AI Value & Market Cost Dashboard

Public Dashboard Widget

Dynamic local-market labor valuation for LeonOS agent operations.

Raleigh, NC 27601 Refresh cadence: every 4 hours Public-safe aggregation

Last Updated (ET) Loading... Sandbox

Valuation Mode

Total AI Runtime This Week

-- Coverage basis

Labor-Equivalent Hours

-- Public aggregate

Local Market Labor Value

-- BLS OEWS

AI Operating Cost

-- Estimated, pending cost ledger

Estimated Net Savings

-- Derived estimate

Savings Efficiency

-- Net value / labor value

Confidence Score

-- Source completeness

AI Processing by Platform

Aggregate workload routed to ChatGPT and the local Ollama service. Prompt contents are never published.

Last 14 days

Total requests: --
Total tokens: --
Telemetry status: Loading
Last event: --

Agent Work Overview

All agents

Agent	Status	Scheduled Coverage	Actual Runtime	Work Type	Mapped Human Role	Market Rate	Labor Value	AI Cost	Net Value	Confidence
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Market Rate Source Confidence

Total requests--

Input tokens--

Output tokens--

Estimated cost--

Local share (requests)--

Fallback rate--

Model Workload Details

Actuals reflect available ledger data. Targets are never substituted for usage.

Model	Provider	Requests	Input Tokens	Output Tokens	Total Tokens	Request Share	Token Share	Avg Latency	Estimated Cost	Cost Share	Last Used	Data Quality

Agent Routing vs Target

12 authoritative agents. Local targets are expected request proportions, not token or decision-authority targets.

Agent	Actual Local Requests	Target Local Requests	Delta	Actual Tokens	Estimated Cost	Routing Health