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Best Prioritization Methods 2024

Updated: May 22

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Best prioritization methods preview

RICE Scoring Method

What is the RICE Scoring Method?

The RICE scoring method is a framework used to prioritize tasks based on four criteria: Reach, Impact, Confidence, and Effort. This method is commonly utilized in project management and product development to determine which projects or tasks should be tackled first.


The Reach criterion evaluates how many people will be affected by a specific task or project. This helps in determining the potential impact of the task on a wider audience.


Impact measures the potential effect a task will have once completed. It helps in understanding the significance of the task in achieving the overall project goals.

  • 3 for massive impact

  • 2 for high

  • 1 for medium

  • 0.5 for low 

  • 0.25 for minimal


Confidence indicates how sure you are about the estimates provided for Reach, Impact, and Effort. It helps in reducing uncertainties and making informed decisions.

  • 100 for high confidence

  • 80  for medium

  • 50 for low


Effort refers to the amount of time, resources, and manpower required to complete a specific task. It helps in assessing the feasibility and practicality of the task.

  • Months: 5 x N of people involved

  • Few weeks: 4 x N of people 

  • One week: 3 x N of people 

  • Few days: 2 x N of people 

  • One workday or less: 1 x N of people 

RICE Scoring method diagram

Why Use the RICE Scoring Method?

The RICE scoring method provides a structured approach to decision-making by considering both the potential impact and the resources required for a task. By using this method, teams can prioritize tasks effectively and focus on projects that will yield the highest results with the least effort.

How to Apply the RICE Scoring Method

  1. Gather Information: Collect data on the Reach, Impact, Confidence, and Effort for each task.

  2. Calculate Scores: Assign a numerical value to each criterion based on its significance.

  3. Prioritize Tasks: Rank tasks based on their total RICE score, with higher scores indicating higher priority.

  4. Allocate Resources: Focus on tasks with high RICE scores to maximize impact while optimizing resource utilization.

In conclusion, the RICE scoring method is a valuable tool for decision-making and prioritization in project management. By evaluating tasks based on Reach, Impact, Confidence, and Effort, teams can enhance their workflow, increase efficiency, and achieve better results in their projects.

RICE score model formula

Eisenhower Matrix

Understanding the Eisenhower Matrix

The Eisenhower Matrix, also known as the Urgent-Important Matrix, is a time management tool that helps individuals prioritize tasks based on their urgency and importance. It is named after the 34th President of the United States, Dwight D. Eisenhower, who was known for his ability to make tough decisions efficiently. Dwight Eisenhower attributed a phrase related to time management to a “former college president” which stated:

“I have two kinds of problems, the urgent and the important. The urgent are not important, and the important are never urgent.” source

This formed the basis of a decision making and time management method which sorted tasks based on urgency and importance. 

Some time after Eisenhower’s insights into problem management based on urgency and importance, Dr. Stephen Covey established in his book The 7 Habits of Highly Effective People a more practical method to prioritize tasks. This became known as the Eisenhower Matrix also known as The Time Management Matrix, The Eisenhower Box, The Eisenhower Method, and The Urgent-Important Matrix.  The process included mapping of tasks against the two dimensions of urgency and importance  in a four-box grid

Breaking Down the Quadrants

Quadrant 1: Urgent and Important

Tasks in this quadrant are both urgent and important, requiring immediate attention. These are often crisis situations or pressing deadlines that cannot be ignored.

Quadrant 2: Not Urgent but Important

Tasks in this quadrant are important for long-term goals and personal growth but do not have an immediate deadline. This is where proactive planning and goal setting take place.

Quadrant 3: Urgent but Not Important

Tasks in this quadrant may seem urgent but do not contribute significantly to long-term goals. These tasks can often be delegated or minimized to focus on more important matters. 

Quadrant 4: Not Urgent and Not Important

Tasks in this quadrant are time-wasters and distractions that do not align with long-term goals. It's essential to eliminate or minimize these tasks to maximize productivity. What does not need to be done at all e.g. unofficial business.

Eisenhower Matrix diagram

Applying the Eisenhower Matrix in Daily Life

The Eisenhower Matrix is a powerful tool for mastering productivity and time management. By understanding the urgency and importance of tasks, resolve to strategic choices that lead to increased efficiency and success in both personal and professional endeavors.By categorizing tasks into the four quadrants of the Eisenhower Matrix, individuals can gain clarity on their priorities and make informed decisions on where to focus their time and energy. 

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MoSCoW prioritization

Breaking down MoSCoW prioritization

MoSCow prioritization is a technique used in project management to categorize requirements into four distinct groups: Must-haves, Should-haves, Could-haves, and Won't-haves. The acronym stands for Must, Should, Could, and Won't, representing the priority levels of each requirement.

  • Must-Have: Requirements or tasks that are critical for project success and must be included in the final deliverable.

  • Should-Have: Important requirements or tasks that are not critical for immediate project success but should be included if possible.

  • Could-Have: Desirable requirements or tasks that are not critical and could be included if time and resources allow.

  • Won't-Have: Requirements or tasks that are considered less important or not feasible for the current project iteration. These are moved to future phases or projects.

MoSCoW prioritization diagram

Benefits of MoSCow Prioritization

By using MoSCow prioritization, project managers can:

  • Focus on Critical Needs: By identifying Must-haves, teams can prioritize resources and efforts on essential tasks.

  • Enhance Decision Making: The clear categorization helps in making informed decisions on what to include or exclude from the project.

  • Improve Communication: Stakeholders have a better understanding of the project's priorities, leading to clearer communication and expectations.

Implementing MoSCow Prioritization

To effectively use MoSCow prioritization in your projects:

  1. Engage Stakeholders: Collaborate with stakeholders to define and agree on the priority levels of requirements.

  2. Regularly Review and Update: Priorities may change throughout the project lifecycle, so it's crucial to regularly review and update the categorization.

  3. Maintain Transparency: Ensure transparency in the prioritization process to build trust and alignment among team members.

MoSCow prioritization is a valuable tool in project management that allows teams to focus on critical requirements, make informed decisions, and improve communication. By implementing this technique, projects can be executed more efficiently and effectively, leading to successful outcomes.

ICE score model 

Breaking down ICE score model

The ICE score model is a prioritization technique commonly used in Agile development to determine which features or tasks should be addressed first. ICE stands for Impact, Confidence, and Ease. Here's a breakdown of each component:

1. Impact: This refers to the potential impact a feature or task will have on the project or product. It could include factors such as customer value, revenue impact, user satisfaction, etc. Essentially, it's a measure of how beneficial or important the task is to the project's goals.

2. Confidence: Confidence represents how confident the team feels about their ability to deliver the feature or task successfully. Factors influencing confidence could include familiarity with the technology, domain expertise, availability of resources, and potential risks.

3. Ease: Ease assesses the relative simplicity or complexity of implementing the feature or task. Tasks that are easier to implement are typically prioritized higher because they can be completed more quickly and with fewer resources.

ICE Score model diagram

Benefits of ICE score model

1. Objective Prioritization: ICE breaks down prioritization into quantifiable factors, reducing bias and ensuring decisions are data-driven.

2. Alignment with Goals: It helps teams focus efforts on tasks that align with project objectives, ensuring greater success.

3. Risk Mitigation: Teams assess risks associated with tasks, enabling proactive risk management.

4. Efficient Resource Allocation: Prioritizing tasks based on ease of implementation ensures efficient resource use.

5. Faster Delivery: High-impact tasks are tackled first, leading to quicker delivery of value.

6. Transparency and Collaboration: ICE fosters transparent communication and collaboration by involving stakeholders in prioritization decisions.

In short, ICE facilitates faster, more efficient Agile development by prioritizing tasks based on impact, confidence, and ease.

Implementing ICE scoring model

To calculate the ICE score for each feature or task, you assign a numerical value to each component (e.g., on a scale of 1 to 10) and then calculate the ICE score using the formula:

ICE Score = (Impact × Confidence × Ease)

Once you've calculated the ICE scores for all features or tasks, you can prioritize them based on their scores. Features with higher ICE scores are typically given higher priority because they represent tasks that are both important and feasible to implement.

This model helps Agile teams focus their efforts on tasks that will deliver the most value with the least effort, leading to more efficient use of resources and faster delivery of results.

Benefits of implementing prioritization methods

  • Efficiency: Prioritization techniques streamline tasks, enhancing time management and boosting overall productivity. This structured approach helps manage your workload better and provides a clearer view of project analysis, rather than working on tasks nonstop.

  • Clarity: By highlighting important tasks, prioritization reduces ambiguity, ensuring everyone understands what needs to be done first. This clarity ensures higher quality products or services, as attention to detail exceeds expectations.

  • Alignment: Prioritization fosters cohesion within teams and organizations, aligning efforts towards common goals. This eliminates unnecessary functions, establishing the right list of requirements to meet.

  • Risk Reduction: Early identification and addressing of high-priority tasks mitigate risks, preventing potential issues from escalating. This structured approach also leads to faster development, as projects are well-structured, allowing teams to focus solely on development.

  • Resource Optimization: Prioritization ensures optimal allocation of resources, maximizing their impact on key activities. Through involving customers in the prioritization process, the expectation gap is reduced, leading to higher customer satisfaction and general satisfaction with the end product or service.

When to use which prioritization technique?

As a project manager

As an effective team leader and project manager, it's your responsibility to maintain momentum and ensure that every aspect of the project is on track for success.

To achieve this success, employing methodologies like RICE, the Eisenhower matrix and the ICE score model are highly recommended. These techniques provide structured frameworks for prioritizing tasks, allocating resources, and making strategic decisions, ultimately contributing to the overall success of the project or company.

For Agile development

In agile development, the MoSCoW prioritization emerge as the top choice due to its effectiveness in prioritizing features and requirements for products or services. This technique excels in prioritizing certain features and requirements facilitating more focused and efficient development processes.

Interested in learning more? Visit our glossary

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