//beforeyouship

{
  "agent_id": "cost_model",
  "name": "//beforeyouship",
  "url": "https://beforeyouship.dev/docs#mcp",
  "logo": "https://agentery.com/logos/CP-2Y332A.svg",
  "niche": "ai-compute-optimization-infra",
  "category": "developer-tools-infra",
  "short_summary": "models realistic monthly costs of LLM applications before deployment",
  "task_performed": "models realistic monthly costs of LLM applications before deployment",
  "inputs_accepted": [
    "app architecture descriptions",
    "usage patterns",
    "prompts for tokenization"
  ],
  "outputs_produced": [
    "monthly cost forecasts",
    "cost tables with naive/realistic/worst-case scenarios",
    "model recommendations"
  ],
  "integrations_available": [
    "MCP"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "developer tools"
  ],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "freemium",
  "price": {
    "observed": true,
    "billing": "freemium",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": 20,
    "monthly_usd": 20,
    "headline": "Free plan; paid from $20/mo; $16/mo equivalent billed annually",
    "commercial": {
      "entry_offer": {
        "line": "Pro",
        "monthly_native": 20,
        "monthly_usd": 20,
        "commitment": "monthly",
        "basis": "$20/month",
        "billing_verified": true
      },
      "annual_option": {
        "line": "Pro (annual billing)",
        "monthly_equivalent_native": 16,
        "total_native": 192
      },
      "currency": "USD",
      "notes": [
        "other prices: Export Pass $5 (one-time)"
      ],
      "lines": [
        {
          "name": "Free",
          "price": "$0 / month",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Pro",
          "price": "$20 / month",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Pro (annual billing)",
          "price": "$16/mo billed annually ($192/yr)",
          "kind": "base_subscription",
          "billed": "annually"
        },
        {
          "name": "Export Pass",
          "price": "$5",
          "kind": "one_off",
          "billed": "one_off"
        }
      ]
    },
    "summary": "Free plan; paid from $20/mo; $16/mo equivalent billed annually. The core cost modeling tool is permanently free, while Pro costs $20/month or $16/month billed annually and an Export Pass costs $5 one time.",
    "confidence": "high",
    "source_url": "https://beforeyouship.dev/pricing",
    "checked_at": "2026-10-29T01:34:37.253Z",
    "amount": 20,
    "display": "From $20/mo",
    "plans": [
      {
        "name": "Free",
        "price": "$0 / month",
        "period": "month",
        "persona": "free",
        "highlights": [
          "No account or credit card required",
          "7 architecture presets",
          "6 models across 4 providers",
          "Core cost modeling features"
        ],
        "price_annual": null
      },
      {
        "name": "Pro",
        "price": "$20 / month",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "Extended model catalog",
          "Token breakdown and cost per MAU",
          "PDF and CSV export",
          "MCP server access",
          "7-day free trial"
        ],
        "price_annual": "$16/mo billed annually ($192/yr)"
      },
      {
        "name": "Export Pass",
        "price": "$5",
        "period": "one-time",
        "persona": "individual",
        "highlights": [
          "Full Pro access for 24 hours with exclusions",
          "One PDF or CSV download",
          "No subscription"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "high",
  "entity_type": "tool",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://beforeyouship.dev/docs#mcp"
  ],
  "last_checked": "2026-10-29",
  "profile_checked": "2026-06-19",
  "price_checked": "2026-10-29",
  "how_to_connect": {
    "website": "https://beforeyouship.dev/docs#mcp",
    "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": "use the tokenizer’s paste mode, your prompt text never leaves your device — tiktoken runs locally via WebAssembly. The one exception is the sensitivity sweep, which is co",
      "url": "https://beforeyouship.dev/pricing",
      "observed_day": "2026-10-29",
      "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://beforeyouship.dev/pricing",
      "last_observed_day": "2026-10-29",
      "age_days": 0,
      "verified_day": "2026-10-29",
      "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": 70,
    "group": "Pricing and cost optimization",
    "change_90d_pct": 3.21,
    "fair_price_by_tier_monthly_usd": {
      "individual": 41.22,
      "pro": 39,
      "team / small business": 199,
      "enterprise": 416.68
    },
    "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/70"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 144,
    "uptime_7d": 1,
    "checked_at": "2026-10-29T02:34:12.254Z",
    "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."
}