SigNoz dashboard for claude code metrics including time leverage and cost leverage metrics.

The SigNoz dashboard is designed to monitor Claude Code usage, tracking metrics such as costs, tokens, and productivity. The dashboard layout includes panels for session count, active time, lines of code, token usage by type and model, and specific metrics like time leverage and cost leverage. It provides a comprehensive view of Claude Code's performance and efficiency through various visual panels and data rows.

Created December 14, 2025 00:43 - - Save mikelane/59d89da1c387f3470f488388dd3ce120 to your computer and use it in GitHub Desktop. SigNoz dashboard for claude code metrics including time leverage and cost leverage metrics. This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters. Learn more about bidirectional Unicode characters https://github.co/hiddenchars | { | | | "description": "Monitor Claude Code usage, costs, tokens, and productivity metrics", | | | "layout": | | | { | | | "h": 1, | | | "i": "row-overview", | | | "moved": false, | | | "static": false, | | | "w": 12, | | | "x": 0, | | | "y": 0 | | | }, | | | { | | | "h": 2, | | | "i": "session-count", | | | "moved": false, | | | "static": false, | | | "w": 2, | | | "x": 0, | | | "y": 1 | | | }, | | | { | | | "h": 2, | | | "i": "active-time", | | | "moved": false, | | | "static": false, | | | "w": 2, | | | "x": 2, | | | "y": 1 | | | }, | | | { | | | "h": 2, | | | "i": "lines-of-code", | | | "moved": false, | | | "static": false, | | | "w": 2, | | | "x": 4, | | | "y": 1 | | | }, | | | { | | | "h": 2, | | | "i": "tool-decisions", | | | "moved": false, | | | "static": false, | | | "w": 2, | | | "x": 6, | | | "y": 1 | | | }, | | | { | | | "h": 2, | | | "i": "commits", | | | "moved": false, | | | "static": false, | | | "w": 2, | | | "x": 8, | | | "y": 1 | | | }, | | | { | | | "h": 2, | | | "i": "pull-requests", | | | "moved": false, | | | "static": false, | | | "w": 2, | | | "x": 10, | | | "y": 1 | | | }, | | | { | | | "h": 5, | | | "i": "token-usage", | | | "moved": false, | | | "static": false, | | | "w": 6, | | | "x": 0, | | | "y": 3 | | | }, | | | { | | | "h": 5, | | | "i": "cost-usage", | | | "moved": false, | | | "static": false, | | | "w": 6, | | | "x": 6, | | | "y": 3 | | | }, | | | { | | | "h": 1, | | | "i": " dropping-elem ", | | | "isDraggable": true, | | | "moved": false, | | | "static": false, | | | "w": 1, | | | "x": 5, | | | "y": 8 | | | }, | | | { | | | "h": 1, | | | "i": "row-tokens", | | | "moved": false, | | | "static": false, | | | "w": 12, | | | "x": 0, | | | "y": 9 | | | }, | | | { | | | "h": 4, | | | "i": "token-by-type", | | | "moved": false, | | | "static": false, | | | "w": 6, | | | "x": 0, | | | "y": 10 | | | }, | | | { | | | "h": 4, | | | "i": "token-by-model", | | | "moved": false, | | | "static": false, | | | "w": 6, | | | "x": 6, | | | "y": 10 | | | }, | | | { | | | "h": 1, | | | "i": "row-productivity", | | | "moved": false, | | | "static": false, | | | "w": 12, | | | "x": 0, | | | "y": 14 | | | }, | | | { | | | "h": 4, | | | "i": "cost-by-model", | | | "moved": false, | | | "static": false, | | | "w": 6, | | | "x": 0, | | | "y": 15 | | | }, | | | { | | | "h": 4, | | | "i": "cli-vs-user-time", | | | "moved": false, | | | "static": false, | | | "w": 6, | | | "x": 6, | | | "y": 15 | | | }, | | | { | | | "h": 4, | | | "i": "cache-efficiency", | | | "moved": false, | | | "static": false, | | | "w": 6, | | | "x": 0, | | | "y": 19 | | | }, | | | { | | | "h": 4, | | | "i": "peak-leverage", | | | "moved": false, | | | "static": false, | | | "w": 2, | | | "x": 6, | | | "y": 19 | | | }, | | | { | | | "h": 4, | | | "i": "productivity-ratio", | | | "moved": false, | | | "static": false, | | | "w": 4, | | | "x": 8, | | | "y": 19 | | | }, | | | { | | | "h": 1, | | | "i": "row-cost", | | | "moved": false, | | | "static": false, | | | "w": 12, | | | "x": 0, | | | "y": 23 | | | }, | | | { | | | "h": 4, | | | "i": "api-cost", | | | "moved": false, | | | "static": false, | | | "w": 2, | | | "x": 0, | | | "y": 24 | | | }, | | | { | | | "h": 4, | | | "i": "cost-leverage", | | | "moved": false, | | | "static": false, | | | "w": 2, | | | "x": 2, | | | "y": 24 | | | }, | | | { | | | "h": 4, | | | "i": "cumulative-cost", | | | "moved": false, | | | "static": false, | | | "w": 8, | | | "x": 4, | | | "y": 24 | | | }, | | | { | | | "h": 1, | | | "i": "row-logs", | | | "moved": false, | | | "static": false, | | | "w": 12, | | | "x": 0, | | | "y": 28 | | | }, | | | { | | | "h": 5, | | | "i": "tool-usage-frequency", | | | "moved": false, | | | "static": false, | | | "w": 6, | | | "x": 0, | | | "y": 29 | | | }, | | | { | | | "h": 5, | | | "i": "tool-success-rate", | | | "moved": false, | | | "static": false, | | | "w": 3, | | | "x": 6, | | | "y": 29 | | | }, | | | { | | | "h": 5, | | | "i": "api-requests-table", | | | "moved": false, | | | "static": false, | | | "w": 3, | | | "x": 9, | | | "y": 29 | | | } | | | , | | | "panelMap": {}, | | | "tags": | | | "claude", | | | "ai", | | | "opentelemetry" | | | , | | | "title": "Claude Code Metrics", | | | "uuid": "019b18fc-a5c9-739d-85a5-53ee68f68a08", | | | "variables": {}, | | | "version": "v8", | | | "widgets": | | | { | | | "id": "row-overview", | | | "panelTypes": "row", | | | "query": {}, | | | "title": "Overview" | | | }, | | | { | | | "description": "Number of Claude Code sessions", | | | "id": "session-count", | | | "panelTypes": "value", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.session.count", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "A", | | | "filters": { | | | "items": , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "Sessions", | | | "queryName": "A", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "increase" | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Sessions" | | | }, | | | { | | | "description": "Total active time in Claude Code seconds ", | | | "id": "active-time", | | | "panelTypes": "value", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.active time.total", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "A", | | | "filters": { | | | "items": , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "Active Time", | | | "queryName": "A", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "increase" | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Active Time" | | | }, | | | { | | | "description": "Lines of code modified", | | | "id": "lines-of-code", | | | "panelTypes": "value", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.lines of code.count", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "A", | | | "filters": { | | | "items": , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "Lines", | | | "queryName": "A", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "increase" | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Lines Changed" | | | }, | | | { | | | "description": "Accept/reject decisions for code edits", | | | "id": "tool-decisions", | | | "panelTypes": "value", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.code edit tool.decision", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "A", | | | "filters": { | | | "items": , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "Decisions", | | | "queryName": "A", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "increase" | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Tool Calls" | | | }, | | | { | | | "description": "Git commits created", | | | "id": "commits", | | | "panelTypes": "value", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.commit.count", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "A", | | | "filters": { | | | "items": , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "Commits", | | | "queryName": "A", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "increase" | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Commits" | | | }, | | | { | | | "description": "Pull requests created", | | | "id": "pull-requests", | | | "panelTypes": "value", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.pull request.count", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "A", | | | "filters": { | | | "items": , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "PRs", | | | "queryName": "A", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "increase" | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "PRs" | | | }, | | | { | | | "description": "Total tokens consumed over time", | | | "id": "token-usage", | | | "panelTypes": "graph", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.token.usage", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "A", | | | "filters": { | | | "items": , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "Tokens", | | | "queryName": "A", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "rate" | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Token Usage Over Time" | | | }, | | | { | | | "description": "Cost accumulation over time", | | | "id": "cost-usage", | | | "panelTypes": "graph", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.cost.usage", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "A", | | | "filters": { | | | "items": , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "Cost USD ", | | | "queryName": "A", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "rate" | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Cost Over Time USD " | | | }, | | | { | | | "id": "row-tokens", | | | "panelTypes": "row", | | | "query": {}, | | | "title": "Token Breakdown" | | | }, | | | { | | | "description": "Input, output, cache read, cache creation", | | | "id": "token-by-type", | | | "panelTypes": "bar", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.token.usage", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "A", | | | "filters": { | | | "items": , | | | "op": "AND" | | | }, | | | "groupBy": | | | { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "type", | | | "type": "tag" | | | } | | | , | | | "legend": "{{type}}", | | | "queryName": "A", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "rate" | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Tokens by Type" | | | }, | | | { | | | "description": "Token consumption by model", | | | "id": "token-by-model", | | | "panelTypes": "bar", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.token.usage", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "A", | | | "filters": { | | | "items": , | | | "op": "AND" | | | }, | | | "groupBy": | | | { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "model", | | | "type": "tag" | | | } | | | , | | | "legend": "{{model}}", | | | "queryName": "A", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "rate" | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Tokens by Model" | | | }, | | | { | | | "id": "row-productivity", | | | "panelTypes": "row", | | | "query": {}, | | | "title": "Cost & Productivity" | | | }, | | | { | | | "description": "Cost breakdown by model", | | | "id": "cost-by-model", | | | "panelTypes": "bar", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.cost.usage", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "A", | | | "filters": { | | | "items": , | | | "op": "AND" | | | }, | | | "groupBy": | | | { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "model", | | | "type": "tag" | | | } | | | , | | | "legend": "{{model}}", | | | "queryName": "A", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "rate" | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Cost by Model" | | | }, | | | { | | | "description": "Time spent by Claude CLI vs waiting for user input", | | | "id": "cli-vs-user-time", | | | "panelTypes": "graph", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.active time.total", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "A", | | | "filters": { | | | "items": , | | | "op": "AND" | | | }, | | | "groupBy": | | | { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "type", | | | "type": "tag" | | | } | | | , | | | "legend": "{{type}}", | | | "queryName": "A", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "rate" | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "CLI vs User Time" | | | }, | | | { | | | "description": "Percentage of tokens served from cache", | | | "id": "cache-efficiency", | | | "panelTypes": "graph", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.token.usage", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "A", | | | "filters": { | | | "items": | | | { | | | "key": { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "type", | | | "type": "tag" | | | }, | | | "op": "=", | | | "value": "cacheRead" | | | } | | | , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "Cache Read", | | | "queryName": "A", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "rate" | | | }, | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.token.usage", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "B", | | | "filters": { | | | "items": | | | { | | | "key": { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "type", | | | "type": "tag" | | | }, | | | "op": "=", | | | "value": "input" | | | } | | | , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "Input", | | | "queryName": "B", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "rate" | | | } | | | , | | | "queryFormulas": | | | { | | | "disabled": false, | | | "expression": " A / A + B 100", | | | "legend": "Cache Efficiency %", | | | "queryName": "F1" | | | } | | | | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Cache Efficiency %" | | | }, | | | { | | | "description": "CLI:User time ratio e.g. 350 = Claude worked 350x more ", | | | "id": "peak-leverage", | | | "panelTypes": "value", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.active time.total", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "A", | | | "filters": { | | | "items": | | | { | | | "key": { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "type", | | | "type": "tag" | | | }, | | | "op": "=", | | | "value": "cli" | | | } | | | , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "", | | | "queryName": "A", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "increase" | | | }, | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.active time.total", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": false, | | | "expression": "B", | | | "filters": { | | | "items": | | | { | | | "key": { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "type", | | | "type": "tag" | | | }, | | | "op": "=", | | | "value": "user" | | | } | | | , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "", | | | "queryName": "B", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "increase" | | | } | | | , | | | "queryFormulas": | | | { | | | "disabled": false, | | | "expression": "A / B", | | | "legend": "Usage Leverage", | | | "queryName": "F1" | | | } | | | | | | }, | | | "queryType": "builder" | | | }, | | | "thresholds": , | | | "timePreferance": "GLOBAL TIME", | | | "title": "Usage Leverage", | | | "yAxisUnit": "none" | | | }, | | | { | | | "colorMap": { | | | "F1": " 22C55E", | | | "F15": " F97316", | | | "F5": " 3B82F6" | | | }, | | | "customLegendColors": { | | | "15m": " f97316", | | | "1m": " 22c55e", | | | "5m": " 3b82f6" | | | }, | | | "description": "Rolling CLI:User ratio at 1m, 5m, and 15m windows", | | | "id": "productivity-ratio", | | | "panelTypes": "graph", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.active time.total", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": true, | | | "expression": "A1", | | | "filters": { | | | "items": | | | { | | | "key": { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "type", | | | "type": "tag" | | | }, | | | "op": "=", | | | "value": "cli" | | | } | | | , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "CLI 1m", | | | "queryName": "A1", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "increase" | | | }, | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.active time.total", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": true, | | | "expression": "B1", | | | "filters": { | | | "items": | | | { | | | "key": { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "type", | | | "type": "tag" | | | }, | | | "op": "=", | | | "value": "user" | | | } | | | , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "User 1m", | | | "queryName": "B1", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 60, | | | "timeAggregation": "increase" | | | }, | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.active time.total", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": true, | | | "expression": "A5", | | | "filters": { | | | "items": | | | { | | | "key": { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "type", | | | "type": "tag" | | | }, | | | "op": "=", | | | "value": "cli" | | | } | | | , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "CLI 5m", | | | "queryName": "A5", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 300, | | | "timeAggregation": "increase" | | | }, | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.active time.total", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": true, | | | "expression": "B5", | | | "filters": { | | | "items": | | | { | | | "key": { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "type", | | | "type": "tag" | | | }, | | | "op": "=", | | | "value": "user" | | | } | | | , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "User 5m", | | | "queryName": "B5", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 300, | | | "timeAggregation": "increase" | | | }, | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.active time.total", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": true, | | | "expression": "A15", | | | "filters": { | | | "items": | | | { | | | "key": { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "type", | | | "type": "tag" | | | }, | | | "op": "=", | | | "value": "cli" | | | } | | | , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "CLI 15m", | | | "queryName": "A15", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 900, | | | "timeAggregation": "increase" | | | }, | | | { | | | "aggregateAttribute": { | | | "dataType": "float64", | | | "isColumn": true, | | | "key": "claude code.active time.total", | | | "type": "Sum" | | | }, | | | "aggregateOperator": "sum", | | | "dataSource": "metrics", | | | "disabled": true, | | | "expression": "B15", | | | "filters": { | | | "items": | | | { | | | "key": { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "type", | | | "type": "tag" | | | }, | | | "op": "=", | | | "value": "user" | | | } | | | , | | | "op": "AND" | | | }, | | | "groupBy": , | | | "legend": "User 15m", | | | "queryName": "B15", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "stepInterval": 900, | | | "timeAggregation": "increase" | | | } | | | , | | | "queryFormulas": | | | { | | | "color": " 22C55E", | | | "disabled": false, | | | "expression": "A1 / B1", | | | "legend": "1m", | | | "queryName": "F1" | | | }, | | | { | | | "color": " 3B82F6", | | | "disabled": false, | | | "expression": "A5 / B5", | | | "legend": "5m", | | | "queryName": "F5" | | | }, | | | { | | | "color": " F97316", | | | "disabled": false, | | | "expression": "A15 / B15", | | | "legend": "15m", | | | "queryName": "F15" | | | } | | | | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Leverage Over Time" | | | }, | | | { | | | "id": "row-cost", | | | "panelTypes": "row", | | | "query": {}, | | | "title": "Cost Analysis vs $200/mo Claude Max " | | | }, | | | { | | | "description": "Total hypothetical API cost for selected window", | | | "id": "api-cost", | | | "panelTypes": "value", | | | "query": { | | | "builder": { | | | "queryData": , | | | "queryFormulas": | | | }, | | | "clickhouse sql": | | | { | | | "disabled": false, | | | "legend": "Cost $ ", | | | "name": "A", | | | "query": "SELECT sum value as value FROM signoz metrics.distributed samples v4 WHERE metric name = 'claude code.cost.usage' AND unix milli = {{.start timestamp ms}} AND unix milli <= {{.end timestamp ms}}" | | | } | | | , | | | "queryType": "clickhouse sql" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "API Cost Total " | | | }, | | | { | | | "description": "API cost / Max plan cost. 1 = saving money.", | | | "id": "cost-leverage", | | | "panelTypes": "value", | | | "query": { | | | "builder": { | | | "queryData": , | | | "queryFormulas": | | | }, | | | "clickhouse sql": | | | { | | | "disabled": false, | | | "legend": "Leverage x ", | | | "name": "A", | | | "query": "SELECT sum value / {{.end timestamp ms}} - {{.start timestamp ms}} / 1000 0.0000760531 as value FROM signoz metrics.distributed samples v4 WHERE metric name = 'claude code.cost.usage' AND unix milli = {{.start timestamp ms}} AND unix milli <= {{.end timestamp ms}}" | | | } | | | , | | | "queryType": "clickhouse sql" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Cost Leverage" | | | }, | | | { | | | "bucketCount": 30, | | | "bucketWidth": 0, | | | "colorMap": { | | | "F1": " 22C55E", | | | "F15": " F97316", | | | "F5": " 3B82F6" | | | }, | | | "columnUnits": {}, | | | "contextLinks": { | | | "linksData": | | | }, | | | "customLegendColors": { | | | "15m": " f97316", | | | "1m": " 22c55e", | | | "5m": " 3b82f6" | | | }, | | | "decimalPrecision": 2, | | | "description": "Rolling cost leverage at 1m, 5m, and 15m windows", | | | "fillSpans": false, | | | "graphStyle": { | | | "colors": | | | " 22C55E", | | | " 3B82F6", | | | " F97316" | | | | | | }, | | | "id": "cumulative-cost", | | | "isLogScale": false, | | | "legendPosition": "bottom", | | | "mergeAllActiveQueries": false, | | | "nullZeroValues": "zero", | | | "opacity": "1", | | | "panelTypes": "graph", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregations": | | | { | | | "metricName": "claude code.cost.usage", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "timeAggregation": "sum" | | | } | | | , | | | "dataSource": "metrics", | | | "disabled": true, | | | "expression": "A1", | | | "filter": { | | | "expression": "" | | | }, | | | "functions": , | | | "groupBy": , | | | "having": , | | | "legend": "Cost 1m", | | | "limit": null, | | | "orderBy": , | | | "queryName": "A1", | | | "source": "", | | | "stepInterval": 60 | | | }, | | | { | | | "aggregations": | | | { | | | "metricName": "claude code.cost.usage", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "timeAggregation": "sum" | | | } | | | , | | | "dataSource": "metrics", | | | "disabled": true, | | | "expression": "A5", | | | "filter": { | | | "expression": "" | | | }, | | | "functions": , | | | "groupBy": , | | | "having": , | | | "legend": "Cost 5m", | | | "limit": null, | | | "orderBy": , | | | "queryName": "A5", | | | "source": "", | | | "stepInterval": 300 | | | }, | | | { | | | "aggregations": | | | { | | | "metricName": "claude code.cost.usage", | | | "reduceTo": "sum", | | | "spaceAggregation": "sum", | | | "timeAggregation": "sum" | | | } | | | , | | | "dataSource": "metrics", | | | "disabled": true, | | | "expression": "A15", | | | "filter": { | | | "expression": "" | | | }, | | | "functions": , | | | "groupBy": , | | | "having": , | | | "legend": "Cost 15m", | | | "limit": null, | | | "orderBy": , | | | "queryName": "A15", | | | "source": "", | | | "stepInterval": 900 | | | } | | | , | | | "queryFormulas": | | | { | | | "color": " 22C55E", | | | "disabled": false, | | | "expression": "A1 / 0.004563186", | | | "legend": "1m", | | | "queryName": "F1" | | | }, | | | { | | | "color": " 3B82F6", | | | "disabled": false, | | | "expression": "A5 / 0.02281593", | | | "legend": "5m", | | | "queryName": "F5" | | | }, | | | { | | | "color": " F97316", | | | "disabled": false, | | | "expression": "A15 / 0.06844779", | | | "legend": "15m", | | | "queryName": "F15" | | | } | | | | | | }, | | | "clickhouse sql": | | | { | | | "disabled": false, | | | "legend": "", | | | "name": "A", | | | "query": "" | | | } | | | , | | | "id": "0226fa39-8082-4b00-84c7-00a98ebf7f59", | | | "promql": | | | { | | | "disabled": false, | | | "legend": "", | | | "name": "A", | | | "query": "" | | | } | | | , | | | "queryType": "builder" | | | }, | | | "selectedLogFields": , | | | "selectedTracesFields": , | | | "softMax": 0, | | | "softMin": 0, | | | "stackedBarChart": false, | | | "thresholds": | | | { | | | "color": " EF4444", | | | "isEditEnabled": false, | | | "label": "Break-even", | | | "value": 1 | | | } | | | , | | | "timePreferance": "GLOBAL TIME", | | | "title": "Cost Leverage Over Time", | | | "yAxisUnit": "none" | | | }, | | | { | | | "id": "row-logs", | | | "panelTypes": "row", | | | "query": {}, | | | "title": "Log Insights from Events " | | | }, | | | { | | | "description": "Which tools are used most often", | | | "id": "tool-usage-frequency", | | | "panelTypes": "bar", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateOperator": "count", | | | "dataSource": "logs", | | | "disabled": false, | | | "expression": "A", | | | "filter": { | | | "expression": "body = 'claude code.tool result'" | | | }, | | | "groupBy": | | | { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "tool name", | | | "type": "tag" | | | } | | | , | | | "legend": "{{tool name}}", | | | "queryName": "A", | | | "stepInterval": 60 | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Tool Usage Frequency" | | | }, | | | { | | | "description": "Success vs failure rate", | | | "id": "tool-success-rate", | | | "panelTypes": "pie", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateOperator": "count", | | | "dataSource": "logs", | | | "disabled": false, | | | "expression": "A", | | | "filter": { | | | "expression": "body = 'claude code.tool result'" | | | }, | | | "groupBy": | | | { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "success", | | | "type": "tag" | | | } | | | , | | | "legend": "{{success}}", | | | "queryName": "A", | | | "stepInterval": 60 | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Tool Success" | | | }, | | | { | | | "description": "Recent API calls with cost", | | | "id": "api-requests-table", | | | "panelTypes": "list", | | | "query": { | | | "builder": { | | | "queryData": | | | { | | | "aggregateOperator": "noop", | | | "dataSource": "logs", | | | "disabled": false, | | | "expression": "A", | | | "filter": { | | | "expression": "body = 'claude code.api request'" | | | }, | | | "limit": 10, | | | "orderBy": | | | { | | | "columnName": "timestamp", | | | "order": "desc" | | | }, | | | { | | | "columnName": "id", | | | "order": "desc" | | | } | | | , | | | "queryName": "A", | | | "selectColumns": | | | { | | | "dataType": "string", | | | "isColumn": true, | | | "key": "timestamp", | | | "type": "tag" | | | }, | | | { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "model", | | | "type": "tag" | | | }, | | | { | | | "dataType": "string", | | | "isColumn": false, | | | "key": "cost usd", | | | "type": "tag" | | | } | | | , | | | "stepInterval": 60 | | | } | | | , | | | "queryFormulas": | | | }, | | | "queryType": "builder" | | | }, | | | "timePreferance": "GLOBAL TIME", | | | "title": "Recent API Calls" | | | } | | | | | | } |