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Agent Performance Monitoring

APM is the analytics dashboard that gives detailed insights into all the agents, models, tokens, runs, etc.

The KPIs are structured in a way that the user will be able to derive actionable insights. The entire dashboard is interactive and any metric card can be re-ordered or re-sized.

All the KPIs are updated only after run completion.

Organization-Level metrics:

These KPIs give an executive overview of SuperAGI.

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Total number of agents: The total agents that have run till date irrespective of deletion.

Total tokens consumed: Total Tokens consumed by all the agents that have run till date irrespective of deletion.

Total Runs: Total Runs performed by all the agents that have run till date irrespective of deletion.

Number of Agents per model: How many agents have used a particular model

Number of Runs per model: How many runs have been made using a particular model

Total tokens consumed per model: How many tokens have been consumed while using a particular model

Active Runs: The runs that are currently running

Most used Tools: The number of times a Tool has been called or The number of times an Agent has the tool assigned

Agent-Level metrics:

This shows the model used, tokens consumed, runs made, avg. tokens per run, tools used, calls made, avg. run time for each agent.

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Model: Each agent can use only one model

Tokens Consumed: The tokens consumed by a particular agent over all its runs for each agent

Runs: Total runs executed in that agent

Average Tokens per run: Total tokens consumed by the agent/Total runs made by the agent

Tools used: Tools that have been used by an agent over all its runs for each agent

Calls made: Number of calls made across all the runs for each agent

Average Run time: The Total time taken/Total runs made

Run

The three plots of run analytics are connected by a single Agent wise filter which give Tokens consumed per run, calls made per run and Average tokens consumed over all calls per run for a particular agent.

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Tokens consumed per run: Total Tokens consume for a particular run of an agent

Calls made per run: Total calls made for a particular run of an agent

Average tokens consumed in all call per run: The Total Tokens consumed by a Total calls made for a particular run of an agent.