Mean Time to Resolve (MTTR)
The average elapsed time from ticket creation to resolution for reactive client tickets.
Formula
Sum of (resolved time − created time) ÷ Reactive tickets resolved
Why Track It
Resolution time is what the client actually feels and what SLAs usually promise. A rising MTTR shows queues backing up, skills gaps or vendor dependencies before clients start complaining.
How It Is Measured
For each reactive ticket closed in the period, take the elapsed time from creation to the resolved status. Exclude projects, scheduled work, recurring maintenance and tickets parked waiting on the client if the PSA supports a paused status. Report the median beside the mean, because a few long tickets pull the average up. Source: PSA status history.
Constraints
Needs a consistent definition of resolved and a paused status for waiting-on-client time, or the number blames the desk for delays it does not control. Mixed ticket types make month to month comparison noisy.
Measurement Note
Kaptius reports an average resolution time of roughly 3 days, with the top 20% of providers resolving in under 2. This is calendar time; hands-on labor per ticket is a separate metric. Watch for tickets closed and reopened as new to reset the clock.
Referenced In
Related KPIs
- Aged Ticket BacklogThe number of open tickets older than 30 days, and the open ticket load each technician carries.
- First Contact Resolution (FCR)The share of support tickets resolved during the client's first contact, with no escalation, callback or follow-up ticket.
- Average Hands-On Time per TicketThe average technician labor time logged against each reactive ticket, as opposed to the calendar time it stayed open.
- SLA AttainmentThe share of tickets where the MSP met the response and resolution times promised in the client agreement.
Glossary and Answers
More in Service Desk
How fast and how well the help desk answers clients, and how much noise the managed estate produces. These numbers show whether support is keeping clients happy at a cost the agreements can carry.
- Aged Ticket BacklogService Desk Manager
- Client Satisfaction (CSAT)Service Desk Manager
- First Contact Resolution (FCR)Service Desk Manager
- First Response TimeService Desk Manager
- Ticket Reopen RateService Desk Manager
- Tickets per Endpoint per MonthService Manager