Understanding OKR: Definition, Implementation, and Comparison with KPI

OKR (Objectives and Key Results) is a strategic goal‑setting framework invented by Intel, consisting of a clear, focused objective and several measurable key results; for example, an objective to "operate an app" might have a key result of achieving 100,000 daily active users within six months.

Qtest, a professional testing team under 360, implemented OKR for over half a year and observed rapid achievement of top‑down team goals such as CI/CD and tool platform development, as well as increased support for bottom‑up innovative ideas like code‑coverage tools and traffic‑stress testing utilities.

Weekly and monthly meetings using OKR’s four‑quadrant tracking reduced verbose reporting, making communication more focused and efficient.

Key guidelines for setting OKRs include clarifying the company mission first, aligning objectives from company to department to individual, keeping objectives challenging yet limited (ideally one per team), gathering ideas from all members, and defining 3‑4 measurable key results per objective.

Each key result should start with an initial confidence index (commonly 5/10) that is tracked throughout the OKR cycle.

The main difference between OKR and KPI is that OKR focuses on the desired outcome (the goal), while KPI concentrates on the metric used to evaluate performance; OKR drives what to achieve, KPI indicates how success is measured.

For example, a company like Pinduoduo might set an OKR to "surpass JD in Q4 2018," whereas the corresponding KPI could be "increase order volume by 100% in Q4 2018," illustrating how goals and metrics differ.

In summary, OKR helps teams do the right things, while KPI ensures they do those things correctly.

Four‑quadrant tracking tool (illustrated below) supports ongoing OKR management: Quadrant 1 – retain OKRs and update confidence weekly; Quadrant 2 – weekly plan (must‑do vs. should‑do); Quadrant 3 – four‑week outlook; Quadrant 4 – status of OKR‑related metrics.

Qtest is the professional testing team of 360, pioneering platform‑based testing efficiency.