{
  "schema_version": 1,
  "contract_version": "newruntime-page-readership-v1",
  "type": "page_machine_readership",
  "canonical_path": "/posts/gguf-quantizations-from-q4-k-m-16-5-3b352d/",
  "canonical_url": "https://newruntime.com/posts/gguf-quantizations-from-q4-k-m-16-5-3b352d/",
  "generated_at": "2026-11-10T06:30:51.578Z",
  "refresh_hint": "30m",
  "schema_url": "https://newruntime.com/page-readership-schema.json",
  "methodology_url": "https://newruntime.com/machine-consumption/",
  "privacy": {
    "ip_addresses": "not_output",
    "visitor_ids": "not_output",
    "query_strings": "not_output",
    "raw_user_agents": "not_output",
    "raw_log_lines": "not_output",
    "session_identifiers": "not_output",
    "human_identity": "not_collected_for_this_contract"
  },
  "summary": {
    "requests_last_24h": 8,
    "requests_observed": 12,
    "named_automations_observed": 5,
    "verified_automations_observed": 1
  },
  "windows": {
    "last_24h": {
      "first_seen": "2026-11-09T06:30:44.352Z",
      "last_seen": "2026-11-10T06:30:03.816Z",
      "requests": 8,
      "formats": [
        {
          "format": "html",
          "count": 4
        },
        {
          "format": "json",
          "count": 2
        },
        {
          "format": "markdown",
          "count": 2
        }
      ],
      "agents": [
        {
          "family": "AhrefsBot",
          "count": 3,
          "category": "other_bot",
          "first_seen": "2026-11-10T03:37:08.267Z",
          "last_seen": "2026-11-10T03:38:12.549Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "PerplexityBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-11-09T14:44:27.927Z",
          "last_seen": "2026-11-09T14:44:37.838Z",
          "identity_status": "verified"
        },
        {
          "family": "ClaudeBot",
          "count": 1,
          "category": "ai_crawler",
          "first_seen": "2026-11-10T06:29:35.709Z",
          "last_seen": "2026-11-10T06:29:35.709Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (compatible; T2Bot/1.0; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-11-09T15:17:18.432Z",
          "last_seen": "2026-11-09T15:17:18.432Z",
          "identity_status": "not_verifiable"
        }
      ]
    },
    "observed": {
      "first_seen": "2026-11-09T03:32:47.278Z",
      "last_seen": "2026-11-10T06:30:03.816Z",
      "requests": 12,
      "formats": [
        {
          "format": "html",
          "count": 6
        },
        {
          "format": "json",
          "count": 3
        },
        {
          "format": "markdown",
          "count": 3
        }
      ],
      "agents": [
        {
          "family": "AhrefsBot",
          "count": 6,
          "category": "other_bot",
          "first_seen": "2026-11-09T03:40:21.189Z",
          "last_seen": "2026-11-10T03:38:12.549Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "PerplexityBot",
          "count": 3,
          "category": "ai_crawler",
          "first_seen": "2026-11-09T14:44:27.927Z",
          "last_seen": "2026-11-09T14:44:37.838Z",
          "identity_status": "verified"
        },
        {
          "family": "ClaudeBot",
          "count": 1,
          "category": "ai_crawler",
          "first_seen": "2026-11-10T06:29:35.709Z",
          "last_seen": "2026-11-10T06:29:35.709Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (compatible; T2Bot/1.0; +public-url-redacted",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-11-09T15:17:18.432Z",
          "last_seen": "2026-11-09T15:17:18.432Z",
          "identity_status": "not_verifiable"
        },
        {
          "family": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/149.0.0 … (compatible; Epochal-Search/1.0)",
          "count": 1,
          "category": "other_bot",
          "first_seen": "2026-11-09T03:49:25.909Z",
          "last_seen": "2026-11-09T03:49:25.909Z",
          "identity_status": "not_verifiable"
        }
      ]
    }
  },
  "interpretation": {
    "unit": "Successful requests from named automation, not unique people.",
    "identity": "Identity status is the strongest observed family-level evidence in the identity aggregate, not verification of every page request.",
    "causality": "A request does not prove indexing, citation, model training, understanding, or referral.",
    "representations": "HTML, JSON, and Markdown twins are grouped under the canonical page."
  }
}