What is the Bucket System in Scrum?

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What is the Bucket System in Scrum?
Learn how the Bucket System boosts agile estimation in Scrum. Discover fast, scalable backlog sizing with best practices, tools, and real-world tips
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Published on
Jul 4, 2025
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Estimation is not a simple term in Scrum; it's a driving force of any successful agile project. I am proud to be in the agile project management domain. I began my role as a junior developer, and now, after working for years, I have reached the role of Scrum Master. The way the agile estimation domain is adopting emerging changes and requirements is phenomenal.

To make the estimation process more effective, the Bucket System can be handy. The term agile estimation came into use in software development companies very long ago. After recognizing its advantages, many other teams and industries adopted it. Scrum teams can also integrate a dynamic bucket approach to increase estimation accuracy, improve the adaptive and flexible nature, and enhance team collaboration.

There is a lot more to learn about the Bucket System in Scrum. Don't stop, dive into this blog to know more about what is refining the estimation process.

Pain Points of Traditional Estimation

Estimation is not new, it came into use from the day we started planning projects. Initially, traditional estimation methods were helping teams, but they had some major pain points that affected project planning a lot. Here are some key pain points:

1. Time-Consuming Process

Traditional estimation feels difficult when dealing with large backlogs. This restricts the team's ability to plan effectively. Getting estimates for 100+ user stories through Planning Poker can take entire days. Even if the team needs to estimate complex features, the process becomes time-consuming and pulls back the sprint planning prospects.

2. Estimation Fatigue

Traditional estimation requires lengthy discussions for each item. This repeated, detailed analysis is exhausting. The estimation process, like Planning Poker sessions, can be mentally draining when handling large volumes of work.

3. Inefficient Group Dynamics

Since traditional estimation depends on group consensus for every item, tracking individual insights and diverse perspectives becomes very difficult in lengthy processes. In a large development team, it is difficult to manage different viewpoints for each story. Since the traditional method is discussion-based for every item, process automation of estimation is not possible.

4. Difficulty in Handling Large Backlogs

To calculate the scope of large projects, a collection of estimates for hundreds of items is required. In traditional estimation, data-driven bulk processing is impossible, making the traditional process difficult to scale effectively. Since traditional estimation teams cannot quickly process large volumes, making the required planning decisions becomes challenging.

5. Team Participation Challenges

For your estimate process to really fly, everyone on the team has to feel involved. With old-school methods, long meetings tend to let the loudest voices steer the ship while quieter folks sit on the sidelines. Creating collaborative estimation environments for every single item is not possible through traditional methods without a significant time investment.

Bucket System Method Meets All Pain Points

A Bucket System methodology provides flexibility in estimation, collaboration among different team members and makes use of relative sizing principles. This adoption improves the estimation process of any organization by removing bottlenecks between team discussions, improving a culture of rapid consensus building, and reacting quickly to changing backlog priorities. Traditional estimation often has rigid item-by-item processes and long-term discussion cycles. On the other hand, the Bucket approach improves responsiveness and follows an iterative sorting approach.

Increased Estimation Speed: Modern Bucket approaches include process planning, increased team collaboration, and staying updated on backlog requirements, which helps in increasing the estimation throughput.

Cost Maintenance: The Bucket scope plans the time required and helps in maintaining the effort within the planned sprint capacity. Iterative methods help in easy adoption and reduce unwanted time overhead.

Efficient Documentation: The complete estimation process is done systematically, and tools like digital boards and estimation platforms are used to store and share the story point information.

Performance Tracking: Tracking is done with the data collected from the estimation sessions and actual delivery times. The data-driven approach helps in tracking the accuracy of estimates.

Key Principles of Bucket System Estimation

All important features to improve estimation are mentioned here:

  • Relative Sizing

The estimation revolves around comparing stories, not absolute time estimates. To improve estimation accuracy, it is important to understand and compare story complexity. Teams with this approach work based on reference stories and make sizing decisions relative to established baselines.

  • Collaboration

This process helps in improving teamwork across different team members, like developers, testers, and product owners, required for accurate estimation. The team collaboration helps in meeting estimation goals and sprint planning expectations.

  • Divide and Conquer Process

The bucket process uses a divide-and-conquer method instead of a linear item-by-item discussion. This process helps teams continuously implement, learn, and refine their estimation strategies based on reference points and individual assessment.

  • Team Empowerment

Estimation teams are empowered by giving the power of individual decision-making during the sorting phase. Taking estimation action immediately without waiting for group consensus on every item. This process of providing autonomy to team members can improve the sense of ownership. Bucket testing during this phase helps validate individual sizing decisions against team consensus.

  • Data-Driven Accuracy

The Bucket System methodology relies on comparative analytics to inform sizing decisions and measure estimation success. Teams use story point metrics to track performance and identify areas for improvement.

Example of the Bucket System in Action

To get better clarification, consider a development team that needs to estimate a 150-story backlog for quarterly planning. They can establish reference stories in buckets 3, 8, and 13 to collect baseline comparisons from the team. Based on these references, team members can make individual sorting decisions for the remaining stories. Adding stories through bucket sorting will make the estimation process efficient. This process increases team satisfaction and accelerates the planning cycle.

How the Bucket System Changes the Game

Switching to Bucket System estimating can give any Agile team a serious lift. Here are the biggest wins organizations usually see:

1. Lightning-Fast Estimates

Because the Bucket System breaks sizing into simple buckets, people decide on a story in seconds instead of minutes. That speed proves huge when sprint plans change overnight, or backlog items pile up before a big release. Picture a team staring at hundreds of tickets the week before a quarterly planning event, yet leadership wants numbers by Friday.

2. Everyone Stays in the Loop

The system lets every voice count without dragging the meeting into a marathon. Team members grab a bucket, place a card, and then move on, so no single opinion drowns out the rest. In a mixed team, for instance, designers, developers, and testers first sort stories alone, then check answers together, spotting blind spots along the way.

3. Better, More Consistent Numbers

With cards sorted next to similar tasks, the guesswork that sparks wild variances nearly vanishes. Teams can cite a familiar benchmark-like a medium-sized feature-and size new stories against that yardstick. Over time, that muscle memory makes reference points clearer, lifting confidence and reducing surprises when work finally starts.

4. Planning Runs Smoother

Because the Bucket System works in clear, repeatable steps, teams spot problems and successes faster than with loose guesswork. Planning meetings use their time better, too. If one set of buckets keeps steering estimates off track, the squad can swap to another layout right there in the session and keep moving.

5. Decisions Backed by Numbers

Instead of hunches, Bucket teams lean on hard data gathered over sprints. By watching how story points map to actual speed, they spot patterns and rewrite sizing rules when needed. If reports show that certain types of tasks keep taking longer than promised, the crew adjusts the size anchor for those stories.

Bucket System vs. Traditional Estimation

Understanding the differences between Bucket System and traditional estimation methodologies is crucial for organizations considering a shift in their approach. Here's a comparison of the two:

AspectBucket SystemTraditional Estimation
ApproachSystematic sorting and groupingItem-by-item discussion
Team FocusEmphasizes individual assessment, then group validationRelies on group consensus for each item
Time StructureRapid bulk processingExtended per-item analysis
Decision MakingReference-driven and comparativeDiscussion-driven and absolute
ScalabilityHighly scalable for large backlogsLimited by discussion time constraints
 

Implementing Bucket System in Your Organization

Train Your Team: Start by educating your estimation team about Bucket System principles and practices. Consider workshops or training sessions to build a common understanding of relative sizing.

Foster a Systematic Culture: Encourage systematic approaches between estimation sessions and sprint planning. Regular backlog refinement meetings can help align sizing goals and share estimation insights.

Adopt Estimation Tools: Utilize tools that support Bucket methodologies, such as digital estimation platforms (e.g., Planning Poker Online, Scrumwise) and backlog management systems that allow for story point tracking.

Embrace Reference Stories: Encourage your team to establish clear reference points and learn from sizing comparisons. Create a safe environment where estimation experimentation is welcomed.

Focus on Velocity Metrics: Define key performance indicators (KPIs) that align with your Bucket System goals. Regularly review these metrics to assess estimation accuracy and make data-driven adjustments. Bucket testing with small sample groups can help validate your estimation approach before rolling out to larger backlogs.

Solicit Team Feedback: Implement mechanisms to gather team feedback throughout the estimation process. Use this information to refine your bucket approach and improve planning experiences.

Example of Integration

Think about a software shop dev squad starting to use the Bucket System. The group pulls in coders, testers, and the product owner, so everyone stays in sync. They gather every two weeks, set an overall point target, and spend the next sprint tracking how close they hit it. After each cycle, the crew compares the planned effort to what really shipped and fine-tunes their anchor stories accordingly. Over time, they notice a big jump in both confidences during planning and steadiness in the numbers.

Concluding Thoughts on Bucket System

Changes are constant in agile development, and estimation must adopt Bucket System approaches. This helps organizations develop the flexibility and responsiveness required for accurate planning. This adoption helps in increasing team collaboration, using data-driven sizing insights, and improving cross-functional estimation collaboration. Businesses can improve their planning performance and build stronger relationships with stakeholders.

Future of Bucket System Estimation

The benefits of adopting the Bucket System in estimation have made multiple agile teams move forward with systematic sizing approaches. Organizations can expect continuous growth in estimation accuracy and help in positioning the team in a good planning position. The new process helps in sustaining the complexities of modern project requirements, ultimately resulting in increased delivery success.

In short, tapping into the Bucket System or any clear sizing method builds a culture where your team works faster, talks openly, and always looks for a better way to get things done. When everyone practices these tricks day-in and day out, steering the group toward smarter planning routines feels more natural and less stressful. Find everything about in CSM certification process and improve your project output. With this fresh mindset and solid tools in place, your estimation crew can meet and even outshine the high bar set by today's project owners and sponsors.

 
 
 
 
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FAQ

1. What is the main difference between Bucket System and Planning Poker?

The Bucket System uses a "divide and conquer" approach where teams establish reference points collaboratively then sort remaining items individually. Planning Poker discusses every item as a group. This makes Bucket System much faster for large backlogs (50-100 items/hour vs 10-15 items/hour with Planning Poker).

2. When should I use the Bucket System instead of other estimation techniques?

Use the Bucket System when you have 40-500 items to estimate, face time constraints, need initial project scoping, or have experienced teams with shared domain knowledge. It's ideal for quarterly planning sessions and great backlog refinement efforts.

3. How do you set up the buckets for estimation?

Use Fibonacci sequence numbers (0, 1, 2, 3, 5, 8, 13, 21) as bucket labels. Start by placing a medium-complexity story in the "8" bucket as your reference point, then establish 2-3 more reference stories in different buckets before sorting the remaining items.

4. Can the Bucket System work for remote teams?

Yes, the Bucket System works well virtually using digital tools like Miro, Mural, or specialized estimation platforms. The structured approach actually helps manage coordination challenges of remote work, with clear phases for collaborative discussion and individual sorting.

5. How accurate are Bucket System estimates compared to detailed Planning Poker sessions?

Bucket System estimates are typically 80-85% as accurate as Planning Poker but delivered in 60-70% less time. The relative sizing approach and reference points maintain good accuracy while dramatically improving speed for large backlogs.

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About Author
Narasimha Reddy Bommaka

CEO of StarAgile, CST

Certified Scrum Trainer (CST) with Scrum Alliance. Trained more than 10,000+ professionals on Scrum, Agile and helped hundreds of teams across many organisations like Microsoft, Capgemini, Thomson Reuters, KPMG, Sungard Availability Services, Knorr Bremse, Quinnox, PFS, Knorr Bremse, Honeywell, MicroFocus, SCB and SLK adopt/improve Agile mindset/implementation

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