{
  "generated_at": "2026-04-24T15:01:35.625676+00:00",
  "slug": "optim-x402-gateway-production-up-railway-app-solve-sensitivity",
  "title": "Optim Gateway \u00b7 Sensitivity Analysis Solver",
  "url": "https://optim-x402-gateway-production.up.railway.app/solve/sensitivity",
  "category": "compute",
  "summary": "Execute sensitivity analysis on solver requests for scheduling, routing, or packing problems.",
  "seo": {
    "title": "Optimization Sensitivity Analysis API | x402",
    "description": "Run sensitivity analysis on optimization problems. 0.15 USDC per call. Base network. Scheduling, routing, packing domains with parameter path analysis."
  },
  "use_cases": [
    "Analyze parameter sensitivity in supply chain scheduling",
    "Test robustness of routing solutions",
    "Identify critical packing constraints"
  ],
  "ideal_buyer": "Operations research agents and optimization systems analyzing solution sensitivity to parameter changes.",
  "example_prompt": "Run sensitivity analysis on my scheduling problem for the job_duration and machine_capacity parameters.",
  "example_request_body": {
    "parameters": [
      "job_duration",
      "machine_capacity"
    ],
    "solver_type": "scheduling",
    "solver_request": {
      "jobs": [],
      "machines": []
    }
  },
  "risk_notes": [],
  "pricing_sanity": {
    "flag": "expensive_outlier",
    "ratio": 15,
    "median_category_atomic": 10000
  },
  "pricing_review_required": false,
  "pricing_decimal_suspect": false,
  "trust_tier": "indexed_external",
  "accepts": [
    {
      "scheme": "exact",
      "network": "base",
      "pay_to": "0xc9ddd9f1d3c63afad2c06f175ce907c5c5d4a410",
      "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
      "max_amount_required_atomic": "150000",
      "max_timeout_seconds": 300,
      "verified": false,
      "hints": {
        "input": {
          "body": {
            "type": "object",
            "required": [
              "solver_type",
              "solver_request"
            ],
            "properties": {
              "parameters": {
                "type": "array",
                "items": {
                  "type": "string"
                },
                "description": "Optional parameter paths to analyze"
              },
              "solver_type": {
                "enum": [
                  "scheduling",
                  "routing",
                  "packing"
                ],
                "type": "string",
                "description": "Problem domain"
              },
              "solver_request": {
                "type": "object",
                "description": "Problem payload. For scheduling: {jobs, machines}. For routing: {depot_id, locations, vehicles, distance_matrix}. For packing: {bins, items}"
              }
            }
          },
          "type": "http",
          "method": "POST",
          "bodyType": "json"
        },
        "output": {
          "type": "json",
          "example": {
            "status": "completed",
            "metrics": {
              "total_solves": 25,
              "solve_time_seconds": 0.271,
              "parameters_analyzed": 4
            },
            "parameters": [
              {
                "critical": false,
                "direction": "increase_hurts",
                "elasticity": 0.359,
                "risk_summary": "MODERATE: affects objective by up to 23%",
                "parameter_path": "jobs[J2].tasks[T4].duration",
                "sensitivity_score": 23.1
              }
            ],
            "risk_ranking": [
              "jobs[J2].tasks[T4].duration",
              "jobs[J1].tasks[T2].duration"
            ],
            "baseline_objective": 26,
            "baseline_objective_name": "makespan"
          }
        }
      }
    }
  ],
  "duplicate_cluster_id": "tools-cl-195d7ab3ca71",
  "origin": {
    "slug": "optim-x402-gateway-production-up-railway-app",
    "host": "optim-x402-gateway-production.up.railway.app",
    "title": "Optim x402 Gateway",
    "description": "An x402 payment gateway endpoint hosted on Railway. Accepts micropayments for API access via the x402 protocol.",
    "url": "https://optim-x402-gateway-production.up.railway.app"
  },
  "json_ld": {
    "@id": "https://x402all.com/resource/optim-x402-gateway-production-up-railway-app-solve-sensitivity",
    "url": "https://x402all.com/resource/optim-x402-gateway-production-up-railway-app-solve-sensitivity",
    "name": "Optim Gateway \u00b7 Sensitivity Analysis Solver",
    "@type": "WebAPI",
    "offers": {
      "url": "https://x402all.com/resource/optim-x402-gateway-production-up-railway-app-solve-sensitivity",
      "@type": "Offer",
      "price": "0.15",
      "availability": "https://schema.org/InStock",
      "priceCurrency": "USDC",
      "priceSpecification": {
        "@type": "UnitPriceSpecification",
        "price": "0.150000",
        "unitText": "call",
        "priceCurrency": "USDC"
      },
      "eligibleCustomerType": "Agent",
      "additionalProperty": [
        {
          "@type": "PropertyValue",
          "name": "paymentNetwork",
          "value": "base"
        },
        {
          "@type": "PropertyValue",
          "name": "paymentAsset",
          "value": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913"
        }
      ]
    },
    "sameAs": "https://optim-x402-gateway-production.up.railway.app/solve/sensitivity",
    "@context": "https://schema.org",
    "provider": {
      "@id": "https://x402all.com/server/optim-x402-gateway-production-up-railway-app",
      "url": "https://optim-x402-gateway-production.up.railway.app",
      "name": "Optim x402 Gateway",
      "@type": "Organization"
    },
    "identifier": "optim-x402-gateway-production-up-railway-app-solve-sensitivity",
    "description": "Run sensitivity analysis on optimization problems. 0.15 USDC per call. Base network. Scheduling, routing, packing domains with parameter path analysis.",
    "potentialAction": {
      "@type": "BuyAction",
      "target": "https://axon402.com/test-buy?resource=optim-x402-gateway-production-up-railway-app-solve-sensitivity",
      "description": "Test-buy this endpoint on AXON"
    },
    "applicationCategory": "compute"
  },
  "axon_deep_link": "https://axon402.com/test-buy?resource=optim-x402-gateway-production-up-railway-app-solve-sensitivity"
}