SPACE Framework Assessment
Assess your team across all 5 SPACE dimensions: Satisfaction, Performance, Activity, Communication, and Efficiency. Get a visual radar chart and recommendations.
The SPACE framework measures developer productivity across five dimensions instead of one: Satisfaction, Performance, Activity, Communication, and Efficiency. The whole point is to stop you grading a team on a single number like commits or velocity, which is the fastest way to get a metric that looks healthy while the team underneath it is not.
This assessment scores your team from 1 to 5 on each of the five dimensions, plots them on a radar so the lopsided ones jump out, and flags your weakest dimension as the place to start. It is built for engineering leaders and EMs who want a balanced read on team health rather than a throughput leaderboard.
Treat the result as a snapshot for a conversation, not a verdict. A team that scores high on Activity but low on Satisfaction is telling you something, and SPACE is designed to make that pattern visible before it turns into attrition.
Rate Your Team (1-5)
1 = Poor, 2 = Below Average, 3 = Average, 4 = Good, 5 = Excellent
SPACE Assessment Results
3.0 / 5.0
Average across 5 SPACE dimensions
SPACE Radar
Recommended Focus: Satisfaction
Team happiness, engagement, and wellbeing
- • Run regular developer satisfaction surveys
- • Address top complaints from team feedback
- • Invest in developer experience improvements
SPACE vs DORA
SPACE complements DORA by adding human factors. While DORA focuses on delivery metrics (deployment frequency, lead time, MTTR, change failure rate), SPACE includes satisfaction, communication, and broader efficiency measures.
Try our DORA Calculator for delivery metrics →About the SPACE Framework
The SPACE framework was introduced in "The SPACE of Developer Productivity" (2021) by Nicole Forsgren, Margaret-Anne Storey, Chandra Maddila, Thomas Zimmermann, Brian Houck, and Jenna Butler.
The framework argues that productivity is multidimensional and warns against using any single metric. It's designed to capture both outcomes (performance, activity) and perceptions (satisfaction, efficiency).
Key insight: Activity metrics alone (commits, PRs) can be gamed and don't capture actual value delivered. SPACE encourages measuring satisfaction and communication alongside output.
How it’s calculated
You rate the team from 1 to 5 on each dimension, where 1 is poor and 5 is excellent. The overall score is the average of the dimensions you fill in, so a partial assessment still returns a usable read. Each score maps to a maturity band: Foundational under 2.5, Developing 2.5 to 3.4, Established 3.5 to 4.4, and Optimizing 4.5 and up.
The five SPACE dimensions
- Satisfaction: team happiness, engagement, and wellbeing. Signals include developer satisfaction surveys, eNPS, and retention rates.
- Performance: code quality, reliability, and customer impact. Signals include customer satisfaction, review quality, and bug escape rate.
- Activity: observable actions and outputs such as commits, PRs merged, and deployments. The most gameable dimension, so weight it lightly.
- Communication: collaboration quality and knowledge sharing. Signals include review turnaround, documentation quality, and onboarding speed.
- Efficiency: flow state, low waste, and tooling quality. Signals include flow time, build wait times, and environment stability.
Why you never score on Activity alone
Activity is the easiest dimension to count and the easiest to fake. Push commit counts as a target and people split work into more commits; push PR throughput and people wave through small PRs. SPACE pairs Activity with the human dimensions on purpose, so a team that is busy but miserable cannot read as productive.
Where the scores come from
Satisfaction comes from a short recurring developer survey - a single anonymous question repeated each sprint is enough to trend. Performance and Activity come from your version control history and incident data. Communication comes from review timestamps and your knowledge base. Efficiency comes from a tooling and flow audit. Score what you have evidence for and leave the rest blank rather than guessing.
SPACE versus DORA
DORA measures delivery: deployment frequency, lead time for changes, mean time to recovery, and change failure rate. SPACE is broader and adds the human factors DORA leaves out. DORA tells you how fast and reliably you ship; SPACE tells you whether the team can keep shipping that way without burning down. Run both - they answer different questions.
Worked example
A team rates itself: Satisfaction 2, Performance 4, Activity 5, Communication 3, Efficiency 3. The average is 3.4, which lands in the Developing band, just under Established.
- Activity scores 5 and Performance scores 4 - this team ships a lot and ships solid work.
- Satisfaction scores 2, the clear laggard and the flagged focus area.
- Communication and Efficiency sit at 3, fine but not a strength.
The radar shows a spike on Activity and a dent on Satisfaction. That shape is the classic warning sign: high output riding on a team that is running hot. The read is not "push for more activity," it is "find out why people are at a 2." Left alone, that gap usually shows up as attrition a quarter or two later, and the Activity score follows it down. The right next move is a satisfaction survey and acting on what it says, not chasing the numbers that already look good.
Our Take
SPACE succeeds where DORA falls short - it acknowledges that developer experience matters as much as throughput. You can't optimize delivery while burning out your team.
Most engineering leaders obsess over deployment frequency and lead time, missing the human factors that actually drive sustainable performance. SPACE forces you to measure what matters: is your team thriving, or just surviving? The best-performing teams we've seen score high across all five dimensions, not just the easy-to-measure ones.
"Teams scoring high on Satisfaction in SPACE have 40% lower attrition and 25% higher productivity."
— Microsoft SPACE Framework Research, 2021
Key terms
- SPACE Framework
- A five-dimension model for measuring developer productivity - Satisfaction, Performance, Activity, Communication, and Efficiency - introduced by researchers at GitHub, Microsoft, and the University of Victoria. It rejects single-metric scoring in favour of a balanced, team-level read.
- Satisfaction Dimension
- Team happiness, engagement, and wellbeing, captured through surveys, eNPS, and retention. It is a leading indicator: when it drops, the output dimensions tend to follow.
- Activity Dimension
- Observable outputs such as commits, merged PRs, and deployments. The most countable dimension and the most gameable, which is why SPACE never reads it in isolation.
- Maturity Band
- The Foundational, Developing, Established, or Optimizing tier a dimension or overall score falls into, based on its 1 to 5 rating rather than a forced ranking against other teams.
- Focus Area
- The lowest-scoring dimension in an assessment. SPACE flags it as the place to invest next, on the logic that the weakest dimension caps how much the others are worth.
Frequently Asked Questions
The SPACE framework is a multidimensional model for measuring developer productivity created by researchers at GitHub, Microsoft, and the University of Victoria. It stands for Satisfaction, Performance, Activity, Communication, and Efficiency. Unlike single-metric approaches, SPACE acknowledges that productivity is complex and must be measured across multiple dimensions to get an accurate picture of team health and output.
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