Aggregate data and dashboards for Playwright reporting

[accudevops]

Is your feature request related to a problem? Please describe.
We would like to see a feature added to view aggregate data and dashboards around our test runs. Currently, we can only view test runs individually, but being able to get an overall view of all test runs, the tests that are failing most often, etc. would be extremely valuable.

Describe the solution you'd like
Having summaries of past runs, flaky/failed tests, test durations and being able to view them weekly/monthly would be very helpful. Also, if metric data could be published to Azure Monitoring, it would be very useful since we could even build custom dashboards in Grafana.

Describe alternatives you've considered
We were considering using Allure reporting but decided to opt out in favor of this services reporting.

Additional context
The best context/comparison I can reference would be found here at Allure reporting - https://allurereport.org/. Being able to do everything that this reporting feature can do within this playwright reporting service would be very beneficial.