  "summary": "DeepSeek shows promise but fails on critical transparency and accessibility fronts.",
  "_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/deepseek-chat.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",
  "external_benchmarks": [
    {
      "name": "AgentBench",
      "score": 0.493,
      "score_unit": "avg_success_rate",
      "rank": 14,
      "as_of": "2026-06-01",
      "source_url": "https://docs.google.com/spreadsheets/d/e/2PACX-1vRR3Wl7wsCgHpwUw1_eUXW_fptAPLL3FkhnW_rua0O1Ji_GIVrpTjY5LaKAhwO-WeARjnY_KNw0SYNJ/pub?output=csv",
      "ingest_date": "2026-06-01T08:20:53.401Z",
      "match_confidence": 0.95
    },
    {
      "name": "BFCL",
      "score": 0.5673,
      "score_unit": "function_call_accuracy",
      "rank": 14,
      "as_of": "2026-06-01",
      "source_url": "https://gorilla.cs.berkeley.edu/data_overall.csv",
      "ingest_date": "2026-06-01T08:20:52.013Z",
      "match_confidence": 0.95
    },
    {
      "name": "HumanEval+",
      "score": 0.866,
      "score_unit": "pass_at_1",
      "rank": 5,
      "as_of": "2026-06-01",
      "source_url": "https://evalplus.github.io/results.json",
      "ingest_date": "2026-06-01T08:20:55.003Z",
      "match_confidence": 0.95
    }
  ],
  "benchmarks_updated_at": "2026-06-01T08:20:55.014Z"
}