Analyze batch simulation results

Use Batch Analysis to compare completed batch runs by input parameters, output metrics, correlations, and selected telemetry traces.

Batch Analysis helps race engineers review many generated simulation runs at once. Use it after a batch completes to find which input parameters changed output metrics such as lap time, speed, downforce, drag, tire work, fuel, or acceleration.

Before you start

Create and queue a Batch Simulation.
Wait for the batch to finish.
Make sure at least one generated run completed successfully.
Use clear parameter ranges and run names so the results table stays readable.

If every generated run fails or times out, the batch detail page shows a failure message and no result charts are available.

Open Batch Analysis

Open Batch Simulations.
Select a finished batch.
Review the batch name and run count at the top of the detail page.
Use the analysis tabs to inspect results.

The batch detail page can include Details, Parallel Coordinates, Results Overview, Cross Plots, Main Effect, Correlation, Results Table, and Analysis.

Understand dimensions and runs

Batch Analysis turns completed batch designs into dimensions and runs.

Item	What it contains
Input dimensions	Vehicle and ambient parameter values from the generated design space.
Output dimensions	Result metrics from the fastest lap when lap data exists. If lap data is missing, summary totals can be used instead.
Runs	Completed generated runs with a run ID, optional run name, simulation ID, and numeric values.

Common output metrics include lap time, fuel remaining, fuel consumed, top speed, minimum speed, average speed, longitudinal and lateral acceleration limits, gear limits, wide-open-throttle percentage, downforce, aero balance, drag, lift-drag ratio, roll gradient, tire work, fuel consumption, max brake pressure, total time, total distance, and total fuel used.

Use Batch Analysis tabs

Tab	Use it for	Main controls
Details	Review or edit batch name, notes, tags, metadata, credits consumed, and simulation settings.	Metadata fields and tags.
Parallel Coordinates	See each run across selected input and output dimensions.	Color, gradient colors, dimension picker, axis filters, run selection.
Results Overview	Review selected dimensions together.	Dimension picker.
Cross Plots	Compare input dimensions against an output metric.	Chart type, X input, optional Y input, output metric.
Main Effect	Compare mean output value across each input level.	Output metric selector.
Correlation	Review input-to-output correlation strength.	Dimension picker. Selecting a cell opens Cross Plots for that pair.
Results Table	Search, sort, select, export, and load runs for detailed telemetry analysis.	Text filter, sortable columns, row selection, export, Analyze runs.
Analysis	Inspect selected runs with Detailed Analysis tools.	Appears after selected runs are loaded from Results Table.

Filter and focus batch results

Open Parallel Coordinates.
Use Dimensions to choose the inputs and outputs you want on screen.
Use Color to color runs by a selected dimension.
Use axis filters to narrow the run set.
Select runs that need closer review.

If all dimensions are hidden, charts show No dimensions selected. Select Reset to restore dimensions.

Compare inputs and outputs

Use Cross Plots when you have one output question and one or two input parameters to compare.

Type	Inputs	Use it for
Line	X input and output metric	Review output trend across one input parameter.
Heatmap	X input, Y input, and output metric	Review output pattern across two input parameters.
Surface	X input, Y input, and output metric	Review a 3D surface-style relationship across two input parameters.

Use Main Effect when you want the mean output value for each input level. Use Correlation when you want a fast scan of which inputs move with which outputs.

Analyze selected runs in Detailed Analysis

Open Results Table.
Filter or sort the table to find the runs you want.
Select one or more rows.
Select Analyze runs in the action bar.
Wait for simulations to load.
Open the Analysis tab that appears.
Select laps and use the loaded analysis layout.

The first loaded simulation becomes the primary simulation. Other loaded simulations become comparisons in Detailed Analysis.

The Analyze runs action is disabled when no rows are selected, selected rows are missing simulation data, or simulations are still loading.

Export result rows

Open Results Table.
Select rows when you only want selected output.
Select Export rows.
Choose an available export format.

When rows are selected, export uses the selected rows.

Troubleshooting

Problem	What to check
No result charts appear	Confirm at least one generated run completed successfully.
Some simulations failed or All simulations failed appears	Review failed or timed-out designs. Batch Analysis only charts completed runs.
No dimensions selected appears	Select Reset or choose dimensions with the dimension picker.
Need at least 2 runs to compute correlations appears	Correlation needs at least two completed runs.
Select an output to view main effects appears	Choose an output metric in the Main Effect toolbar.
Select X input and output dimensions appears	Choose valid Cross Plot inputs and output metric.
Analyze runs is disabled	Select rows that have simulation data and wait for loading to finish.
Failed to load selected simulations. Please try again. appears	Retry Analyze runs after the selected simulations can be fetched.

Analyze batch simulation results

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