{
  "date": "2026-09-01",
  "timezone": "Asia/Shanghai",
  "window_start": "2026-09-01T00:00:00+08:00",
  "window_end": "2026-09-02T00:00:00+08:00",
  "currency": "USD",
  "source": {
    "kind": "prod_interaction_token_usage",
    "accounting": "OpenCode per-session cumulative differences; PI and image-parse per-row increments",
    "notes": [
      "Partitioned cost breakdowns; each source contribution is counted once per dimension.",
      "Model tier is backend-reported metadata, not a verified provider model ID. Historical PI standard labels do not prove use of a standard model.",
      "Scenario cost is assigned to the daily workspace primary label; multi-label costs are not duplicated and task-step costs are not inferred.",
      "Primary scenario labels retain collector classification and review status; they are not a completed manual business-purpose review.",
      "Production DB costs are not proof of a Helix profile assignment or of real-user versus development purpose."
    ]
  },
  "summary": {
    "cost_amount": 28.82313165,
    "cost_workspace_count": 29
  },
  "breakdowns": {
    "runtime": [
      {
        "runtime": "image-parse",
        "cost_amount": 0.049767,
        "share": 0.0017266340314550798
      },
      {
        "runtime": "opencode",
        "cost_amount": 28.77336465,
        "share": 0.9982733659685449
      }
    ],
    "reported_model_tier": [
      {
        "reported_model_tier": "image-parse",
        "cost_amount": 0.049767,
        "share": 0.0017266340314550798
      },
      {
        "reported_model_tier": "standard",
        "cost_amount": 28.77336465,
        "share": 0.9982733659685449
      }
    ],
    "primary_scenario_category": [
      {
        "primary_scenario_category": "backup_or_restore",
        "cost_amount": 0.232395,
        "share": 0.008062794939216815
      },
      {
        "primary_scenario_category": "fleet_inventory_or_capacity_analysis",
        "cost_amount": 2.2258284,
        "share": 0.07722368363813792
      },
      {
        "primary_scenario_category": "inspection_or_report_generation",
        "cost_amount": 0.07956345,
        "share": 0.0027604026851121154
      },
      {
        "primary_scenario_category": "pd_tso_or_scheduling",
        "cost_amount": 0.72004335,
        "share": 0.0249814405576571
      },
      {
        "primary_scenario_category": "resource_control_or_capacity",
        "cost_amount": 4.9866045,
        "share": 0.17300703339777446
      },
      {
        "primary_scenario_category": "session_or_process_management",
        "cost_amount": 1.2022593,
        "share": 0.041711612554772466
      },
      {
        "primary_scenario_category": "sql_plan_or_query",
        "cost_amount": 5.0506608,
        "share": 0.17522942549513007
      },
      {
        "primary_scenario_category": "storage_or_io_bottleneck",
        "cost_amount": 7.1756067,
        "share": 0.24895305573084728
      },
      {
        "primary_scenario_category": "support_case_triage_or_customer_response",
        "cost_amount": 0.458205,
        "share": 0.015897127542003228
      },
      {
        "primary_scenario_category": "ticket_summary_or_customer_response",
        "cost_amount": 0.9012552,
        "share": 0.03126846905270268
      },
      {
        "primary_scenario_category": "tikv_hotspot_or_coprocessor",
        "cost_amount": 5.7336087,
        "share": 0.1989238632922804
      },
      {
        "primary_scenario_category": "unknown",
        "cost_amount": 0.05710125,
        "share": 0.0019810911143654302
      }
    ]
  },
  "workspace_cost_rows": [
    {
      "workspace_id": "lark-ws-17e2ff95-f8ed-40ed-9ed1-0dfe92092d17",
      "user_email": "shaoxiqian@pingcap.com",
      "channel": "lark",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "tikv_hotspot_or_coprocessor",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.0729375,
      "interaction_records": 1
    },
    {
      "workspace_id": "lark-ws-2d277047-43d6-4afe-abca-e050945332db",
      "user_email": "shaoxiqian@pingcap.com",
      "channel": "lark",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "sql_plan_or_query",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": false,
      "cost_amount": 0.1587438,
      "interaction_records": 3
    },
    {
      "workspace_id": "lark-ws-400fd69c-9594-47b3-a30d-6f2c5791254e",
      "user_email": "looperth.wong@pingcap.com",
      "channel": "lark",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "resource_control_or_capacity",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.4311444,
      "interaction_records": 1
    },
    {
      "workspace_id": "lark-ws-6962a20d-3455-4d5f-bfe9-701e051adcf4",
      "user_email": "peiliang.liu@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "resource_control_or_capacity",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": false,
      "cost_amount": 1.6357002,
      "interaction_records": 1
    },
    {
      "workspace_id": "lark-ws-6ffa310d-4607-4e16-9743-fdd17b8a2dc3",
      "user_email": "peiliang.liu@pingcap.com",
      "channel": "lark",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "resource_control_or_capacity",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": false,
      "cost_amount": 0.77839725,
      "interaction_records": 3
    },
    {
      "workspace_id": "lark-ws-6ffa310d-4607-4e16-9743-fdd17b8a2dc3",
      "user_email": "peiliang.liu@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "resource_control_or_capacity",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": false,
      "cost_amount": 1.08912675,
      "interaction_records": 1
    },
    {
      "workspace_id": "lark-ws-99af267e-6264-4ee9-af0b-61b9fa800def",
      "user_email": "shaoxiqian@pingcap.com",
      "channel": "lark",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "tikv_hotspot_or_coprocessor",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.29222955,
      "interaction_records": 3
    },
    {
      "workspace_id": "lark-ws-a3f057ae-61f4-47ed-93f2-fb2495902dc7",
      "user_email": "shaoxiqian@pingcap.com",
      "channel": "lark",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "sql_plan_or_query",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.4580661,
      "interaction_records": 3
    },
    {
      "workspace_id": "lark-ws-be7dc3ad-b62c-4863-85fe-5ee825800e3c",
      "user_email": "shaoxiqian@pingcap.com",
      "channel": "lark",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "sql_plan_or_query",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.4098537,
      "interaction_records": 6
    },
    {
      "workspace_id": "lark-ws-f2ce40f3-0df2-4da0-b509-f9ef7351910a",
      "user_email": "cherubin.j@pingcap.com",
      "channel": "lark",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "backup_or_restore",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.232395,
      "interaction_records": 1
    },
    {
      "workspace_id": "ws-1785403681255-dc563ad41",
      "user_email": "jiacong.lee@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "session_or_process_management",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 1.2022593,
      "interaction_records": 2
    },
    {
      "workspace_id": "ws-1787734479394-673687978",
      "user_email": "takahiko.miyasaka@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "storage_or_io_bottleneck",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 1.89280215,
      "interaction_records": 4
    },
    {
      "workspace_id": "ws-1787989984936-839f46096",
      "user_email": "yikai.puah@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "support_case_triage_or_customer_response",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.458205,
      "interaction_records": 1
    },
    {
      "workspace_id": "ws-1788138882633-dd8f9042b",
      "user_email": "",
      "channel": "image-send",
      "runtime": "image-parse",
      "reported_model_tier": "image-parse",
      "primary_scenario_category": "storage_or_io_bottleneck",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.04152,
      "interaction_records": 2
    },
    {
      "workspace_id": "ws-1788138882633-dd8f9042b",
      "user_email": "yahonda@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "storage_or_io_bottleneck",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 2.7773247,
      "interaction_records": 17
    },
    {
      "workspace_id": "ws-1788150389294-19516048f",
      "user_email": "takahiko.miyasaka@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "ticket_summary_or_customer_response",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.9012552,
      "interaction_records": 2
    },
    {
      "workspace_id": "ws-1788190321408-2790b5f67",
      "user_email": "debin.jia@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "tikv_hotspot_or_coprocessor",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 4.63641375,
      "interaction_records": 5
    },
    {
      "workspace_id": "ws-1788201411756-1044d2d8a",
      "user_email": "wai.ho@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "inspection_or_report_generation",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.07956345,
      "interaction_records": 2
    },
    {
      "workspace_id": "ws-1788224279612-92ccbcb32",
      "user_email": "brian.w@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "resource_control_or_capacity",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.7130451,
      "interaction_records": 3
    },
    {
      "workspace_id": "ws-1788224816960-76f894a2c",
      "user_email": "sihao.yu@pingcap.com",
      "channel": "cli",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "storage_or_io_bottleneck",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 1.04926095,
      "interaction_records": 1
    },
    {
      "workspace_id": "ws-1788224945710-b22336a46",
      "user_email": "zefeng.nie@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "tikv_hotspot_or_coprocessor",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.7320279,
      "interaction_records": 1
    },
    {
      "workspace_id": "ws-1788230031429-6df78d31b",
      "user_email": "lang.zhu@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "sql_plan_or_query",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 2.36920545,
      "interaction_records": 3
    },
    {
      "workspace_id": "ws-1788230618603-4f9698771",
      "user_email": "wen.hu@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "resource_control_or_capacity",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.3391908,
      "interaction_records": 2
    },
    {
      "workspace_id": "ws-1788242735890-af2307fd1",
      "user_email": "shenjing.zhao@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "sql_plan_or_query",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.86552595,
      "interaction_records": 2
    },
    {
      "workspace_id": "ws-1788242787394-b2326ee4d",
      "user_email": "yikai.puah@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "sql_plan_or_query",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.121365,
      "interaction_records": 1
    },
    {
      "workspace_id": "ws-1788244164407-41f2731c8",
      "user_email": "shenjing.zhao@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "storage_or_io_bottleneck",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.76583475,
      "interaction_records": 3
    },
    {
      "workspace_id": "ws-1788245761912-a48a48972",
      "user_email": "sihao.yu@pingcap.com",
      "channel": "cli",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "storage_or_io_bottleneck",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.64886415,
      "interaction_records": 1
    },
    {
      "workspace_id": "ws-1788248807555-5e7488f3d",
      "user_email": "",
      "channel": "image-send",
      "runtime": "image-parse",
      "reported_model_tier": "image-parse",
      "primary_scenario_category": "sql_plan_or_query",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.008247,
      "interaction_records": 1
    },
    {
      "workspace_id": "ws-1788248807555-5e7488f3d",
      "user_email": "takahiko.miyasaka@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "sql_plan_or_query",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.6596538,
      "interaction_records": 4
    },
    {
      "workspace_id": "ws-1788251302891-5d28cc31e",
      "user_email": "yikai.puah@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "pd_tso_or_scheduling",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.72004335,
      "interaction_records": 5
    },
    {
      "workspace_id": "ws-1788253099125-e954896a7",
      "user_email": "yikai.puah@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "unknown",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 0.05710125,
      "interaction_records": 1
    },
    {
      "workspace_id": "ws-1788265001482-6fb9bbf8e",
      "user_email": "zhipeng.su@pingcap.com",
      "channel": "web",
      "runtime": "opencode",
      "reported_model_tier": "standard",
      "primary_scenario_category": "fleet_inventory_or_capacity_analysis",
      "scenario_classification_method": "score_based_title_and_user_messages_v2",
      "scenario_review_required": true,
      "cost_amount": 2.2258284,
      "interaction_records": 4
    }
  ]
}