{
  "uid": "agenthub-tokens-cost",
  "title": "AgentHub — Tokens & cost",
  "description": "Token usage by kind and estimated USD spend by tool and model.",
  "tags": ["agenthub"],
  "editable": true,
  "schemaVersion": 39,
  "version": 1,
  "refresh": "30s",
  "time": {
    "from": "now-24h",
    "to": "now"
  },
  "timezone": "browser",
  "templating": {
    "list": [
      {
        "name": "ds",
        "label": "Prometheus",
        "type": "datasource",
        "query": "prometheus",
        "current": {},
        "hide": 0
      }
    ]
  },
  "links": [
    {
      "title": "AgentHub boards",
      "type": "dashboards",
      "tags": ["agenthub"],
      "asDropdown": true
    }
  ],
  "annotations": {
    "list": []
  },
  "panels": [
    {
      "id": 1,
      "type": "stat",
      "title": "Tokens (all time)",
      "datasource": {
        "type": "prometheus",
        "uid": "${ds}"
      },
      "gridPos": {
        "x": 0,
        "y": 0,
        "w": 6,
        "h": 4
      },
      "targets": [
        {
          "refId": "A",
          "datasource": {
            "type": "prometheus",
            "uid": "${ds}"
          },
          "expr": "sum(agenthub_tokens_total)",
          "legendFormat": "__auto",
          "instant": true,
          "range": false
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "short"
        },
        "overrides": []
      },
      "options": {
        "reduceOptions": {
          "calcs": ["lastNotNull"],
          "fields": "",
          "values": false
        },
        "colorMode": "value",
        "graphMode": "area",
        "textMode": "auto"
      }
    },
    {
      "id": 2,
      "type": "stat",
      "title": "Cache read share (24h)",
      "datasource": {
        "type": "prometheus",
        "uid": "${ds}"
      },
      "gridPos": {
        "x": 6,
        "y": 0,
        "w": 6,
        "h": 4
      },
      "targets": [
        {
          "refId": "A",
          "datasource": {
            "type": "prometheus",
            "uid": "${ds}"
          },
          "expr": "sum(increase(agenthub_tokens_total{kind=\"cache_read\"}[24h])) / sum(increase(agenthub_tokens_total{kind=~\"input|cache_read|cache_write\"}[24h]))",
          "legendFormat": "__auto",
          "instant": true,
          "range": false
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "percentunit",
          "decimals": 1
        },
        "overrides": []
      },
      "options": {
        "reduceOptions": {
          "calcs": ["lastNotNull"],
          "fields": "",
          "values": false
        },
        "colorMode": "value",
        "graphMode": "area",
        "textMode": "auto"
      }
    },
    {
      "id": 3,
      "type": "stat",
      "title": "Spend (all time)",
      "datasource": {
        "type": "prometheus",
        "uid": "${ds}"
      },
      "gridPos": {
        "x": 12,
        "y": 0,
        "w": 6,
        "h": 4
      },
      "targets": [
        {
          "refId": "A",
          "datasource": {
            "type": "prometheus",
            "uid": "${ds}"
          },
          "expr": "sum(agenthub_cost_usd_total)",
          "legendFormat": "__auto",
          "instant": true,
          "range": false
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "currencyUSD",
          "decimals": 2
        },
        "overrides": []
      },
      "options": {
        "reduceOptions": {
          "calcs": ["lastNotNull"],
          "fields": "",
          "values": false
        },
        "colorMode": "value",
        "graphMode": "area",
        "textMode": "auto"
      },
      "description": "Requires agenthub_cost_usd_total{tool,model} — empty on a dashboard that does not export it yet."
    },
    {
      "id": 4,
      "type": "stat",
      "title": "Spend (24h)",
      "datasource": {
        "type": "prometheus",
        "uid": "${ds}"
      },
      "gridPos": {
        "x": 18,
        "y": 0,
        "w": 6,
        "h": 4
      },
      "targets": [
        {
          "refId": "A",
          "datasource": {
            "type": "prometheus",
            "uid": "${ds}"
          },
          "expr": "sum(increase(agenthub_cost_usd_total[24h]))",
          "legendFormat": "__auto",
          "instant": true,
          "range": false
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "currencyUSD",
          "decimals": 2
        },
        "overrides": []
      },
      "options": {
        "reduceOptions": {
          "calcs": ["lastNotNull"],
          "fields": "",
          "values": false
        },
        "colorMode": "value",
        "graphMode": "area",
        "textMode": "auto"
      },
      "description": "Requires agenthub_cost_usd_total{tool,model} — empty on a dashboard that does not export it yet."
    },
    {
      "id": 5,
      "type": "timeseries",
      "title": "Tokens per hour, by kind",
      "datasource": {
        "type": "prometheus",
        "uid": "${ds}"
      },
      "gridPos": {
        "x": 0,
        "y": 4,
        "w": 12,
        "h": 8
      },
      "targets": [
        {
          "refId": "A",
          "datasource": {
            "type": "prometheus",
            "uid": "${ds}"
          },
          "expr": "sum by (kind) (increase(agenthub_tokens_total[1h]))",
          "legendFormat": "{{kind}}"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "short",
          "custom": {
            "drawStyle": "bars",
            "fillOpacity": 60,
            "stacking": {
              "mode": "normal"
            }
          }
        },
        "overrides": []
      },
      "options": {
        "legend": {
          "displayMode": "list",
          "placement": "bottom"
        },
        "tooltip": {
          "mode": "multi"
        }
      },
      "interval": "1h"
    },
    {
      "id": 6,
      "type": "timeseries",
      "title": "Token burn (per second, by kind)",
      "datasource": {
        "type": "prometheus",
        "uid": "${ds}"
      },
      "gridPos": {
        "x": 12,
        "y": 4,
        "w": 12,
        "h": 8
      },
      "targets": [
        {
          "refId": "A",
          "datasource": {
            "type": "prometheus",
            "uid": "${ds}"
          },
          "expr": "sum by (kind) (rate(agenthub_tokens_total[5m]))",
          "legendFormat": "{{kind}}"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "short",
          "custom": {
            "fillOpacity": 15,
            "lineWidth": 2,
            "stacking": {
              "mode": "normal"
            }
          }
        },
        "overrides": []
      },
      "options": {
        "legend": {
          "displayMode": "list",
          "placement": "bottom"
        },
        "tooltip": {
          "mode": "multi"
        }
      }
    },
    {
      "id": 7,
      "type": "timeseries",
      "title": "Spend per hour, by tool",
      "datasource": {
        "type": "prometheus",
        "uid": "${ds}"
      },
      "gridPos": {
        "x": 0,
        "y": 12,
        "w": 12,
        "h": 8
      },
      "targets": [
        {
          "refId": "A",
          "datasource": {
            "type": "prometheus",
            "uid": "${ds}"
          },
          "expr": "sum by (tool) (increase(agenthub_cost_usd_total[1h]))",
          "legendFormat": "{{tool}}"
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "currencyUSD",
          "custom": {
            "drawStyle": "bars",
            "fillOpacity": 60,
            "stacking": {
              "mode": "normal"
            }
          }
        },
        "overrides": []
      },
      "options": {
        "legend": {
          "displayMode": "list",
          "placement": "bottom"
        },
        "tooltip": {
          "mode": "multi"
        }
      },
      "interval": "1h",
      "description": "Requires agenthub_cost_usd_total{tool,model} — empty on a dashboard that does not export it yet."
    },
    {
      "id": 8,
      "type": "piechart",
      "title": "Spend by tool (all time)",
      "datasource": {
        "type": "prometheus",
        "uid": "${ds}"
      },
      "gridPos": {
        "x": 12,
        "y": 12,
        "w": 12,
        "h": 8
      },
      "targets": [
        {
          "refId": "A",
          "datasource": {
            "type": "prometheus",
            "uid": "${ds}"
          },
          "expr": "sum by (tool) (agenthub_cost_usd_total)",
          "legendFormat": "{{tool}}",
          "instant": true,
          "range": false
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "currencyUSD",
          "decimals": 2
        },
        "overrides": []
      },
      "description": "Requires agenthub_cost_usd_total{tool,model} — empty on a dashboard that does not export it yet.",
      "options": {
        "pieType": "donut",
        "legend": {
          "displayMode": "table",
          "placement": "right",
          "values": ["value", "percent"]
        },
        "reduceOptions": {
          "calcs": ["lastNotNull"],
          "fields": "",
          "values": false
        }
      }
    },
    {
      "id": 9,
      "type": "bargauge",
      "title": "Top models by spend (24h)",
      "datasource": {
        "type": "prometheus",
        "uid": "${ds}"
      },
      "gridPos": {
        "x": 0,
        "y": 20,
        "w": 24,
        "h": 8
      },
      "targets": [
        {
          "refId": "A",
          "datasource": {
            "type": "prometheus",
            "uid": "${ds}"
          },
          "expr": "topk(10, sum by (model) (increase(agenthub_cost_usd_total[24h])))",
          "legendFormat": "{{model}}",
          "instant": true,
          "range": false
        }
      ],
      "fieldConfig": {
        "defaults": {
          "unit": "currencyUSD",
          "decimals": 2
        },
        "overrides": []
      },
      "description": "Requires agenthub_cost_usd_total{tool,model} — empty on a dashboard that does not export it yet.",
      "options": {
        "orientation": "horizontal",
        "displayMode": "gradient",
        "reduceOptions": {
          "calcs": ["lastNotNull"],
          "fields": "",
          "values": false
        }
      }
    }
  ]
}