Emit cost per call
meter.counter("llm.cost.usd",
Tag.of("agent", agentName),
Tag.of("model", modelName),
Tag.of("tenant", tenantId))
.increment(cost);Advertisement
Aggregation levels
Per-agent for eng team. Per-tenant for billing. Per-user for anomaly detection. Same metric, different queries.
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Watch bucket cardinality
Per-user tag balloons cardinality. Bucket into user tiers or sample.