SPEND DYNAMICS
OBSERVABILITY P0
AI Cost
Real data will appear after Cost & Usage P0 instrumentation.
SPORTS INTELLIGENCE PLATFORM
Overview
Admin
Telegram auth — next
P
GARMIN AI RESEARCH SYSTEM
Understand the economics
behind every AI decision.
Cost, model usage, uncertainty and useful outcomes — from a single model call to the complete athlete pipeline.
PERIOD
Current month
AI SPEND
—
LLM variable cost
CASH TCO
—
Infrastructure + AI
ACTIVE USERS
—
Current period
AI TRACES
—
Complete operations
ECONOMICS
Unit Economics
Cost / active user
—
Cost / trace
—
Cost / useful outcome
—
Uncertainty share
—
PIPELINES
AVG · P95 · TOTAL
Operations
OPERATION
COUNT
AVG COST
P95
TOTAL
Waiting for
ai_usage_events
PROVIDERS
Models
Qwen
Usage instrumentation pending
—
DeepSeek
Usage instrumentation pending
—
ANOMALY SURFACE
Most Expensive Traces
No trace data yet
Expensive requests, retries and uncertainty cost will appear here automatically.