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Token Intelligence
Overview
◈ Dashboard ⚡ Sessions
Analysis
📊 Usage 🤖 Models 💰 Savings
Admin
👥 Team 💡 Insights ⚙ Settings
U
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—
Dashboard
📤
Total Tokens Sent
—
— API calls
💵
Estimated Cost
—
avg per call
✂️
Tokens Saved by skim
—
— reduction
⚡
Avg Context Fill
—
of model limit
Token Usage Over Time
Usage by Model
Tokens Saved vs Sent
Top Users
Recent API Calls
—
TimeModelTokens In Tokens OutSavedCostStatus
Team Usage Leaderboard
—
#UserTeamCalls Tokens InCostWaste %Cache Hit %Avg Latency
Org Optimization Insights
AI-generated recommendations based on your team's usage patterns.
No insights yet — connect team proxies to start collecting data.

Session view — coming in next release.

Deep usage analysis — coming in next release.

Model comparison — coming in next release.

Savings report — coming in next release.

Account Settings

Generate an API key to connect the skim proxy to this dashboard.

Copy this key now — it won't be shown again.
Then set these env vars before running skim proxy: 
export SKIM_SERVER_URL=
export SKIM_SERVER_TOKEN=