Benchmarks overview
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- UpdatedJan 30, 2025
- 5 minutes to read
- Yokohama
- Benchmarks
The ServiceNow Benchmarks application securely collects daily data on your instance and then aggregates the data into monthly global benchmark reports.
This video provides an overview of how you can get started with Benchmarks.
Performance Analytics collects daily data on customer instances. The data from the previous month is uploaded at the beginning of the following month via a scheduled job. If there are any errors, there are multiple retries.
During the month the data is uploaded, the data is aggregated and monthly results (your instance results, global results, and your ranking) are downloaded to the customer instance mid month. Monthly recommendation candidates are provided that you can implement to help improve your KPI performance. An email notification is sent when the global data is available.
- Express customers
- Federal customers
- Customers with on-premise instances
- Global, which applies to all customers
- Industry category
- User size, based on active user count
- Companies in your industry category and those that are of similar size to your company
- Geographical regions
- These benchmarks aren’t calculated using MSP data.
- Along with the above Benchmarks, you will also receive the top performers in each of these categories.
Key features
- Available KPIs from other ServiceNow applications such as ITSM, ITOM, Security Operations. For more information, see Benchmark KPIs.
- Ability to change KPI definitions to match customizations.
- Benchmarks dashboard in Service Portal (mobile friendly).
- Ability to download KPI reports.
- Ability to filter data based on the following parameters:
- Industry, number of users, or geographical region.
- Companies in your industry category and of similar user size.
- Email notification when new aggregate monthly data is available.
- Percentile ranking to indicate your standing within your participating peer group.
- Recommendation candidates with guided setup to help improve KPI performance.
- Product category-based roles to limit data access.
- Integration with Performance Analytics for daily data collection and drill-down on KPI data.

Email notification
- An email containing notification information is sent when the monthly global data is
available. Monthly results (your instance results, and global results) are downloaded to
the customer instance mid month.
- Subject: New Monthly Benchmarks report is available now
- Body: ServiceNow Benchmarks has been updated with <month> data. You can see the updated Benchmarks by viewing the Benchmarks Dashboard <Benchmarks Dashboard Portal link>.
- An email containing notification information is sent when historical data for the past
six months is recalculated.
- Subject: Historical Global Benchmarks scores have been refreshed
- Body: The global Benchmarks scores of last six months have been recalculated with improved data quality. You can see the updated Benchmarks by visiting Benchmarks Dashboard <Benchmark Dashboard Portal Link>.
- An email containing notification information is sent when an updated KPI version is
introduced (with some fixes, for example).
- Subject: One or more Benchmarks KPI versions have changed
- Body: The latest Benchmarks scores have a new version of following KPIs with
improved data quality.
< KPI name>.
You can see the updated Benchmarks by visiting Benchmarks Dashboard <Benchmark Dashboard Portal Link>.
Benchmarks notification emails are accessed using the navigation menu.
Benchmarks data transfer
Your Benchmarks score data is automatically uploaded to ServiceNow on the third day of the month. Global scores are automatically downloaded to your instance on the 11th day of the month.
- Upload the benchmark scores (automatically runs on the first day of the month)
- Download the benchmark scores (automatically runs on the ninth day of the month)
These on-demand scheduled jobs are useful if, for any reason, there was a failure in the automatic upload or download scores process and it is after the cutoff dates. You can also run a scheduled job to generate six months of historical data.
Benchmarks KPI categories
Benchmarks supports KPIs from other ServiceNow applications such as ITSM, ITOM, Security Operations, Conversational Interfaces, Success Dashboard, and Strategic Portfolio Management. For more information, see Benchmark KPIs.