SysDeck/klanker-gate/deploy/observability/dashboards/frosty-gateway.json

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{
"annotations": {
"list": [
{
"builtIn": 1,
"datasource": {
"type": "grafana",
"uid": "-- Grafana --"
},
"enable": true,
"hide": true,
"iconColor": "rgba(0, 211, 255, 1)",
"name": "Annotations & Alerts",
"type": "dashboard"
}
]
},
"editable": true,
"fiscalYearStartMonth": 0,
"graphTooltip": 1,
"id": null,
"links": [],
"liveNow": false,
"panels": [
{
"id": 1,
"type": "timeseries",
"title": "Request Volume (req/s)",
"description": "Per-second HTTP request rate from frosty_requests_total, broken out by route and status.",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 0
},
"fieldConfig": {
"defaults": {
"unit": "reqps",
"color": {
"mode": "palette-classic"
},
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"lineWidth": 1,
"fillOpacity": 10,
"showPoints": "never",
"spanNulls": false,
"stacking": {
"mode": "none",
"group": "A"
},
"axisPlacement": "auto"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "table",
"placement": "bottom",
"calcs": [
"mean",
"lastNotNull"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "sum by (route, status) (rate(frosty_requests_total[$__rate_interval]))",
"legendFormat": "{{route}} {{status}}"
}
]
},
{
"id": 2,
"type": "timeseries",
"title": "Request Latency percentiles (ms)",
"description": "frosty_request_duration_ms summary, plotted by pre-computed quantile (p50 / p95 / p99) per route.",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 12,
"x": 12,
"y": 0
},
"fieldConfig": {
"defaults": {
"unit": "ms",
"color": {
"mode": "palette-classic"
},
"custom": {
"drawStyle": "line",
"lineInterpolation": "linear",
"lineWidth": 1,
"fillOpacity": 0,
"showPoints": "never",
"spanNulls": true,
"stacking": {
"mode": "none",
"group": "A"
},
"axisPlacement": "auto"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "table",
"placement": "bottom",
"calcs": [
"max",
"lastNotNull"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "frosty_request_duration_ms{quantile=\"0.50\"}",
"legendFormat": "{{route}} p50"
},
{
"refId": "B",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "frosty_request_duration_ms{quantile=\"0.95\"}",
"legendFormat": "{{route}} p95"
},
{
"refId": "C",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "frosty_request_duration_ms{quantile=\"0.99\"}",
"legendFormat": "{{route}} p99"
}
]
},
{
"id": 3,
"type": "timeseries",
"title": "Input vs Output Tokens by Model (tokens/s)",
"description": "Token throughput: rate of frosty_input_tokens_total and frosty_output_tokens_total, summed per model.",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 8
},
"fieldConfig": {
"defaults": {
"unit": "short",
"color": {
"mode": "palette-classic"
},
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"lineWidth": 1,
"fillOpacity": 10,
"showPoints": "never",
"spanNulls": false,
"stacking": {
"mode": "none",
"group": "A"
},
"axisPlacement": "auto"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "table",
"placement": "bottom",
"calcs": [
"mean",
"lastNotNull"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "sum by (model) (rate(frosty_input_tokens_total[$__rate_interval]))",
"legendFormat": "in {{model}}"
},
{
"refId": "B",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "sum by (model) (rate(frosty_output_tokens_total[$__rate_interval]))",
"legendFormat": "out {{model}}"
}
]
},
{
"id": 4,
"type": "timeseries",
"title": "LLM Cost Rate by Model (USD/s)",
"description": "Spend velocity in USD per second, from the rate of the frosty_llm_cost_usd_total counter, per provider and model.",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 12,
"x": 12,
"y": 8
},
"fieldConfig": {
"defaults": {
"unit": "currencyUSD",
"decimals": 6,
"color": {
"mode": "palette-classic"
},
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"lineWidth": 1,
"fillOpacity": 15,
"showPoints": "never",
"spanNulls": false,
"stacking": {
"mode": "normal",
"group": "A"
},
"axisPlacement": "auto"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "table",
"placement": "bottom",
"calcs": [
"mean",
"lastNotNull"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "sum by (provider, model) (rate(frosty_llm_cost_usd_total[$__rate_interval]))",
"legendFormat": "{{provider}}/{{model}}"
}
]
},
{
"id": 5,
"type": "stat",
"title": "Total Cost (USD)",
"description": "Cumulative global spend since process start, from the frosty_cost_usd_total counter.",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 8,
"x": 0,
"y": 16
},
"fieldConfig": {
"defaults": {
"unit": "currencyUSD",
"decimals": 4,
"color": {
"mode": "fixed",
"fixedColor": "green"
},
"mappings": []
},
"overrides": []
},
"options": {
"reduceOptions": {
"calcs": [
"lastNotNull"
],
"fields": "",
"values": false
},
"colorMode": "value",
"graphMode": "area",
"justifyMode": "auto",
"orientation": "auto",
"textMode": "auto"
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "frosty_cost_usd_total",
"legendFormat": "total",
"instant": true
}
]
},
{
"id": 6,
"type": "gauge",
"title": "Cache Hit Ratio",
"description": "hit / (hit + miss) over the current rate window, from frosty_cache_events_total. Shows No data when there is no cache traffic.",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 8,
"x": 8,
"y": 16
},
"fieldConfig": {
"defaults": {
"unit": "percentunit",
"min": 0,
"max": 1,
"decimals": 1,
"color": {
"mode": "thresholds"
},
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "red",
"value": null
},
{
"color": "yellow",
"value": 0.5
},
{
"color": "green",
"value": 0.8
}
]
}
},
"overrides": []
},
"options": {
"reduceOptions": {
"calcs": [
"lastNotNull"
],
"fields": "",
"values": false
},
"orientation": "auto",
"showThresholdLabels": false,
"showThresholdMarkers": true
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "sum(rate(frosty_cache_events_total{result=\"hit\"}[$__rate_interval])) / sum(rate(frosty_cache_events_total[$__rate_interval]))",
"legendFormat": "hit ratio",
"instant": true
}
]
},
{
"id": 7,
"type": "timeseries",
"title": "LLM Requests by Status Class (req/s)",
"description": "Success vs error mix: rate of frosty_llm_requests_total summed by status_class (for example 2xx / 4xx / 5xx).",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 8,
"x": 16,
"y": 16
},
"fieldConfig": {
"defaults": {
"unit": "reqps",
"color": {
"mode": "palette-classic"
},
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"lineWidth": 1,
"fillOpacity": 25,
"showPoints": "never",
"spanNulls": false,
"stacking": {
"mode": "normal",
"group": "A"
},
"axisPlacement": "auto"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "list",
"placement": "bottom",
"calcs": []
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "sum by (status_class) (rate(frosty_llm_requests_total[$__rate_interval]))",
"legendFormat": "{{status_class}}"
}
]
},
{
"id": 8,
"type": "timeseries",
"title": "Cache Events by Result (events/s)",
"description": "Cache hit vs miss throughput: rate of frosty_cache_events_total summed by result.",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 24
},
"fieldConfig": {
"defaults": {
"unit": "short",
"color": {
"mode": "palette-classic"
},
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"lineWidth": 1,
"fillOpacity": 15,
"showPoints": "never",
"spanNulls": false,
"stacking": {
"mode": "none",
"group": "A"
},
"axisPlacement": "auto"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "list",
"placement": "bottom",
"calcs": []
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "sum by (result) (rate(frosty_cache_events_total[$__rate_interval]))",
"legendFormat": "{{result}}"
}
]
},
{
"id": 9,
"type": "row",
"title": "Streaming latency (frosty_stream_*_latency_ms)",
"collapsed": false,
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 32
},
"panels": []
},
{
"id": 10,
"type": "timeseries",
"title": "Time to First Token (ms)",
"description": "Percentiles from the frosty_stream_first_token_latency_ms histogram - how long a streamed response takes to emit its first token. This histogram had no panel before.",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 33
},
"fieldConfig": {
"defaults": {
"unit": "ms",
"color": {
"mode": "palette-classic"
},
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"lineWidth": 1,
"fillOpacity": 10,
"showPoints": "never",
"spanNulls": false,
"stacking": {
"mode": "none",
"group": "A"
},
"axisPlacement": "auto"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "table",
"placement": "bottom",
"calcs": [
"mean",
"lastNotNull"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "histogram_quantile(0.50, sum by (le) (rate(frosty_stream_first_token_latency_ms_bucket[$__rate_interval])))",
"legendFormat": "p50"
},
{
"refId": "B",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "histogram_quantile(0.95, sum by (le) (rate(frosty_stream_first_token_latency_ms_bucket[$__rate_interval])))",
"legendFormat": "p95"
},
{
"refId": "C",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "histogram_quantile(0.99, sum by (le) (rate(frosty_stream_first_token_latency_ms_bucket[$__rate_interval])))",
"legendFormat": "p99"
},
{
"refId": "D",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "rate(frosty_stream_first_token_latency_ms_sum[$__rate_interval]) / rate(frosty_stream_first_token_latency_ms_count[$__rate_interval])",
"legendFormat": "mean"
}
]
},
{
"id": 11,
"type": "timeseries",
"title": "Inter-Token Latency (ms)",
"description": "Percentiles from the frosty_stream_inter_token_latency_ms histogram - the gap between successive streamed tokens. This histogram had no panel before.",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 12,
"x": 12,
"y": 33
},
"fieldConfig": {
"defaults": {
"unit": "ms",
"color": {
"mode": "palette-classic"
},
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"lineWidth": 1,
"fillOpacity": 10,
"showPoints": "never",
"spanNulls": false,
"stacking": {
"mode": "none",
"group": "A"
},
"axisPlacement": "auto"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "table",
"placement": "bottom",
"calcs": [
"mean",
"lastNotNull"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "histogram_quantile(0.50, sum by (le) (rate(frosty_stream_inter_token_latency_ms_bucket[$__rate_interval])))",
"legendFormat": "p50"
},
{
"refId": "B",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "histogram_quantile(0.95, sum by (le) (rate(frosty_stream_inter_token_latency_ms_bucket[$__rate_interval])))",
"legendFormat": "p95"
},
{
"refId": "C",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "histogram_quantile(0.99, sum by (le) (rate(frosty_stream_inter_token_latency_ms_bucket[$__rate_interval])))",
"legendFormat": "p99"
},
{
"refId": "D",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "rate(frosty_stream_inter_token_latency_ms_sum[$__rate_interval]) / rate(frosty_stream_inter_token_latency_ms_count[$__rate_interval])",
"legendFormat": "mean"
}
]
},
{
"id": 12,
"type": "heatmap",
"title": "TTFT distribution (heatmap)",
"description": "Full bucket distribution of frosty_stream_first_token_latency_ms, not just percentiles - shows bimodality that a p95 line hides.",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 41
},
"options": {
"calculate": false,
"cellGap": 1,
"color": {
"mode": "scheme",
"scheme": "Turbo",
"steps": 64,
"reverse": false,
"exponent": 0.5,
"fill": "dark-orange"
},
"yAxis": {
"unit": "ms",
"axisPlacement": "left"
},
"legend": {
"show": true
},
"tooltip": {
"show": true,
"yHistogram": true
},
"rowsFrame": {
"layout": "auto"
},
"cellValues": {},
"exemplars": {
"color": "rgba(255,0,255,0.7)"
},
"filterValues": {
"le": 1e-09
}
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "sum by (le) (rate(frosty_stream_first_token_latency_ms_bucket[$__rate_interval]))",
"format": "heatmap",
"legendFormat": "{{le}}"
}
]
},
{
"id": 13,
"type": "timeseries",
"title": "Streamed responses (streams/s)",
"description": "Rate of completed streams from each histogram's _count series. Confirms whether the latency panels above have traffic behind them.",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 12,
"x": 12,
"y": 41
},
"fieldConfig": {
"defaults": {
"unit": "reqps",
"color": {
"mode": "palette-classic"
},
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"lineWidth": 1,
"fillOpacity": 10,
"showPoints": "never",
"spanNulls": false,
"stacking": {
"mode": "none",
"group": "A"
},
"axisPlacement": "auto"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "table",
"placement": "bottom",
"calcs": [
"mean",
"lastNotNull"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "rate(frosty_stream_first_token_latency_ms_count[$__rate_interval])",
"legendFormat": "streams (first token)"
},
{
"refId": "B",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "rate(frosty_stream_inter_token_latency_ms_count[$__rate_interval])",
"legendFormat": "token gaps"
}
]
},
{
"id": 14,
"type": "row",
"title": "Request throughput and internal counters",
"collapsed": false,
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 49
},
"panels": []
},
{
"id": 15,
"type": "timeseries",
"title": "Request Rate by Route (req/s)",
"description": "Derived from frosty_request_duration_ms_count, the summary's observation count. Complements the status-labelled frosty_requests_total panel and was previously unused.",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 50
},
"fieldConfig": {
"defaults": {
"unit": "reqps",
"color": {
"mode": "palette-classic"
},
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"lineWidth": 1,
"fillOpacity": 10,
"showPoints": "never",
"spanNulls": false,
"stacking": {
"mode": "none",
"group": "A"
},
"axisPlacement": "auto"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "table",
"placement": "bottom",
"calcs": [
"mean",
"lastNotNull"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "sum by (route) (rate(frosty_request_duration_ms_count[$__rate_interval]))",
"legendFormat": "{{route}}"
}
]
},
{
"id": 16,
"type": "timeseries",
"title": "Internal Counters (events/s)",
"description": "frosty_counter{name} is the gateway's generic named-counter series (plugin events, governance denials, fallback reroutes, anything registered at runtime). It had no panel at all, so those events were invisible.",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 12,
"x": 12,
"y": 50
},
"fieldConfig": {
"defaults": {
"unit": "cps",
"color": {
"mode": "palette-classic"
},
"custom": {
"drawStyle": "line",
"lineInterpolation": "smooth",
"lineWidth": 1,
"fillOpacity": 10,
"showPoints": "never",
"spanNulls": false,
"stacking": {
"mode": "none",
"group": "A"
},
"axisPlacement": "auto"
}
},
"overrides": []
},
"options": {
"legend": {
"displayMode": "table",
"placement": "bottom",
"calcs": [
"mean",
"lastNotNull"
]
},
"tooltip": {
"mode": "multi",
"sort": "desc"
}
},
"targets": [
{
"refId": "A",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "sum by (name) (rate(frosty_counter[$__rate_interval]))",
"legendFormat": "{{name}}"
}
]
},
{
"id": 17,
"type": "table",
"title": "Internal Counters (totals)",
"description": "Cumulative value of every frosty_counter series, so counters that fire rarely are still visible.",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 58
},
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}
},
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},
"options": {
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{
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"displayName": "Value"
}
]
},
"targets": [
{
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"datasource": {
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"uid": "${DS_PROMETHEUS}"
},
"expr": "sum by (name) (frosty_counter)",
"format": "table",
"instant": true,
"legendFormat": "{{name}}"
}
]
},
{
"id": 18,
"type": "timeseries",
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},
"gridPos": {
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},
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"color": {
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},
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"fillOpacity": 10,
"showPoints": "never",
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"stacking": {
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"group": "A"
},
"axisPlacement": "auto"
}
},
"overrides": []
},
"options": {
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"placement": "bottom",
"calcs": [
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]
},
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}
},
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{
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},
"expr": "sum(rate(frosty_input_tokens_total[$__rate_interval]))",
"legendFormat": "input"
},
{
"refId": "B",
"datasource": {
"type": "prometheus",
"uid": "${DS_PROMETHEUS}"
},
"expr": "sum(rate(frosty_output_tokens_total[$__rate_interval]))",
"legendFormat": "output"
}
]
}
],
"refresh": "30s",
"schemaVersion": 39,
"tags": [
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"gateway",
"llm",
"prometheus"
],
"templating": {
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{
"current": {
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"text": "Prometheus",
"value": "prometheus"
},
"hide": 0,
"includeAll": false,
"label": "Datasource",
"multi": false,
"name": "DS_PROMETHEUS",
"options": [],
"query": "prometheus",
"queryValue": "",
"refresh": 1,
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}
]
},
"time": {
"from": "now-6h",
"to": "now"
},
"timepicker": {},
"timezone": "",
"title": "Frosty Gateway Observability",
"uid": "frosty-gateway-observability",
"version": 2,
"weekStart": ""
}