openclaw-grafana-lens
Version:
OpenClaw plugin that gives AI agents full Grafana access — 18 composable tools for PromQL/LogQL/TraceQL queries, dashboard creation, alerting, SRE investigation, security monitoring, data collection pipeline management via Grafana Alloy (29 recipes), and
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{
"title": "Cost Intelligence",
"description": "Financial analysis for AI agent operations — daily/weekly/monthly cost trends, model attribution, token efficiency, cache savings, and per-session cost breakdown from Loki logs.",
"tags": [
"openclaw",
"grafana-lens",
"cost-intelligence"
],
"timezone": "browser",
"editable": true,
"schemaVersion": 39,
"time": {
"from": "now-7d",
"to": "now"
},
"refresh": "1m",
"links": [
{
"title": "LLM Command Center",
"tags": [
"openclaw",
"grafana-lens",
"command-center"
],
"type": "dashboards",
"asDropdown": false,
"icon": "external link"
},
{
"title": "Session Explorer",
"tags": [
"openclaw",
"grafana-lens",
"session-explorer"
],
"type": "dashboards",
"asDropdown": false,
"icon": "external link"
},
{
"title": "SRE Operations",
"tags": [
"openclaw",
"grafana-lens",
"sre-operations"
],
"type": "dashboards",
"asDropdown": false,
"icon": "external link"
},
{
"title": "GenAI Observability",
"tags": [
"openclaw",
"grafana-lens",
"genai-observability"
],
"type": "dashboards",
"asDropdown": false,
"icon": "external link"
},
{
"title": "OpenClaw Dashboards",
"tags": [
"openclaw",
"grafana-lens"
],
"type": "dashboards",
"asDropdown": true,
"icon": "external link"
}
],
"annotations": {
"list": [
{
"builtIn": 1,
"datasource": {
"type": "grafana",
"uid": "-- Grafana --"
},
"enable": true,
"hide": true,
"iconColor": "rgba(0, 211, 255, 1)",
"name": "Annotations & Alerts",
"type": "dashboard"
}
]
},
"templating": {
"list": [
{
"name": "prometheus",
"label": "Prometheus",
"type": "datasource",
"query": "prometheus",
"current": {},
"hide": 0
},
{
"name": "loki",
"label": "Loki",
"type": "datasource",
"query": "loki",
"current": {},
"hide": 0
},
{
"name": "provider",
"label": "Provider",
"type": "query",
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"query": "label_values(openclaw_lens_cost_by_model_total, provider)",
"includeAll": true,
"allValue": ".*",
"current": {
"text": "All",
"value": "$__all"
},
"refresh": 2,
"multi": true,
"hide": 0
},
{
"name": "model",
"label": "Model",
"type": "query",
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"query": "label_values(openclaw_lens_cost_by_model_total{provider=~\"$provider\"}, model)",
"includeAll": true,
"allValue": ".*",
"current": {
"text": "All",
"value": "$__all"
},
"refresh": 2,
"multi": true,
"hide": 0
}
]
},
"panels": [
{
"id": 1,
"title": "Cost Overview",
"type": "row",
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 0
},
"collapsed": false,
"panels": []
},
{
"id": 2,
"title": "Today",
"description": "Today's accumulated cost.",
"type": "stat",
"gridPos": {
"h": 4,
"w": 4,
"x": 0,
"y": 1
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sum(increase(openclaw_lens_cost_by_model_total{provider=~\"$provider\", model=~\"$model\"}[1d])) or vector(0)",
"legendFormat": "today",
"refId": "A"
}
],
"fieldConfig": {
"defaults": {
"unit": "currencyUSD",
"decimals": 2,
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "yellow",
"value": 3
},
{
"color": "red",
"value": 5
}
]
},
"noValue": "$0.00"
}
},
"options": {
"graphMode": "area",
"colorMode": "background"
}
},
{
"id": 3,
"title": "Yesterday",
"description": "Total cost for the previous 24h period.",
"type": "stat",
"gridPos": {
"h": 4,
"w": 4,
"x": 4,
"y": 1
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sum(increase(openclaw_lens_cost_by_model_total{provider=~\"$provider\", model=~\"$model\"}[24h] offset 24h)) or vector(0)",
"legendFormat": "yesterday",
"refId": "A"
}
],
"fieldConfig": {
"defaults": {
"unit": "currencyUSD",
"decimals": 2,
"noValue": "$0.00"
}
},
"options": {
"graphMode": "area"
}
},
{
"id": 4,
"title": "7-Day Average",
"description": "Average daily cost over the past 7 days.",
"type": "stat",
"gridPos": {
"h": 4,
"w": 4,
"x": 8,
"y": 1
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "(sum(increase(openclaw_lens_cost_by_model_total{provider=~\"$provider\", model=~\"$model\"}[7d])) / 7) or vector(0)",
"legendFormat": "7d avg",
"refId": "A"
}
],
"fieldConfig": {
"defaults": {
"unit": "currencyUSD",
"decimals": 2,
"noValue": "$0.00"
}
},
"options": {
"graphMode": "area"
}
},
{
"id": 5,
"title": "30-Day Total",
"description": "Total accumulated cost over the past 30 days.",
"type": "stat",
"gridPos": {
"h": 4,
"w": 4,
"x": 12,
"y": 1
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sum(increase(openclaw_lens_cost_by_model_total{provider=~\"$provider\", model=~\"$model\"}[30d])) or vector(0)",
"legendFormat": "30d total",
"refId": "A"
}
],
"fieldConfig": {
"defaults": {
"unit": "currencyUSD",
"decimals": 2,
"noValue": "$0.00"
}
},
"options": {
"graphMode": "area"
}
},
{
"id": 6,
"title": "Cache Savings",
"description": "Estimated money saved by serving tokens from cache.",
"type": "stat",
"gridPos": {
"h": 4,
"w": 4,
"x": 16,
"y": 1
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "openclaw_lens_cache_savings_usd",
"legendFormat": "savings",
"refId": "A"
}
],
"fieldConfig": {
"defaults": {
"unit": "currencyUSD",
"decimals": 2,
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
}
]
},
"noValue": "$0.00"
}
},
"options": {
"graphMode": "area"
}
},
{
"id": 7,
"title": "Cost per Message",
"description": "Average cost per processed message over the selected range.",
"type": "stat",
"gridPos": {
"h": 4,
"w": 4,
"x": 20,
"y": 1
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sum(increase(openclaw_lens_cost_by_model_total{provider=~\"$provider\", model=~\"$model\"}[$__range])) / sum(increase(openclaw_lens_messages_processed_total[$__range]))",
"legendFormat": "$/msg",
"refId": "A"
}
],
"fieldConfig": {
"defaults": {
"unit": "currencyUSD",
"decimals": 4,
"noValue": "No messages yet"
}
},
"options": {
"graphMode": "area"
}
},
{
"id": 24,
"title": "Burn Rate",
"description": "Current spending velocity projected to hourly rate.",
"type": "stat",
"gridPos": {
"h": 4,
"w": 6,
"x": 0,
"y": 5
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sum(rate(openclaw_lens_cost_by_model_total{provider=~\"$provider\", model=~\"$model\"}[5m])) * 3600",
"legendFormat": "$/hr",
"refId": "A"
}
],
"fieldConfig": {
"defaults": {
"unit": "currencyUSD",
"decimals": 3,
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "yellow",
"value": 0.5
},
{
"color": "red",
"value": 2
}
]
},
"noValue": "$0.000"
}
},
"options": {
"graphMode": "area",
"colorMode": "background"
}
},
{
"id": 25,
"title": "Cost Velocity ($/min)",
"description": "Real-time cost rate: total spend per minute (bold line) with per-model breakdown.",
"type": "timeseries",
"gridPos": {
"h": 4,
"w": 18,
"x": 6,
"y": 5
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sum(rate(openclaw_lens_cost_by_model_total{provider=~\"$provider\", model=~\"$model\"}[5m])) * 60",
"legendFormat": "total $/min",
"refId": "A"
},
{
"expr": "sum by (model) (rate(openclaw_lens_cost_by_model_total{provider=~\"$provider\", model=~\"$model\"}[5m])) * 60",
"legendFormat": "{{model}}",
"refId": "B"
}
],
"fieldConfig": {
"defaults": {
"unit": "currencyUSD",
"custom": {
"drawStyle": "line",
"fillOpacity": 10,
"spanNulls": true
}
},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "total $/min"
},
"properties": [
{
"id": "custom.lineWidth",
"value": 3
},
{
"id": "color",
"value": {
"fixedColor": "red",
"mode": "fixed"
}
}
]
}
]
},
"options": {
"legend": {
"displayMode": "table",
"placement": "bottom",
"calcs": [
"lastNotNull",
"mean",
"max"
]
}
}
},
{
"id": 8,
"title": "Spending Trends",
"type": "row",
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 9
},
"collapsed": false,
"panels": []
},
{
"id": 9,
"title": "Daily Cost Trend",
"description": "Daily cost bars with a 7-day moving average overlay line.",
"type": "timeseries",
"gridPos": {
"h": 8,
"w": 16,
"x": 0,
"y": 10
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sum(increase(openclaw_lens_cost_by_model_total{provider=~\"$provider\", model=~\"$model\"}[1d]))",
"legendFormat": "daily cost",
"refId": "A",
"interval": "1d"
},
{
"expr": "avg_over_time(sum(increase(openclaw_lens_cost_by_model_total{provider=~\"$provider\", model=~\"$model\"}[1d]))[7d:1d])",
"legendFormat": "7d moving avg",
"refId": "B",
"interval": "1d"
}
],
"fieldConfig": {
"defaults": {
"unit": "currencyUSD",
"custom": {
"drawStyle": "bars",
"fillOpacity": 50,
"spanNulls": true
}
},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "daily cost"
},
"properties": [
{
"id": "color",
"value": {
"fixedColor": "blue",
"mode": "fixed"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "7d moving avg"
},
"properties": [
{
"id": "custom.drawStyle",
"value": "line"
},
{
"id": "custom.fillOpacity",
"value": 0
},
{
"id": "custom.lineWidth",
"value": 2
},
{
"id": "color",
"value": {
"fixedColor": "orange",
"mode": "fixed"
}
}
]
}
]
},
"options": {
"legend": {
"displayMode": "table",
"placement": "bottom",
"calcs": [
"lastNotNull",
"mean",
"max"
]
}
}
},
{
"id": 10,
"title": "Cost by Model (Ranked)",
"description": "Which models dominate your spend? Horizontal bar gauge sorted by total cost over the selected range.",
"type": "bargauge",
"gridPos": {
"h": 8,
"w": 8,
"x": 16,
"y": 10
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sort_desc(sum by (model) (increase(openclaw_lens_cost_by_model_total{provider=~\"$provider\", model=~\"$model\"}[$__range])))",
"legendFormat": "{{model}}",
"refId": "A",
"instant": true
}
],
"fieldConfig": {
"defaults": {
"unit": "currencyUSD",
"decimals": 2,
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "yellow",
"value": 5
},
{
"color": "red",
"value": 20
}
]
}
}
},
"options": {
"orientation": "horizontal",
"displayMode": "gradient",
"showUnfilled": false,
"reduceOptions": {
"calcs": [
"lastNotNull"
]
}
}
},
{
"id": 11,
"title": "Cost Attribution",
"type": "row",
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 18
},
"collapsed": false,
"panels": []
},
{
"id": 12,
"title": "By Model",
"description": "Cost distribution across models.",
"type": "piechart",
"gridPos": {
"h": 8,
"w": 8,
"x": 0,
"y": 19
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sum by (model) (increase(openclaw_lens_cost_by_model_total{provider=~\"$provider\", model=~\"$model\"}[$__range]))",
"legendFormat": "{{model}}",
"refId": "A",
"instant": true
}
],
"fieldConfig": {
"defaults": {
"unit": "currencyUSD"
}
},
"options": {
"reduceOptions": {
"calcs": [
"lastNotNull"
]
},
"pieType": "donut",
"legend": {
"displayMode": "table",
"placement": "right",
"values": [
"value",
"percent"
]
}
}
},
{
"id": 13,
"title": "By Provider",
"description": "Cost distribution across providers.",
"type": "piechart",
"gridPos": {
"h": 8,
"w": 8,
"x": 8,
"y": 19
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sum by (provider) (increase(openclaw_lens_cost_by_model_total{provider=~\"$provider\"}[$__range]))",
"legendFormat": "{{provider}}",
"refId": "A",
"instant": true
}
],
"fieldConfig": {
"defaults": {
"unit": "currencyUSD"
}
},
"options": {
"reduceOptions": {
"calcs": [
"lastNotNull"
]
},
"pieType": "donut",
"legend": {
"displayMode": "table",
"placement": "right",
"values": [
"value",
"percent"
]
}
}
},
{
"id": 14,
"title": "By Token Type",
"description": "Cost distribution by token type (input, output, cache_read, cache_write).",
"type": "piechart",
"gridPos": {
"h": 8,
"w": 8,
"x": 16,
"y": 19
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sum by (token_type) (increase(openclaw_lens_cost_by_token_type_total[$__range]))",
"legendFormat": "{{token_type}}",
"refId": "A",
"instant": true
}
],
"fieldConfig": {
"defaults": {
"unit": "currencyUSD"
}
},
"options": {
"reduceOptions": {
"calcs": [
"lastNotNull"
]
},
"pieType": "donut",
"legend": {
"displayMode": "table",
"placement": "right",
"values": [
"value",
"percent"
]
}
}
},
{
"id": 15,
"title": "Token Efficiency",
"type": "row",
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 27
},
"collapsed": false,
"panels": []
},
{
"id": 16,
"title": "Cache vs Fresh Input Tokens",
"description": "Stacked area: fresh input vs cache read tokens. Higher cache reads = lower effective cost per token.",
"type": "timeseries",
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 28
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sum by (gen_ai_token_type) (rate(gen_ai_client_token_usage_sum{gen_ai_token_type=~\"input|cache_read_input\"}[$__rate_interval]))",
"legendFormat": "{{gen_ai_token_type}}",
"refId": "A"
}
],
"fieldConfig": {
"defaults": {
"unit": "locale",
"custom": {
"stacking": {
"mode": "normal"
},
"fillOpacity": 30,
"spanNulls": true
}
},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "input"
},
"properties": [
{
"id": "color",
"value": {
"fixedColor": "red",
"mode": "fixed"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "cache_read_input"
},
"properties": [
{
"id": "color",
"value": {
"fixedColor": "green",
"mode": "fixed"
}
}
]
}
]
},
"options": {
"legend": {
"displayMode": "table",
"placement": "bottom",
"calcs": [
"lastNotNull",
"mean",
"max"
]
}
}
},
{
"id": 17,
"title": "Cache Hit Ratio + Savings",
"description": "Dual-axis: cache hit ratio (left, area) + cumulative savings USD (right, line).",
"type": "timeseries",
"gridPos": {
"h": 8,
"w": 12,
"x": 12,
"y": 28
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "openclaw_lens_cache_token_ratio * 100",
"legendFormat": "cache hit %",
"refId": "A"
},
{
"expr": "openclaw_lens_cache_savings_usd",
"legendFormat": "savings (USD)",
"refId": "B"
}
],
"fieldConfig": {
"defaults": {
"unit": "percent",
"custom": {
"drawStyle": "line",
"fillOpacity": 20,
"spanNulls": true
}
},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "cache hit %"
},
"properties": [
{
"id": "color",
"value": {
"fixedColor": "green",
"mode": "fixed"
}
},
{
"id": "custom.fillOpacity",
"value": 20
}
]
},
{
"matcher": {
"id": "byName",
"options": "savings (USD)"
},
"properties": [
{
"id": "custom.axisPlacement",
"value": "right"
},
{
"id": "custom.fillOpacity",
"value": 0
},
{
"id": "custom.lineWidth",
"value": 2
},
{
"id": "unit",
"value": "currencyUSD"
},
{
"id": "color",
"value": {
"fixedColor": "blue",
"mode": "fixed"
}
}
]
}
]
},
"options": {
"legend": {
"displayMode": "table",
"placement": "bottom",
"calcs": [
"lastNotNull",
"mean",
"max"
]
}
}
},
{
"id": 18,
"title": "Cost per Session",
"type": "row",
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 36
},
"collapsed": false,
"panels": []
},
{
"id": 19,
"title": "Session Cost Breakdown",
"description": "Per-session cost breakdown from Loki usage summaries. Sorted by cost descending to identify expensive sessions. Click session_id to investigate in Session Explorer.",
"type": "table",
"gridPos": {
"h": 10,
"w": 24,
"x": 0,
"y": 37
},
"datasource": {
"type": "loki",
"uid": "$loki"
},
"targets": [
{
"expr": "{service_name=\"openclaw\"} | event_name=\"usage.session_summary\" | openclaw_summary_type=\"final\"",
"refId": "A"
}
],
"transformations": [
{
"id": "extractFields",
"options": {
"source": "labels",
"format": "auto"
}
},
{
"id": "organize",
"options": {
"excludeByName": {
"Line": true,
"id": true,
"tsNs": true,
"labels": true,
"labelTypes": true,
"flags": true,
"event_domain": true,
"event_name": true,
"component": true,
"trace_id": true,
"span_id": true,
"service_name": true,
"severity_number": true,
"severity_text": true,
"detected_level": true,
"body": true,
"resources_openclaw_session_key": true,
"openclaw_session_key": true,
"openclaw_summary_type": true,
"openclaw_run_id": true,
"openclaw_channel": true,
"openclaw_agent_id": true,
"openclaw_is_subagent": true,
"openclaw_parent_session_id": true,
"openclaw_child_count": true,
"openclaw_active_duration_ms": true,
"openclaw_latency_avg_ms": true,
"openclaw_latency_min_ms": true,
"openclaw_latency_max_ms": true,
"openclaw_latency_p95_ms": true,
"openclaw_latency_count": true,
"openclaw_messages_errors": true,
"openclaw_messages_tool_calls": true,
"openclaw_messages_tool_results": true,
"openclaw_messages_user": true,
"openclaw_messages_assistant": true,
"openclaw_messages_total": true,
"openclaw_tokens_input": true,
"openclaw_tokens_output": true,
"openclaw_tokens_cache_read": true,
"openclaw_tokens_cache_write": true,
"openclaw_tools_unique_count": true,
"openclaw_tools_top": true,
"openclaw_cost_input": true,
"openclaw_cost_output": true,
"openclaw_cost_cache_read": true,
"openclaw_cost_cache_write": true,
"openclaw_cache_savings_usd": true
},
"indexByName": {
"Time": 0,
"openclaw_session_id": 1,
"gen_ai_request_model": 2,
"gen_ai_provider_name": 3,
"openclaw_cost_total": 4,
"openclaw_tokens_total": 5,
"openclaw_cache_hit_ratio": 6,
"openclaw_tools_total_calls": 7,
"openclaw_duration_ms": 8
}
}
}
],
"fieldConfig": {
"defaults": {},
"overrides": [
{
"matcher": {
"id": "byName",
"options": "openclaw_session_id"
},
"properties": [
{
"id": "displayName",
"value": "Session ID"
},
{
"id": "links",
"value": [
{
"title": "Explore session",
"url": "/d/openclaw-session-explorer/session-explorer?var-session=${__value.text}&${__url_time_range}",
"targetBlank": true
}
]
}
]
},
{
"matcher": {
"id": "byName",
"options": "openclaw_duration_ms"
},
"properties": [
{
"id": "displayName",
"value": "Duration"
},
{
"id": "unit",
"value": "ms"
}
]
},
{
"matcher": {
"id": "byName",
"options": "gen_ai_request_model"
},
"properties": [
{
"id": "displayName",
"value": "Model"
},
{
"id": "custom.width",
"value": 140
}
]
},
{
"matcher": {
"id": "byName",
"options": "gen_ai_provider_name"
},
"properties": [
{
"id": "displayName",
"value": "Provider"
},
{
"id": "custom.width",
"value": 100
}
]
},
{
"matcher": {
"id": "byName",
"options": "openclaw_cache_hit_ratio"
},
"properties": [
{
"id": "displayName",
"value": "Cache %"
},
{
"id": "unit",
"value": "percentunit"
},
{
"id": "decimals",
"value": 0
},
{
"id": "custom.width",
"value": 80
},
{
"id": "thresholds",
"value": {
"mode": "absolute",
"steps": [
{
"color": "red",
"value": null
},
{
"color": "yellow",
"value": 0.2
},
{
"color": "green",
"value": 0.5
}
]
}
},
{
"id": "custom.cellOptions",
"value": {
"type": "color-background",
"mode": "basic"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "openclaw_cost_total"
},
"properties": [
{
"id": "displayName",
"value": "Cost"
},
{
"id": "unit",
"value": "currencyUSD"
},
{
"id": "thresholds",
"value": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "yellow",
"value": 0.5
},
{
"color": "red",
"value": 2
}
]
}
},
{
"id": "custom.cellOptions",
"value": {
"type": "color-background",
"mode": "basic"
}
}
]
},
{
"matcher": {
"id": "byName",
"options": "openclaw_tokens_total"
},
"properties": [
{
"id": "displayName",
"value": "Tokens"
},
{
"id": "unit",
"value": "short"
}
]
},
{
"matcher": {
"id": "byName",
"options": "openclaw_tools_total_calls"
},
"properties": [
{
"id": "displayName",
"value": "Tool Calls"
},
{
"id": "unit",
"value": "short"
}
]
}
]
},
"options": {
"showHeader": true,
"sortBy": [
{
"displayName": "Cost",
"desc": true
}
]
}
},
{
"id": 20,
"title": "GenAI Cost Analytics",
"type": "row",
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 47
},
"collapsed": false,
"panels": []
},
{
"id": 21,
"title": "Projected Monthly Cost",
"description": "Forward projection of monthly cost based on the last 24 hours. Green <$50, yellow <$100, red >$100.",
"type": "stat",
"gridPos": {
"h": 6,
"w": 8,
"x": 0,
"y": 48
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sum(increase(openclaw_lens_cost_by_model_total{provider=~\"$provider\", model=~\"$model\"}[24h])) * 30",
"legendFormat": "projected",
"refId": "A"
}
],
"fieldConfig": {
"defaults": {
"unit": "currencyUSD",
"decimals": 2,
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "yellow",
"value": 50
},
{
"color": "red",
"value": 100
}
]
},
"noValue": "$0.00"
}
},
"options": {
"graphMode": "none",
"colorMode": "background"
}
},
{
"id": 22,
"title": "Token Efficiency",
"description": "Total tokens consumed per dollar spent over the selected range. Higher = more efficient.",
"type": "stat",
"gridPos": {
"h": 6,
"w": 8,
"x": 8,
"y": 48
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sum(increase(gen_ai_client_token_usage_sum[$__range])) / clamp_min(sum(increase(openclaw_lens_cost_by_model_total{provider=~\"$provider\", model=~\"$model\"}[$__range])), 0.001)",
"legendFormat": "tokens/$",
"refId": "A"
}
],
"fieldConfig": {
"defaults": {
"unit": "locale",
"decimals": 0,
"noValue": "N/A"
}
},
"options": {
"graphMode": "none"
}
},
{
"id": 23,
"title": "Time by Operation",
"description": "Total time spent per operation type: chat (LLM calls), execute_tool, invoke_agent. Longer time = proportionally more cost.",
"type": "piechart",
"gridPos": {
"h": 6,
"w": 8,
"x": 16,
"y": 48
},
"datasource": {
"type": "prometheus",
"uid": "$prometheus"
},
"targets": [
{
"expr": "sum by (gen_ai_operation_name) (increase(gen_ai_client_operation_duration_seconds_sum[$__range]))",
"legendFormat": "{{gen_ai_operation_name}}",
"refId": "A",
"instant": true
}
],
"fieldConfig": {
"defaults": {
"unit": "s"
}
},
"options": {
"reduceOptions": {
"calcs": [
"lastNotNull"