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“Your benchmarks don't apply to us"
Why benchmark trends matter more than you think.
Aug 14
•
Brian Houck
9
The State of AI Impact in Engineering: Q2 2026
Data from 500+ teams reveals that AI is delivering measurable velocity gains, but velocity alone isn't the story.
Jul 22
•
Justin Reock
25
3
The AI efficiency plateau
Tracking the trajectory of developer time savings from AI
May 27
•
Brian Houck
11
2
4
AI productivity gains: More modest than expected
Findings and discussion from DX's longitudinal study across 400+ companies.
Apr 28
•
Abi Noda
and
Brian Houck
19
4
AI Impact Report: Q1 2026
A quarterly report sharing insights from 400+ companies integrating AI into daily engineering work.
Apr 14
•
Justin Reock
20
2
Developer ramp-up time continues to accelerate with AI
Time to 10th PR has more than halved since early 2025.
Apr 9
•
Justin Reock
13
5
AI productivity gains are 10%, not 10x
Preliminary data from our longitudinal AI impact study.
Mar 11
•
Justin Reock
31
12
3
AI tooling benchmarks: PR throughput and usage by tool (Q1 2026)
Updated data from a sample of 64,680 developers across 219 companies.
Jan 21
•
Justin Reock
12
1
1
DevProd headcount benchmarks, Q1 2026
Research across multiple industry verticals and engineering team sizes.
Jan 7
•
Justin Reock
12
AI-assisted engineering: Q4 impact report
Data and insights from 400+ organizations navigating their AI transformation.
Nov 4, 2025
•
Laura Tacho
6
5 interesting learnings from Revenue per Engineer data at 300+ companies
Top-performing companies see $1.5M+ Revenue per Engineer.
Apr 9, 2025
•
Abi Noda
20
1
1
2024 benchmarks for the DX Core 4
Smaller companies are faster, tech companies spend more time innovating, insight into mobile engineering, and more.
Dec 17, 2024
•
Abi Noda
and
Laura Tacho
15
1
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