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Engineering Metrics Benchmarks
Set team improvement goals using industry standard benchmarks
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ELITE
Strong
fair
needs focus
Cycle time
< 42
hours
42-95
hours
95-188
hours
188+
hours
Coding time
< .5
hours
.5 - 1
hour
1 - 4.5
hours
4.5+
hours
PICKUP TIME
< 1
hour
1 - 3
hours
3 - 14
hours
14+
hours
ReView Time
< 1
hour
1 - 5
hours
5 - 21
hours
21+
hours
DEPLOY TIME
< 1
hour
1 - 20
hours
20 - 196
hours
196+
hours
DEPLOY FREQUENCY
Daily +
>1/week
1/week
<1/week
PR SIZE
< 105
code changes
105 - 155
code changes
155 - 229
code changes
229+
code changes
REWORK RATE
< 2%
2% - 6%
6% - 12%
12%+
PLANNING ACCURACY
> 80%
79 - 65%
64 - 40%
< 40%
*Calculated using 75th percentile
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Data Sourced from
+1,971
TEAMS
+4.5M
BRANCHES
The Engineering Metrics Benchmarks Study
The Engineering Metrics Benchmarks were created from a study of 1,971 dev teams and +4.5M branches. For the first time since DORA published their research in 2014, engineering teams are able to benchmark their performance against data-backed industry standards. Continue reading to learn more about our data collection and metric calculations.
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Engineering Metrics with LinearB
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