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",
    "currency": "USD",
    "lowest_monthly_usd": 29,
    "monthly_usd": 29,
    "headline": "Free tier, then from $29/mo",
    "summary": "Free tier, then 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": "2026-09-12T04:33:00.326Z",
    "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": "2026-07-29",
  "how_to_connect": {
    "website": "https://llmintel.ai",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 1383,
    "uptime_7d": 1,
    "checked_at": "2026-09-12T02:38:07.709Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}