OKRs (Objectives and Key Results) are goal-setting structures that direct effort toward a specific outcome over a defined period. KPIs (Key Performance Indicators) are ongoing metrics that measure health and performance. OKRs are temporary by design; KPIs are permanent monitors.
The confusion matters because managers who treat KPIs as goals end up optimizing for measurement rather than change. A KPI like 'customer satisfaction score' tells you where you are standing. An OKR like 'Improve onboarding so that 80% of customers activate in the first week' tells your team what to go build.
Key takeaways
- OKRs are temporary and directional; KPIs are permanent and diagnostic.
- A KPI measures a health signal; an OKR mobilizes effort toward a target.
- Most KPIs can inform an OKR, but a KPI is not itself a goal.
- If your OKR does not change what your team works on this quarter, it is a KPI dressed up as a goal.
Why it matters
Conflating the two produces a planning process that looks rigorous but changes nothing. Teams leave quarterly planning with the same list of tracked metrics repackaged as goals. Nobody knows what to actually do differently.
The distinction is structural. OKRs create a time boundary and a success condition. A manager can walk into a room in ten weeks and say yes or no. KPIs have no finish line; they are watched, not won.
The practical test: can your report explain, in one sentence, what they are supposed to do more or less of this quarter because of this goal? If the answer is 'monitor the dashboard,' it is a KPI, not an OKR.
How it works in practice
How to choose the right framework
-
Start with the question you are trying to answer
If the question is 'how are we doing?', you need a KPI. If the question is 'what do we need to change this quarter?', you need an OKR. Both are valid; they answer different questions.
-
Check whether there is an end state
OKRs have a finish line. KPIs do not. If your goal does not have a clear moment when you would declare victory, it is a KPI. Reframe it: what outcome would make this metric acceptable by end of quarter?
-
Ask what behavior the goal changes
A real OKR changes what your team works on. If you can run your OKR planning session without anyone needing to stop or start anything different, you have written KPIs, not OKRs.
-
Limit OKRs, not KPIs
Most teams should track 10 to 15 KPIs across the year. OKRs should be limited to two or three per team per quarter. If you have more than three OKRs, you have none.
-
Use KPIs to set OKR baselines
Your existing KPI data is the raw material for OKR-writing. If your weekly active user KPI is 40%, that is your baseline. A strong OKR might read: 'Move weekly active users from 40% to 55% by increasing activation in the onboarding flow.'
Common mistakes
Writing a KPI with an OKR label
The tell is a goal that says 'maintain' or 'sustain.' Maintain NPS above 45. Sustain retention above 85%. These are monitoring thresholds, not objectives. Rename them KPIs and write a separate OKR that moves the needle.
Adding too many key results
OKRs with six or seven key results are actually KPI dashboards. Limit to two or three key results per objective. If everything is measured, nothing is prioritized.
Setting OKRs that do not require trade-offs
If your team can hit every OKR without stopping anything, the OKRs are not ambitious enough. A real objective requires choosing what not to do. If no trade-off was made in planning, the OKR will not change behavior.
Treating OKR check-ins as reporting, not steering
Weekly OKR reviews are not status reports. The question is not 'where are we?' but 'what do we need to change to get there?' If the review produces no decision, it is check-in theater.
What it sounds like
Engineering team planning session, Q3 kickoff.
“Our KPI is that response time stays below 200ms,” Daniel said.
Merav looked at the board. “That is a health metric, not a goal. What is the thing we want to be different by October?”
Guy wrote on the whiteboard: ‘Reduce p95 latency by 40% through query optimization, so we can handle the Siemens load without scaling infra.’ That is an OKR.
Questions managers actually ask
Can a KPI become an OKR?
Yes, but only when the number needs to move, not just be maintained. A KPI that is below target becomes the baseline for an OKR that defines how to fix it.
Do we need both OKRs and KPIs?
Yes. KPIs tell you the system is healthy; OKRs direct effort toward specific improvement. Running only KPIs means you monitor but never mobilize.
How many OKRs should a team of six carry?
Two or three objectives per quarter, with no more than three key results each. More than that and the planning document becomes a wishlist.
Should individual contributors have OKRs?
Sometimes, but use them carefully. Team-level OKRs first. Cascade individual OKRs only when a person's work genuinely has a distinct outcome. Avoid creating OKRs just to fill a performance process.
What happens when a KPI drops below threshold mid-quarter?
That is the moment a KPI earns an OKR. The drop signals that monitoring is no longer enough and effort needs to be directed at fixing the metric.
Can we use OKRs for ongoing work like support or infrastructure?
OKRs work best for change, not steady-state. For ongoing operations, KPIs are the right tool. Use OKRs for the improvements you want to make to how that work is done.
See how Leap improves execution in your meetings
Leap sits in your meetings, captures decisions and owners in real time, and shows you where execution breaks down before the week is out.