> ## Documentation Index
> Fetch the complete documentation index at: https://arize-ax.mintlify.dev/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Pre Production Performance

## Pre-Production Performance Templates

Use pre-production performance templates to explore your model’s training data and validation environments.

<Columns cols={2}>
  <Card title="Training Data Template">
    Track training-environment performance **Key Widgets**: Statistics
    (prediction/actual counts, accuracy, score averages), time series charts
    (class comparisons, daily values, score distributions), and specialized
    charts for accuracy, F1 scores by class, and feature distribution
  </Card>

  <Card title="Validation Data">
    Track validation-environment performance **Key Widgets**: Statistics
    (prediction/actual counts, accuracy, score averages), time series charts
    (class comparisons, daily values, score distributions), and specialized
    charts for accuracy, F1 scores by class, and feature distribution
  </Card>
</Columns>

### Create A Pre-Production Performance Dashboard

#### Step 1: Select Pre-Production Performance Template

<Frame caption="">
  <img src="https://storage.googleapis.com/arize-phoenix-assets/assets/images/arize-docs-images/99a3b780-image.jpeg" />
</Frame>

#### Step 2: Specify Fields

<Frame caption="">
  <img src="https://storage.googleapis.com/arize-phoenix-assets/assets/images/arize-docs-images/529e436b-image.jpeg" />
</Frame>

#### Step 3: Use dashboard, modify [widgets](/ax/machine-learning/machine-learning/how-to-ml/dashboards/widgets), and share with your team!

<Frame caption="">
  <img src="https://storage.googleapis.com/arize-phoenix-assets/assets/images/arize-docs-images/2dbaf00a-image.jpeg" />
</Frame>

<Info>
  Questions? Email us at [support@arize.com](mailto::support@arize.com) or [Slack us](https://arize-ai.slack.com/) in the #arize-support channel
</Info>