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Run through Relay · mcp / x402

Simulation Anomaly Diagnostic

Compare this bounded simulation result with the supplied expectation and anomaly rules.

RQM-operated service.

Version: 1.0.0 · Registry observed: 2026-08-23T20:01:22.843Z · current

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0.010000 USD per request, provider price. Supported Relay purchases add max(0.002 USDC, 5% of provider price). Your fresh quote supplies the exact total.

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Inputs and outputs

Input contract
{
  "additionalProperties": false,
  "properties": {
    "observed_probabilities": {
      "additionalProperties": {
        "type": "number"
      },
      "maxProperties": 256,
      "minProperties": 1,
      "title": "Observed Probabilities",
      "type": "object"
    },
    "expected_probabilities": {
      "additionalProperties": {
        "type": "number"
      },
      "maxProperties": 256,
      "minProperties": 1,
      "title": "Expected Probabilities",
      "type": "object"
    },
    "maximum_l1_error": {
      "maximum": 2,
      "minimum": 0,
      "title": "Maximum L1 Error",
      "type": "number"
    },
    "maximum_bin_error": {
      "maximum": 1,
      "minimum": 0,
      "title": "Maximum Bin Error",
      "type": "number"
    },
    "observed_shots": {
      "anyOf": [
        {
          "maximum": 10000000,
          "minimum": 1,
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Observed Shots"
    },
    "confidence_z_score": {
      "default": 1.96,
      "exclusiveMinimum": 0,
      "maximum": 8,
      "title": "Confidence Z Score",
      "type": "number"
    },
    "impossible_outcomes": {
      "items": {
        "type": "string"
      },
      "maxItems": 256,
      "title": "Impossible Outcomes",
      "type": "array"
    },
    "symmetry_pairs": {
      "items": {
        "maxItems": 2,
        "minItems": 2,
        "prefixItems": [
          {
            "type": "string"
          },
          {
            "type": "string"
          }
        ],
        "type": "array"
      },
      "maxItems": 256,
      "title": "Symmetry Pairs",
      "type": "array"
    }
  },
  "required": [
    "observed_probabilities",
    "expected_probabilities",
    "maximum_l1_error",
    "maximum_bin_error"
  ],
  "title": "SimulationAnomalyRequest",
  "type": "object"
}
Output contract
{
  "additionalProperties": false,
  "properties": {
    "outcome": {
      "enum": [
        "within_rules",
        "anomalous"
      ],
      "title": "Outcome",
      "type": "string"
    },
    "l1_error": {
      "title": "L1 Error",
      "type": "number"
    },
    "maximum_bin_error": {
      "title": "Maximum Bin Error",
      "type": "number"
    },
    "violating_outcomes": {
      "items": {
        "type": "string"
      },
      "title": "Violating Outcomes",
      "type": "array"
    },
    "total_variation_distance": {
      "default": 0,
      "title": "Total Variation Distance",
      "type": "number"
    },
    "jensen_shannon_divergence": {
      "default": 0,
      "title": "Jensen Shannon Divergence",
      "type": "number"
    },
    "hellinger_distance": {
      "default": 0,
      "title": "Hellinger Distance",
      "type": "number"
    },
    "confidence_intervals": {
      "additionalProperties": {
        "maxItems": 2,
        "minItems": 2,
        "prefixItems": [
          {
            "type": "number"
          },
          {
            "type": "number"
          }
        ],
        "type": "array"
      },
      "title": "Confidence Intervals",
      "type": "object"
    },
    "impossible_outcome_findings": {
      "items": {
        "type": "string"
      },
      "title": "Impossible Outcome Findings",
      "type": "array"
    },
    "symmetry_findings": {
      "items": {
        "additionalProperties": true,
        "type": "object"
      },
      "title": "Symmetry Findings",
      "type": "array"
    },
    "result_digest": {
      "pattern": "^[a-f0-9]{64}$",
      "title": "Result Digest",
      "type": "string"
    }
  },
  "required": [
    "outcome",
    "l1_error",
    "maximum_bin_error",
    "violating_outcomes",
    "result_digest"
  ],
  "title": "SimulationResult",
  "type": "object"
}

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