AI Services monitoring tab and widget reference

Last update:

May 18, 2026

Find column definitions, widget descriptions, and field details for every tab in AI Services monitoring within the ColdFusion Performance Monitoring Toolset.

Agents tab

Slowest agent requests grid shows individual slow agent executions.
Column	Description
Template path	File or template that handled the request.
Operation	Type of work (for example chat or ingest).
Duration (ms)	How long the execution took.
Line no	Source line associated with the measurement.
Status	Outcome. Rendered as a color-coded badge (green for success, red for error).
Trace	Clickable View Trace action. Opens the Trace Details modal overlay.

Most frequent agents grid shows the most invoked template and operation combinations.
Column	Description
Template path	File or template.
Operation	Type of work.
Avg duration (ms)	Average execution time.
Count	Number of executions.

URL performance table shows per-URL latency and hit counts on the Agents tab.
Column	Description
URL	Request URL.
Application	Application name.
Average response time (ms)	Mean latency for that URL.
Hits	Number of requests.

LLMs tab

Slowest LLM calls grid lists individual high-latency LLM invocations.
Column	Description
Model	Model identifier (for example claude-sonnet-3-5).
Provider	Provider name (for example ANTHROPIC, OPEN_AI).
Duration (ms)	Wall time for that call. Sorted descending by default.
Tokens	Tokens attributed to that call (prompt + completion).
Trace	Opens Trace Details for that call.

Most frequent models grid shows which models run most often.
Column	Description
Model	Model identifier.
Provider	Provider name.
Avg duration (ms)	Average latency.
Count	Number of invocations.

LLMs tab distribution pies summarize traffic, tokens, and status.
Widget	Description
Token usage by provider	How tokens split across providers.
Provider distribution	How requests split across providers.
Model distribution	Traffic by model ID.
Status distribution	Outcomes for LLM calls.

Vector Stores tab

The Vector Stores tab has two on-screen sections: Vector Queries and Embeddings.

Slowest vector queries grid lists the individual slowest vector query executions.
Column	Description
Store	Vector store name (for example InMemory).
Operation	Query operation name.
Duration (ms)	Query execution time.
Template path	Source template.
Line no	Source line.
Status	Outcome.
Trace	Opens Trace Details.

RAG tab

Completed Ingest Operations grid shows finished ingestion runs.
Column	Description
Template path	Source template.
Operation	Ingest operation name.
Duration (ms)	Total operation time.
Documents	Number of documents processed.
Line no	Source line number.
Status	Outcome.
View details	Opens the Ingest Operation Details slide-out panel.

In-Progress Ingest Operations grid shows operations that have not finished.
Column	Description
Template path	Source template.
Operation	Ingest operation name.
Start time	When the operation started.
Elapsed (ms)	Time the run has been running so far (not total duration).
Documents	Number of documents.
Line no	Source line.
Status	Current status.

Trace Details fields

Summary bar fields appear below the tabs in the Trace Details modal.
Field	Description
Duration	Total time for the trace.
Status	Overall outcome. Rendered as a color-coded badge.
Template	Full path to the source file.
Line	Line number tied to the trace entry.

Timeline span TypeLabels identify the kind of work each span represents.
TypeLabel	Description
Agent	Top-level agent request span.
LLM	Time in the language model call.
Embedding	Embedding work.
Vector	Vector store access.
Tool	Tool call execution.
Guardrail	Guardrail evaluation.
RAG Phase	A RAG pipeline phase span.
MCP Server	MCP server-side operation.

Basic Info tab fields show read-only summary data for the trace.
Field	Description
Operation	High-level operation name.
Duration	Total duration, matching the summary bar.
Total tokens	Token usage when the platform records it.
Retriever configured	Whether a retriever was set up (Yes / No).
Has tools	Whether tool calling was involved (Yes / No).
Status	Success or failure.
Memory Type	Shown only when a memory type is configured.
Error	Shown only when status is an error.

All Spans tab columns list every span in the trace.
Column	Description
Type	Span category (for example `aiservice`, `llm`).
Service / Provider	Logical service or model identifier.
Operation	Operation name for that span.
Name	Span-specific name (for example, the tool name for Tool spans).
Duration (ms)	Time spent in that span. Sortable.
Status	Per-span outcome.

MCP Clients tab

Slowest MCP Client Operations grid lists the highest-latency MCP client invocations.
Column	Description
Server Name	MCP server identifier.
Operation	Operation type.
Name	Tool name.
Duration (ms)	Call duration.
Status	Outcome.
Trace	Opens Trace Details.

Most Frequent Operations By Server grid shows which tools run most often per server.
Column	Description
Server Name	MCP server identifier.
Operation	Operation type.
Name	Tool name.
Avg Duration (ms)	Average call duration.
Frequency	Number of invocations.

MCP Servers tab

Slowest MCP Server Operations grid lists the slowest server-handled invocations.
Column	Description
Server Name	MCP server identifier.
Operation	Operation type.
Name	Tool name.
Duration (ms)	Execution time.
Status	Outcome.

Note: Trace links are not available from the MCP Servers tab. To trace a call, switch to the MCP Clients tab and locate the same operation there.

Most Frequent Operations By Server grid shows which tools run most often from the server perspective.
Column	Description
Server Name	MCP server identifier.
Operation	Operation type.
Name	Tool name.
Avg Duration (ms)	Average execution time.
Frequency	Number of invocations.

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