OBSERVATORY
query_stats

LLM Usage Analytics

Calls, token volume, spend, latency, and failures across recommendations, roadmap generation, chat, embeddings, scoring, and reindex workflows.

LLM calls

...

Last 7d

Total tokens

...

Input + output where reported

Estimated spend

...

Provider usage metadata

Error rate

...

0 failed calls

P95 latency

...

Successful and failed calls

Cached input

...

Reusable prompt tokens

Usage Over Time

Loading window

No LLM events were recorded in this window.

Feature Load

Top feature: No feature activity

No breakdown data available.

Model Mix

Token and cost concentration by provider model.

No model usage data available.

Operation Hotspots

Highest usage: No operation activity

No breakdown data available.

Features

NameCallsTokensCostError rateAvg latency
No usage rows in the selected window.

Operations

NameCallsTokensCostError rateAvg latency
No usage rows in the selected window.

Recent LLM Events

Latest tracked calls with status, tokens, latency, cost, and linked student context.

TimeFeatureOperationModelStatusTokensLatencyCostStudentError
No recent LLM events in the selected window.