# Quickstart metrics guide: Planning Accuracy

> In this guide you’ll learn why Planning Accuracy matters, how to measure it, and how top-performing teams improve it.

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# Quickstart metrics guide: Planning Accuracy

Most engineering teams fail to deliver on half of the work they commit to in a sprint. This leads to missed deadlines, disrupted roadmaps, and reduced confidence from the business. In this guide you’ll learn why Planning Accuracy matters, how to measure it, and how top-performing teams improve it.

# Quickstart metrics guide: Planning Accuracy

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![Cover graphic for Planning Accuracy Quickstart guide.](https://assets.linearb.io/image/upload/c_fit,w_2560,h_1339/f_auto/q_auto/v1/Blog_Metrics_Planning_Accuracy?_a=BAVMn6ID0)

## Why Planning Accuracy matters

Planning Accuracy is more than a metric—it’s about trust and predictability. When teams consistently meet the commitments they make, they create a stable delivery rhythm that drives business outcomes. High Planning Accuracy means:

Checkmark

Teams deliver what they promise

Checkmark

Product and stakeholders trust engineering

Checkmark

Sprints are focused and predictable

![Accuracy Scores over time: Planning vs. Capacity accuracy](https://assets.linearb.io/image/upload/c_fit,w_2560,h_2560/f_auto/q_auto/v1/qmg-planning-accuracy-1_phqxwb?_a=BAVMn6ID0)

## Where does your team stand?

Based on 6.1M+ PRs from 3,000 teams across 32 countries:

* Elite: >80%
* Good: 65–80%
* Fair: 45–64%
* Needs Focus: <45%

Most teams land in the Fair or Needs Focus range, meaning there’s a huge opportunity to improve.

![2025 Planning Accuracy Benchmarks](https://assets.linearb.io/image/upload/c_fit,w_2560,h_2560/f_auto/q_auto/v1/qmg-planning-accuracy-2_w99xvs?_a=BAVMn6ID0)

## How to interpret Planning Accuracy

Planning Accuracy tells you how much of your committed work actually gets done in an iteration. But to get the full picture, you need to pair it with other metrics:

* Capacity Accuracy: Are we taking on the right amount of work?
* Velocity & Stability: Are we delivering consistently?
* Bug Investment: Is unplanned work derailing our sprints?

![qmg planning accuracy 3 nnukaf](https://assets.linearb.io/image/upload/c_fit,w_2560,h_2560/f_auto/q_auto/v1/qmg-planning-accuracy-3_nnukaf?_a=BAVMn6ID0)

Download your free copy

![Cover of Planning Accuracy Quickstart metrics guide](https://assets.linearb.io/image/upload/c_fit,w_1920,h_2417/f_auto/q_auto/v1/qmg-planning-accuracy-cover_sg532j?_a=BAVMn6ID0)

## More resources

[![Cover image for From measurement to action: moving off Appfire Flow without starting over](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/webinar_appfire_flow_migration_7387e46670?_a=BAVMn6ID0)](https://linearb.io/resources/flow-migration-workshop)

Workshop

[From measurement to action: moving off Appfire Flow without starting over](https://linearb.io/resources/flow-migration-workshop)

Join a live workshop on making the move off Appfire Flow without losing your history, your team structure, or your momentum.

[![Cover image for The AI engineering productivity gap: how elite teams pull ahead in 2026](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_2026_AI_Benchmarks_fd0e41d857?_a=BAVMn6ID0)](https://linearb.io/resources/ai-engineering-productivity-gap)

Guide

[The AI engineering productivity gap: how elite teams pull ahead in 2026](https://linearb.io/resources/ai-engineering-productivity-gap)

Elite AI teams nearly doubled their merge rate in 2026 while developers using no AI stalled. See the engineering productivity gap in LinearB's 2.7M-PR data.

[![Cover image for Migrating from Appfire Flow: a practical guide for engineering teams](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_Moving_beyond_flow_88c071e703?_a=BAVMn6ID0)](https://linearb.io/resources/appfire-flow-migration-guide)

Guide

[Migrating from Appfire Flow: a practical guide for engineering teams](https://linearb.io/resources/appfire-flow-migration-guide)

Flow will cease operations in 2027\. If your team built workflows, dashboards, and quarterly reviews around Flow, you have a real problem on a fixed deadline.

## Structured data

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