Dashboards

Dashboards allow you to create customizable views for monitoring your LLM applications. You can track project metrics like trace volume, cost, latency, and feedback scores, as well as compare experiment results across different runs.

Opik provides two ways to visualize data:

Insights — built-in and custom views embedded directly in project and experiment pages for quick, in-context monitoring
Workspace dashboards — standalone dashboards accessible from the sidebar for cross-project analysis

Project Overview — built-in Insights view

If you have any feedback or feature requests for dashboards, please open an issue on GitHub.

Dashboard types

Every dashboard has a type that determines what kind of data it works with and which widgets are available:

Type	Purpose	Available widgets
Multi-project	Track metrics across one or more projects (traces, threads, cost, latency)	Time series, Single metric, Markdown
Experiments	Compare feedback scores and results across experiment runs	Metrics, Leaderboard, Markdown

Accessing dashboards

Dashboards page

Access the standalone Dashboards page from the sidebar navigation to create and manage workspace-level dashboards. The dashboards list includes a Type column showing whether each dashboard is Multi-project or Experiments.

Project page — Insights tab

Within any project, the Insights tab provides built-in and custom views for monitoring that project’s traces, threads, and quality metrics.

Compare Experiments — Insights tab

When comparing experiments, the Insights tab shows a built-in read-only view with experiment comparison charts.

Insights tab

The Insights tab provides curated, in-context monitoring views directly within project and experiment pages.

Project Insights

When you open a project’s Insights tab, you land on the built-in Project Overview view — a read-only dashboard covering key health metrics: trace volume, errors, latency, cost, feedback scores, and thread activity.

Custom views

Beyond the built-in view, you can create custom Insight views for your project:

Open the views selector dropdown in the Insights tab
Click Add new at the bottom
Enter a name for your view

Custom views are fully editable — you can add sections, configure widgets, and rearrange the layout. The current project is automatically set as the data source for all widgets.

Views selector dropdown:

Search box at the top for filtering views
Built-in “Project Overview” is always listed first with a “Built-in” tag
Custom views appear below with their widget count and last modified date
Add new button at the bottom

View actions (available on hover for custom views):

Edit name — rename the view
Duplicate — create a copy of the view
Delete — remove the view (this action cannot be undone)

You can also duplicate the built-in view to create an editable copy as a custom view.

The Insights tab has its own time range selector, separate from the Logs tab. Each tab remembers its own time range across sessions.

Experiment Insights

When comparing experiments, the Insights tab shows a single built-in read-only view displaying experiment comparison charts for the currently selected experiments. There is no view selector — only the built-in view is available.

Dashboards support several widget types. The available types depend on the dashboard type (Multi-project or Experiments).

Displays time-series charts for project metrics over time. Supports both line and bar chart visualizations.

Available metrics:

Trace feedback scores - Quality metrics for traces over time
Number of traces - Trace volume trends
Trace duration - Trace performance trends
Token usage - Token consumption over time
Estimated cost - Spending trends
Failed guardrails - Guardrail violations over time
Number of threads - Thread volume trends
Thread duration - Thread performance trends
Thread feedback scores - Quality metrics for threads over time

Configuration options:

Project: Select the project to pull data from
Metric type: Choose from any of the metrics listed above
Chart type: Line chart (best for trends) or Bar chart (good for volume/period comparisons)
Breakdown: Optionally group data by a field to see per-group patterns. Available fields depend on the data source:
- Trace metrics: Tags, Name, Has error, Error type, Metadata key
- Span metrics: Tags, Name, Has error, Error type, Metadata key, Model, Provider, Span type
- Thread metrics: Tags
When a breakdown is active, use the aggregation toggle to control how data is bucketed: Total shows one value per group for the entire date range, while Time-based shows values in time buckets (hourly, daily, or weekly). Click a label in the chart legend to navigate directly to the traces list filtered to that group.
Filters: Apply trace or thread filters to focus on specific data based on tags, metadata, or other attributes
Feedback scores: When using feedback score metrics, optionally select specific scores to display (leave empty to show all)

Shows a single metric value with a compact card display. Ideal for summary dashboards and key performance indicators.

Data sources: Traces or Spans

Trace-specific metrics:

Total trace count
Total thread count
Average LLM span count
Average span count
Average estimated cost per trace
Total guardrails failed count

Span-specific metrics:

Total span count
Average estimated cost per span

Shared metrics (available for both traces and spans):

P50 duration - Median duration
P90 duration - 90th percentile duration
P99 duration - 99th percentile duration
Total input count
Total output count
Total metadata count
Average number of tags
Total estimated cost sum
Output tokens (avg.)
Input tokens (avg.)
Total tokens (avg.)
Total error count
Average feedback scores - Any feedback score defined in your project

Compares feedback scores across multiple experiments. Ideal for visualizing A/B test results and prompt iteration outcomes.

Chart types:

Line chart - Show trends across experiments (default)
Bar chart - View detailed score distributions side by side
Radar chart - Compare multiple feedback scores across experiments in a radial view

Configuration options:

Filters: Filter experiments by:
- Dataset — show only experiments from a specific dataset
- Configuration — filter by metadata keys and values (e.g., model=“gpt-4”)
- Experiment IDs — include specific experiments by ID
Groups (collapsible, collapsed by default): Group aggregated results by:
- Dataset — compare results across different datasets
- Configuration — group by metadata keys to aggregate feedback scores (e.g., group by model type)
- Supports up to 5 grouping levels for hierarchical comparisons
Max experiments: Limit the number of experiments displayed
Chart type: Choose line, bar, or radar chart visualization
Metrics: Optionally display only specific feedback scores (leave empty to show all)

Displays a table comparing experiments with configurable columns. Useful for ranking experiments by specific metrics and comparing results at a glance.

Configuration options:

Filters: Same filtering options as the Metrics widget (dataset, configuration, experiment IDs)
Groups: Same grouping options as the Metrics widget
Max experiments: Limit the number of experiments displayed
Columns: Select and reorder which columns to display. The columns menu shows all available columns with a “N of N selected” indicator and drag handles for reordering
Ranking: Rank experiments by a specific metric. Options are “No ranking” (default) and any available feedback score metric. When “No ranking” is selected, the ranking order option is disabled

Available for both Multi-project and Experiments dashboards. Add custom notes, descriptions, or documentation using markdown formatting. Use this widget to:

Add section headers and explanations
Document dashboard purpose and context
Include links to related resources
Add team notes or guidelines

Creating a workspace dashboard

Navigate to the Dashboards page from the sidebar
Click Create new dashboard
Select the dashboard type: Multi-project or Experiments
Enter a name (description is optional)
Click Create

Adding and configuring widgets

When you click the + button within a section, a unified widget configuration modal opens:

Select a widget type from the clickable cards at the top. The available types depend on the dashboard type:
- Multi-project: Time series, Single metric, Markdown
- Experiments: Metrics, Leaderboard, Markdown
Configure the widget settings below. The configuration area updates based on the selected widget type.
Each widget has its own project or experiment selector — there are no global dashboard defaults. For Insight views, the current project is automatically set.
For chart widgets, select the visualization type (line, bar, or radar) using clickable cards.
Click Save to add the widget.

Customizing dashboards

Adding sections

Dashboards are organized into sections, each containing one or more widgets:

Click Add section at the bottom of the dashboard
Give the section a title
Add widgets to the section

Editing widgets

Click the menu icon on any widget
Select Edit to modify the widget configuration
Make your changes and save

Rearranging widgets

Drag and drop: Use the drag handle on widgets to reorder them within a section
Resize: Drag the edges of widgets to adjust their size

Collapsing sections

Click on a section title to collapse or expand it. The collapsed state is preserved across sessions.

Date range filtering

Use the date picker in the toolbar to filter data by time range. Select a preset range (Last 24 hours, Last 7 days, etc.) or choose custom dates.

Widgets that use date range filtering:

Time series widget - filters time-series data to the selected range
Single metric widget - calculates statistics within the selected range

Widgets not affected by date range:

Experiments metrics widget - displays experiment results regardless of date
Leaderboard widget - displays experiment results regardless of date
Markdown text widget - static content

Saving changes

All dashboard changes are saved automatically. Built-in Insight views are read-only — duplicate them to create an editable copy.

To share your current dashboard view:

Click the Share button in the toolbar
The URL is copied to your clipboard
Share this URL with team members who have access to the workspace

The shared URL includes the dashboard ID, active date range, and any active filters, so recipients see the same view.

Next steps

Set up Online Evaluation Rules to automatically generate feedback scores for your dashboards
Configure Alerts to get notified when metrics exceed thresholds
Learn about Production Monitoring best practices

Dashboard types