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Estimation Without Planning Poker: Alternative Techniques

estimation techniques agile

Planning Poker is the most popular estimation technique, but it is not the only one. For large backlogs, new teams, or quick sessions, other techniques can be more efficient.

Affinity Estimation

How It Works

  1. Write all stories on cards
  2. Create columns on the wall: Very Small, Small, Medium, Large, Very Large
  3. The team silently organizes the cards, one by one
  4. Discuss only items with disagreement
  5. Assign values (Fibonacci) to each column

When to Use

  • Large backlogs — works for 20–40 items at once
  • First estimation — when the team does not have a calibrated scale
  • Prioritization workshops — with non-technical stakeholders

Pros and Cons

ProsCons
AffinityFast for many itemsLess precise than Poker

Bucket System

How It Works

  1. Create “buckets” with pre-defined values (1, 2, 3, 5, 8, 13)
  2. Each member picks an item and places it in the bucket they consider correct
  3. If there is disagreement, discuss and reposition
  4. Continue until all items are classified

When to Use

  • Experienced teams — who already understand the scale
  • Quick refinement — for relatively well-understood items

Value/Effort Ordering

How It Works

  1. List all items
  2. Order by effort (left = lower, right = higher)
  3. Order by value (top = higher value, bottom = lower)
  4. High value + low effort items are quick wins

When to Use

  • Prioritization workshops — with the PO and stakeholders
  • Roadmap planning — high-level product vision

Planning Oranges (or “Card Ordering”)

How It Works

The facilitator spreads cards on the wall in ascending order of effort. The team discusses and adjusts positions. More visual and intuitive than Planning Poker.

Pros and Cons

ProsCons
VisualIntuitive, good for all levelsTakes up physical or digital space
Fast20–30 min for 30 itemsLess precise for large items

Dot Voting

How It Works

  1. Place the items on a board
  2. Each member receives 3–5 “dots” (stickers or digital votes)
  3. Vote on the items that seem the most complex
  4. Items with more votes = higher estimate

When to Use

  • Very quick sessions — 15 minutes for 20 items
  • Backlog triage — when you just need a rough sense of size

Comparison of Techniques

TechniqueSpeedPrecisionItems per SessionBest For
Planning PokerModerateHigh10–15Sprint planning
AffinityFastMedium20–40Large backlogs
Bucket SystemModerateHigh15–30Experienced teams
Value/Effort OrderingFastMedium15–25Prioritization
Dot VotingVery fastLow20+Quick triage

Which One to Choose?

  • Sprint Planning: Planning Poker or Bucket System
  • Backlog refinement: Affinity or Bucket System
  • Prioritization workshop: Value/Effort or Dot Voting
  • New teams: Affinity (more visual, intuitive)
  • Mature teams: Planning Poker (deep discussion)

Conclusion

Planning Poker is great, but it is not a silver bullet. For many items, Affinity is faster. For prioritization, Value/Effort is more visual. Combine techniques depending on the moment and the goal of the session.