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      "websocket_attack_benchmark",
      "industry_security_controls_benchmark"
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    "implementation": "CPython",
    "machine": "AMD64",
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        "rules": {
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      },
      "web_attack_benchmark": {
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  "generated_at": "2026-07-19T03:49:07.027581+00:00",
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        "iteration": 3,
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              "vulnerable_bola": 2.29,
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              "vulnerable_ws_subscription": 308.58
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            "total_timed_ms": 1738.89
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        "wall_ms": 2198.9
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            },
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              "behavior_groups": [
                {
                  "behavior_hash": "77d433e9bf55439c",
                  "error": "",
                  "http_status": "200",
                  "identities": [
                    {
                      "flow_id": null,
                      "identity_alias": "admin",
                      "identity_id": "benchmark-admin"
                    }
                  ],
                  "response_length": 40,
                  "response_preview": "{\"ok\":true,\"role\":\"admin\",\"scope\":\"all\"}",
                  "status": "received"
                },
                {
                  "behavior_hash": "90a5f826c68fa07c",
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                  "http_status": "403",
                  "identities": [
                    {
                      "flow_id": null,
                      "identity_alias": "user",
                      "identity_id": "benchmark-user"
                    }
                  ],
                  "response_length": 46,
                  "response_preview": "{\"ok\":false,\"error\":\"forbidden\",\"role\":\"user\"}",
                  "status": "received"
                }
              ],
              "http_status_breakdown": {
                "200": 1,
                "403": 1
              },
              "identity_count": 2,
              "interesting_identities": [
                {
                  "http_status": "403",
                  "identity_alias": "user",
                  "identity_id": "benchmark-user",
                  "response_preview": "{\"ok\":false,\"error\":\"forbidden\",\"role\":\"user\"}"
                }
              ],
              "recommended_severity": "high",
              "status_breakdown": {
                "received": 2
              }
            },
            "http_race_summary": {
              "attempt_count": 6,
              "behavior_group_count": 6,
              "concurrency": 3,
              "duplicate_success_observed": true,
              "error_count": 0,
              "later_wave_success_observed": true,
              "mode": "duplicate_action",
              "recommended_severity": "high",
              "success_count": 6,
              "suspicious_race_window": true,
              "wave_count": 2,
              "wave_success": {
                "wave_1": 3,
                "wave_2": 3
              }
            },
            "prototype_findings": 17,
            "redirect_findings": 15,
            "sensitive_types": [
              "AWS Access Key",
              "Email Address",
              "Internal IPv4"
            ],
            "ssrf_findings": 5,
            "technologies": [
              "Express.js",
              "WordPress",
              "jQuery"
            ],
            "waf_products": [
              "ModSecurity"
            ]
          },
          "checks": {
            "cors_tester_detects_origin_reflection": true,
            "crawler_discovers_pages_and_sensitive_files": true,
            "csrf_forge_replays_unprotected_action": true,
            "directory_scanner_finds_admin": true,
            "fingerprinter_detects_stack": true,
            "fuzzer_detects_reflection": true,
            "header_analyzer_handles_http_hsts": true,
            "http_authz_diff_detects_role_change": true,
            "http_race_detects_duplicate_success": true,
            "http_replay_uses_identity": true,
            "port_scanner_finds_lab_port": true,
            "prototype_pollution_detects_canary": true,
            "redirect_scanner_detects_external_redirect": true,
            "sensitive_finder_uses_auth_headers": true,
            "ssrf_long_page_control_has_no_false_positive": true,
            "ssrf_prober_uses_auth_and_finds_metadata": true,
            "waf_detector_identifies_modsecurity": true
          },
          "lab": "web_attack_benchmark",
          "summary": {
            "checks_passed": 17,
            "checks_total": 17,
            "payloads_exercised": 116,
            "timings_ms": {
              "cors_tester": 6.09,
              "crawler": 10.53,
              "csrf_forge": 1.56,
              "directory_scanner": 6.92,
              "fuzzer": 4.09,
              "header_analyzer": 1.08,
              "http_authz_diff": 2.43,
              "http_race": 86.99,
              "http_replay": 1.24,
              "port_scanner": 0.6,
              "prototype_pollution": 20.82,
              "redirect_scanner": 21.86,
              "sensitive_finder": 1.14,
              "ssrf_false_positive_control": 38.38,
              "ssrf_prober": 37.63,
              "tech_fingerprint": 1.43,
              "waf_detector": 6.46
            },
            "total_timed_ms": 249.25
          }
        },
        "wall_ms": 731.51
      },
      {
        "iteration": 2,
        "result": {
          "artifacts": {
            "cors_findings": 5,
            "crawler_stats": {
              "api_endpoints_found": 1,
              "elapsed_seconds": 0.01,
              "errors_count": 0,
              "forms_found": 2,
              "pages_crawled": 4,
              "scripts_found": 1,
              "sensitive_files_found": 3
            },
            "directory_findings": 1,
            "fuzzer_findings": 2,
            "http_authz_summary": {
              "behavior_changed": true,
              "behavior_group_count": 2,
              "behavior_groups": [
                {
                  "behavior_hash": "77d433e9bf55439c",
                  "error": "",
                  "http_status": "200",
                  "identities": [
                    {
                      "flow_id": null,
                      "identity_alias": "admin",
                      "identity_id": "benchmark-admin"
                    }
                  ],
                  "response_length": 40,
                  "response_preview": "{\"ok\":true,\"role\":\"admin\",\"scope\":\"all\"}",
                  "status": "received"
                },
                {
                  "behavior_hash": "90a5f826c68fa07c",
                  "error": "",
                  "http_status": "403",
                  "identities": [
                    {
                      "flow_id": null,
                      "identity_alias": "user",
                      "identity_id": "benchmark-user"
                    }
                  ],
                  "response_length": 46,
                  "response_preview": "{\"ok\":false,\"error\":\"forbidden\",\"role\":\"user\"}",
                  "status": "received"
                }
              ],
              "http_status_breakdown": {
                "200": 1,
                "403": 1
              },
              "identity_count": 2,
              "interesting_identities": [
                {
                  "http_status": "403",
                  "identity_alias": "user",
                  "identity_id": "benchmark-user",
                  "response_preview": "{\"ok\":false,\"error\":\"forbidden\",\"role\":\"user\"}"
                }
              ],
              "recommended_severity": "high",
              "status_breakdown": {
                "received": 2
              }
            },
            "http_race_summary": {
              "attempt_count": 6,
              "behavior_group_count": 6,
              "concurrency": 3,
              "duplicate_success_observed": true,
              "error_count": 0,
              "later_wave_success_observed": true,
              "mode": "duplicate_action",
              "recommended_severity": "high",
              "success_count": 6,
              "suspicious_race_window": true,
              "wave_count": 2,
              "wave_success": {
                "wave_1": 3,
                "wave_2": 3
              }
            },
            "prototype_findings": 17,
            "redirect_findings": 15,
            "sensitive_types": [
              "AWS Access Key",
              "Email Address",
              "Internal IPv4"
            ],
            "ssrf_findings": 5,
            "technologies": [
              "Express.js",
              "WordPress",
              "jQuery"
            ],
            "waf_products": [
              "ModSecurity"
            ]
          },
          "checks": {
            "cors_tester_detects_origin_reflection": true,
            "crawler_discovers_pages_and_sensitive_files": true,
            "csrf_forge_replays_unprotected_action": true,
            "directory_scanner_finds_admin": true,
            "fingerprinter_detects_stack": true,
            "fuzzer_detects_reflection": true,
            "header_analyzer_handles_http_hsts": true,
            "http_authz_diff_detects_role_change": true,
            "http_race_detects_duplicate_success": true,
            "http_replay_uses_identity": true,
            "port_scanner_finds_lab_port": true,
            "prototype_pollution_detects_canary": true,
            "redirect_scanner_detects_external_redirect": true,
            "sensitive_finder_uses_auth_headers": true,
            "ssrf_long_page_control_has_no_false_positive": true,
            "ssrf_prober_uses_auth_and_finds_metadata": true,
            "waf_detector_identifies_modsecurity": true
          },
          "lab": "web_attack_benchmark",
          "summary": {
            "checks_passed": 17,
            "checks_total": 17,
            "payloads_exercised": 116,
            "timings_ms": {
              "cors_tester": 6.91,
              "crawler": 12.84,
              "csrf_forge": 1.48,
              "directory_scanner": 9.0,
              "fuzzer": 4.28,
              "header_analyzer": 1.24,
              "http_authz_diff": 3.11,
              "http_race": 72.21,
              "http_replay": 1.3,
              "port_scanner": 0.6,
              "prototype_pollution": 23.15,
              "redirect_scanner": 29.0,
              "sensitive_finder": 1.23,
              "ssrf_false_positive_control": 45.23,
              "ssrf_prober": 45.35,
              "tech_fingerprint": 1.41,
              "waf_detector": 6.97
            },
            "total_timed_ms": 265.31
          }
        },
        "wall_ms": 737.25
      },
      {
        "iteration": 3,
        "result": {
          "artifacts": {
            "cors_findings": 5,
            "crawler_stats": {
              "api_endpoints_found": 1,
              "elapsed_seconds": 0.01,
              "errors_count": 0,
              "forms_found": 2,
              "pages_crawled": 4,
              "scripts_found": 1,
              "sensitive_files_found": 3
            },
            "directory_findings": 1,
            "fuzzer_findings": 2,
            "http_authz_summary": {
              "behavior_changed": true,
              "behavior_group_count": 2,
              "behavior_groups": [
                {
                  "behavior_hash": "77d433e9bf55439c",
                  "error": "",
                  "http_status": "200",
                  "identities": [
                    {
                      "flow_id": null,
                      "identity_alias": "admin",
                      "identity_id": "benchmark-admin"
                    }
                  ],
                  "response_length": 40,
                  "response_preview": "{\"ok\":true,\"role\":\"admin\",\"scope\":\"all\"}",
                  "status": "received"
                },
                {
                  "behavior_hash": "90a5f826c68fa07c",
                  "error": "",
                  "http_status": "403",
                  "identities": [
                    {
                      "flow_id": null,
                      "identity_alias": "user",
                      "identity_id": "benchmark-user"
                    }
                  ],
                  "response_length": 46,
                  "response_preview": "{\"ok\":false,\"error\":\"forbidden\",\"role\":\"user\"}",
                  "status": "received"
                }
              ],
              "http_status_breakdown": {
                "200": 1,
                "403": 1
              },
              "identity_count": 2,
              "interesting_identities": [
                {
                  "http_status": "403",
                  "identity_alias": "user",
                  "identity_id": "benchmark-user",
                  "response_preview": "{\"ok\":false,\"error\":\"forbidden\",\"role\":\"user\"}"
                }
              ],
              "recommended_severity": "high",
              "status_breakdown": {
                "received": 2
              }
            },
            "http_race_summary": {
              "attempt_count": 6,
              "behavior_group_count": 6,
              "concurrency": 3,
              "duplicate_success_observed": true,
              "error_count": 0,
              "later_wave_success_observed": true,
              "mode": "duplicate_action",
              "recommended_severity": "high",
              "success_count": 6,
              "suspicious_race_window": true,
              "wave_count": 2,
              "wave_success": {
                "wave_1": 3,
                "wave_2": 3
              }
            },
            "prototype_findings": 17,
            "redirect_findings": 15,
            "sensitive_types": [
              "AWS Access Key",
              "Email Address",
              "Internal IPv4"
            ],
            "ssrf_findings": 5,
            "technologies": [
              "Express.js",
              "WordPress",
              "jQuery"
            ],
            "waf_products": [
              "ModSecurity"
            ]
          },
          "checks": {
            "cors_tester_detects_origin_reflection": true,
            "crawler_discovers_pages_and_sensitive_files": true,
            "csrf_forge_replays_unprotected_action": true,
            "directory_scanner_finds_admin": true,
            "fingerprinter_detects_stack": true,
            "fuzzer_detects_reflection": true,
            "header_analyzer_handles_http_hsts": true,
            "http_authz_diff_detects_role_change": true,
            "http_race_detects_duplicate_success": true,
            "http_replay_uses_identity": true,
            "port_scanner_finds_lab_port": true,
            "prototype_pollution_detects_canary": true,
            "redirect_scanner_detects_external_redirect": true,
            "sensitive_finder_uses_auth_headers": true,
            "ssrf_long_page_control_has_no_false_positive": true,
            "ssrf_prober_uses_auth_and_finds_metadata": true,
            "waf_detector_identifies_modsecurity": true
          },
          "lab": "web_attack_benchmark",
          "summary": {
            "checks_passed": 17,
            "checks_total": 17,
            "payloads_exercised": 116,
            "timings_ms": {
              "cors_tester": 6.81,
              "crawler": 11.21,
              "csrf_forge": 1.31,
              "directory_scanner": 7.34,
              "fuzzer": 4.26,
              "header_analyzer": 1.16,
              "http_authz_diff": 2.5,
              "http_race": 76.17,
              "http_replay": 1.43,
              "port_scanner": 0.72,
              "prototype_pollution": 21.96,
              "redirect_scanner": 28.02,
              "sensitive_finder": 1.3,
              "ssrf_false_positive_control": 45.24,
              "ssrf_prober": 43.43,
              "tech_fingerprint": 1.43,
              "waf_detector": 6.67
            },
            "total_timed_ms": 260.96
          }
        },
        "wall_ms": 735.46
      }
    ],
    "websocket_attack_benchmark": [
      {
        "iteration": 1,
        "result": {
          "artifacts": {
            "authz_summary": {
              "behavior_changed": true,
              "behavior_group_count": 2,
              "behavior_groups": [
                {
                  "behavior_hash": "5c9ecc7f5df82919",
                  "error": "",
                  "identities": [
                    {
                      "identity_alias": "user",
                      "identity_id": "benchmark-user"
                    }
                  ],
                  "response_length": 59,
                  "response_preview": "{\"type\": \"error\", \"error\": \"forbidden\", \"status_code\": 403}",
                  "status": "received"
                },
                {
                  "behavior_hash": "fa0031de329a0b92",
                  "error": "",
                  "identities": [
                    {
                      "identity_alias": "admin",
                      "identity_id": "benchmark-admin"
                    }
                  ],
                  "response_length": 58,
                  "response_preview": "{\"type\": \"admin_data\", \"ok\": true, \"scope\": \"all-tenants\"}",
                  "status": "received"
                }
              ],
              "identity_count": 2,
              "interesting_identities": [
                {
                  "identity_alias": "admin",
                  "identity_id": "benchmark-admin",
                  "response_preview": "{\"type\": \"admin_data\", \"ok\": true, \"scope\": \"all-tenants\"}",
                  "status": "received"
                }
              ],
              "recommended_severity": "medium",
              "status_breakdown": {
                "received": 2
              }
            },
            "error_replay_effective_success": false,
            "origin_probe": {
              "accepted_origin_count": 2,
              "probe_error_count": 0,
              "tested_origins": 2
            },
            "race_summary": {
              "accepted_count": 6,
              "attempt_count": 6,
              "behavior_group_count": 6,
              "concurrency": 3,
              "duplicate_success_observed": true,
              "error_count": 0,
              "later_wave_success_observed": true,
              "mode": "duplicate_action",
              "received_count": 6,
              "recommended_severity": "high",
              "sent_count": 0,
              "suspicious_race_window": true,
              "timeout_count": 0,
              "wave_count": 2,
              "wave_success": {
                "wave_1": 3,
                "wave_2": 3
              }
            },
            "replay_prelude_frames": 1,
            "replay_status": "received",
            "subscription_summary": {
              "accepted_mutation_count": 1,
              "baseline_count": 1,
              "behavior_change_count": 1,
              "field_summary": [
                {
                  "accepted_attempts": 1,
                  "attempts": 1,
                  "field_name": "tenant_id",
                  "suspicious_attempts": 1,
                  "values": [
                    "tenant-beta"
                  ]
                }
              ],
              "identity_count": 1,
              "mutation_count": 1,
              "recommended_severity": "medium",
              "suspicious_attempt_count": 1
            }
          },
          "checks": {
            "all_attack_transports_complete_without_errors": true,
            "application_error_is_not_counted_as_success": true,
            "authz_diff_compares_live_identities": true,
            "origin_probe_observes_untrusted_origin_acceptance": true,
            "race_attack_detects_duplicate_success": true,
            "replay_skips_welcome_frame": true,
            "subscription_abuse_detects_tenant_hop": true
          },
          "lab": "websocket_attack_benchmark",
          "summary": {
            "checks_passed": 7,
            "checks_total": 7,
            "frames_exercised": 12,
            "timings_ms": {
              "websocket_origin_probe": 5.35,
              "ws_authz_diff": 318.85,
              "ws_error_classification": 158.72,
              "ws_race": 408.59,
              "ws_replay": 156.13,
              "ws_subscription_abuse": 314.55
            },
            "total_timed_ms": 1362.19
          }
        },
        "wall_ms": 1810.42
      },
      {
        "iteration": 2,
        "result": {
          "artifacts": {
            "authz_summary": {
              "behavior_changed": true,
              "behavior_group_count": 2,
              "behavior_groups": [
                {
                  "behavior_hash": "5c9ecc7f5df82919",
                  "error": "",
                  "identities": [
                    {
                      "identity_alias": "user",
                      "identity_id": "benchmark-user"
                    }
                  ],
                  "response_length": 59,
                  "response_preview": "{\"type\": \"error\", \"error\": \"forbidden\", \"status_code\": 403}",
                  "status": "received"
                },
                {
                  "behavior_hash": "fa0031de329a0b92",
                  "error": "",
                  "identities": [
                    {
                      "identity_alias": "admin",
                      "identity_id": "benchmark-admin"
                    }
                  ],
                  "response_length": 58,
                  "response_preview": "{\"type\": \"admin_data\", \"ok\": true, \"scope\": \"all-tenants\"}",
                  "status": "received"
                }
              ],
              "identity_count": 2,
              "interesting_identities": [
                {
                  "identity_alias": "admin",
                  "identity_id": "benchmark-admin",
                  "response_preview": "{\"type\": \"admin_data\", \"ok\": true, \"scope\": \"all-tenants\"}",
                  "status": "received"
                }
              ],
              "recommended_severity": "medium",
              "status_breakdown": {
                "received": 2
              }
            },
            "error_replay_effective_success": false,
            "origin_probe": {
              "accepted_origin_count": 2,
              "probe_error_count": 0,
              "tested_origins": 2
            },
            "race_summary": {
              "accepted_count": 6,
              "attempt_count": 6,
              "behavior_group_count": 6,
              "concurrency": 3,
              "duplicate_success_observed": true,
              "error_count": 0,
              "later_wave_success_observed": true,
              "mode": "duplicate_action",
              "received_count": 6,
              "recommended_severity": "high",
              "sent_count": 0,
              "suspicious_race_window": true,
              "timeout_count": 0,
              "wave_count": 2,
              "wave_success": {
                "wave_1": 3,
                "wave_2": 3
              }
            },
            "replay_prelude_frames": 1,
            "replay_status": "received",
            "subscription_summary": {
              "accepted_mutation_count": 1,
              "baseline_count": 1,
              "behavior_change_count": 1,
              "field_summary": [
                {
                  "accepted_attempts": 1,
                  "attempts": 1,
                  "field_name": "tenant_id",
                  "suspicious_attempts": 1,
                  "values": [
                    "tenant-beta"
                  ]
                }
              ],
              "identity_count": 1,
              "mutation_count": 1,
              "recommended_severity": "medium",
              "suspicious_attempt_count": 1
            }
          },
          "checks": {
            "all_attack_transports_complete_without_errors": true,
            "application_error_is_not_counted_as_success": true,
            "authz_diff_compares_live_identities": true,
            "origin_probe_observes_untrusted_origin_acceptance": true,
            "race_attack_detects_duplicate_success": true,
            "replay_skips_welcome_frame": true,
            "subscription_abuse_detects_tenant_hop": true
          },
          "lab": "websocket_attack_benchmark",
          "summary": {
            "checks_passed": 7,
            "checks_total": 7,
            "frames_exercised": 12,
            "timings_ms": {
              "websocket_origin_probe": 5.23,
              "ws_authz_diff": 312.91,
              "ws_error_classification": 155.73,
              "ws_race": 380.28,
              "ws_replay": 157.08,
              "ws_subscription_abuse": 318.26
            },
            "total_timed_ms": 1329.49
          }
        },
        "wall_ms": 1778.83
      },
      {
        "iteration": 3,
        "result": {
          "artifacts": {
            "authz_summary": {
              "behavior_changed": true,
              "behavior_group_count": 2,
              "behavior_groups": [
                {
                  "behavior_hash": "5c9ecc7f5df82919",
                  "error": "",
                  "identities": [
                    {
                      "identity_alias": "user",
                      "identity_id": "benchmark-user"
                    }
                  ],
                  "response_length": 59,
                  "response_preview": "{\"type\": \"error\", \"error\": \"forbidden\", \"status_code\": 403}",
                  "status": "received"
                },
                {
                  "behavior_hash": "fa0031de329a0b92",
                  "error": "",
                  "identities": [
                    {
                      "identity_alias": "admin",
                      "identity_id": "benchmark-admin"
                    }
                  ],
                  "response_length": 58,
                  "response_preview": "{\"type\": \"admin_data\", \"ok\": true, \"scope\": \"all-tenants\"}",
                  "status": "received"
                }
              ],
              "identity_count": 2,
              "interesting_identities": [
                {
                  "identity_alias": "admin",
                  "identity_id": "benchmark-admin",
                  "response_preview": "{\"type\": \"admin_data\", \"ok\": true, \"scope\": \"all-tenants\"}",
                  "status": "received"
                }
              ],
              "recommended_severity": "medium",
              "status_breakdown": {
                "received": 2
              }
            },
            "error_replay_effective_success": false,
            "origin_probe": {
              "accepted_origin_count": 2,
              "probe_error_count": 0,
              "tested_origins": 2
            },
            "race_summary": {
              "accepted_count": 6,
              "attempt_count": 6,
              "behavior_group_count": 6,
              "concurrency": 3,
              "duplicate_success_observed": true,
              "error_count": 0,
              "later_wave_success_observed": true,
              "mode": "duplicate_action",
              "received_count": 6,
              "recommended_severity": "high",
              "sent_count": 0,
              "suspicious_race_window": true,
              "timeout_count": 0,
              "wave_count": 2,
              "wave_success": {
                "wave_1": 3,
                "wave_2": 3
              }
            },
            "replay_prelude_frames": 1,
            "replay_status": "received",
            "subscription_summary": {
              "accepted_mutation_count": 1,
              "baseline_count": 1,
              "behavior_change_count": 1,
              "field_summary": [
                {
                  "accepted_attempts": 1,
                  "attempts": 1,
                  "field_name": "tenant_id",
                  "suspicious_attempts": 1,
                  "values": [
                    "tenant-beta"
                  ]
                }
              ],
              "identity_count": 1,
              "mutation_count": 1,
              "recommended_severity": "medium",
              "suspicious_attempt_count": 1
            }
          },
          "checks": {
            "all_attack_transports_complete_without_errors": true,
            "application_error_is_not_counted_as_success": true,
            "authz_diff_compares_live_identities": true,
            "origin_probe_observes_untrusted_origin_acceptance": true,
            "race_attack_detects_duplicate_success": true,
            "replay_skips_welcome_frame": true,
            "subscription_abuse_detects_tenant_hop": true
          },
          "lab": "websocket_attack_benchmark",
          "summary": {
            "checks_passed": 7,
            "checks_total": 7,
            "frames_exercised": 12,
            "timings_ms": {
              "websocket_origin_probe": 4.44,
              "ws_authz_diff": 313.14,
              "ws_error_classification": 158.86,
              "ws_race": 377.9,
              "ws_replay": 156.34,
              "ws_subscription_abuse": 310.58
            },
            "total_timed_ms": 1321.26
          }
        },
        "wall_ms": 1800.94
      }
    ]
  },
  "schema_version": 1
}
