Model Lifecycle

{
  "agent_id": "model_lifecycle",
  "name": "Model Lifecycle",
  "url": "https://llmintel.ai",
  "logo": "https://agentery.com/logos/CP-6J5KKP.svg",
  "niche": null,
  "category": null,
  "short_summary": "Stop your agent from shipping dead model ids.\n\nCoding agents confidently write `gpt-4-32k` and `claude-3-5-sonnet-20240620` into your code long after those ids…",
  "task_performed": "Stop your agent from shipping dead model ids.\n\nCoding agents confidently write `gpt-4-32k` and `claude-3-5-sonnet-20240620` into your code long after those ids stop answering. This server gives them a live lookup: is this model deprecated, when does it retire, and what replaces it.\n\nCovers OpenAI, Anthropic, Azure, Bedrock, Google, and Cohere. Parsed from each provider's own deprecation pages. No API key.\n\n**Ask it**\n- `check_model(\"gpt-4o\")` — safe / deprecated / retiring, deadline, replacement, source link\n- `list_retiring_models` — what breaks in the next 90 days\n- `suggest_replacement` — the provider's own migration target",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [
    "MCP",
    "Azure",
    "OpenAI",
    "Anthropic"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "freemium",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": 29,
    "monthly_usd": 29,
    "headline": "Free plan; paid from $29/mo",
    "commercial": {
      "entry_offer": {
        "line": "Starter",
        "monthly_native": 29,
        "monthly_usd": 29,
        "commitment": "monthly",
        "basis": "$29/month",
        "billing_verified": true
      },
      "currency": "USD",
      "lines": [
        {
          "name": "Free",
          "price": "$0",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Starter",
          "price": "$29/mo",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Growth",
          "price": "$149/mo",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Scale",
          "price": "$499/mo",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Enterprise",
          "price": "Custom",
          "kind": "custom"
        }
      ]
    },
    "summary": "Free plan; paid from $29/mo. LLMIntel offers a permanent free tier under $300/mo in tracked spend, followed by monthly Starter, Growth, and Scale plans priced at $29, $149, and $499 per month, with custom Enterprise pricing.",
    "confidence": "high",
    "source_url": "https://llmintel.ai/pricing",
    "checked_at": "2026-10-28T02:31:10.691Z",
    "amount": 29,
    "display": "From $29/mo",
    "plans": [
      {
        "name": "Free",
        "price": "$0",
        "period": "month",
        "persona": "free",
        "highlights": [
          "Under $300/mo tracked spend",
          "Runtime usage and cost dashboard",
          "Optimization suggestions",
          "Alerts and public model catalog"
        ],
        "price_annual": null
      },
      {
        "name": "Starter",
        "price": "$29/mo",
        "period": "month",
        "persona": "individual",
        "highlights": [
          "$300–$3k/mo tracked spend",
          "Unmetered telemetry",
          "Per-environment breakdown",
          "3-month history"
        ],
        "price_annual": null
      },
      {
        "name": "Growth",
        "price": "$149/mo",
        "period": "month",
        "persona": "team_sme",
        "highlights": [
          "$3k–$25k/mo tracked spend",
          "Savings reports",
          "13-month history",
          "Multi-environment support"
        ],
        "price_annual": null
      },
      {
        "name": "Scale",
        "price": "$499/mo",
        "period": "month",
        "persona": "team_sme",
        "highlights": [
          "$25k–$100k/mo tracked spend",
          "Priority support",
          "Historical export",
          "Seat and multi-repo management"
        ],
        "price_annual": null
      },
      {
        "name": "Enterprise",
        "price": "Custom",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "Over $100k/mo tracked spend",
          "SSO, SLA, and audit-log export",
          "Self-hosted collectors",
          "Volume pricing"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://llmintel.ai"
  ],
  "last_checked": "2026-10-28",
  "profile_checked": "2026-07-29",
  "price_checked": "2026-10-28",
  "how_to_connect": {
    "website": "https://llmintel.ai",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "self_hosted",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "You run it yourself: install from the published command/package; no vendor endpoint found.",
    "evidence": {
      "sources": [
        "page_text:self_run_wording"
      ],
      "excerpt": "00k/mo tracked spend Compliance & very high spend. • SSO, SLA & audit-log export • Self-hosted collectors • Volume pricing (≈0.3–0.5% of spend, falling with volume) • D",
      "url": "https://llmintel.ai/pricing",
      "observed_day": "2026-10-28",
      "age_days": 0,
      "hosted_evidence": null,
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://llmintel.ai/pricing",
      "last_observed_day": "2026-10-28",
      "age_days": 0,
      "verified_day": "2026-10-28",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": {
    "group_id": 119,
    "group": "Developer utility tools",
    "change_90d_pct": 0,
    "fair_price_by_tier_monthly_usd": {
      "individual": 9.99,
      "pro": 32,
      "team / small business": 149,
      "enterprise": null
    },
    "broad_market": true,
    "note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
    "page": "https://agentery.com/aepi/groups/119"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 198,
    "uptime_7d": 1,
    "checked_at": "2026-10-28T02:40:52.126Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}