Virtual Workshop
2026 Benchmarks Insights
Join top engineering leaders for a 35-minute roundtable discussion on how AI is redefining the global software ecosystem, from generative coding to autonomous delivery.
All registrants will receive an early copy of the report in their inbox.
Preferred session
Sessions
DATE 01
1pm ET
Dec. 10, 2025
DATE 02
11am GMT
Dec. 11, 2025
This year’s 2026 Engineering Benchmarks Report reveals the AI-driven shifts in developer productivity, code quality, and team health – backed by data from 8.1 million pull requests and qualitative insights from engineering leaders worldwide.
AI has entered the software development lifecycle – and it’s rewriting the rules of engineering performance. Be among the first to see how the best teams are adapting, and what engineering excellence looks like in the AI era.
But this year, numbers are only half of the story. For the first time, we’ve conducted a survey to capture qualitative insights – direct quotes, feedback, and reflections from top engineering leaders who are navigating the AI shift in real time.
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Round table discussion with industry leaders on the AI productivity and DevEx insights from the 2026 report.
Key takeaways on the impact AI tools are having on delivery velocity, code quality, and team health.
An early release copy of the report, sent to all registered event guests.
About the report
This year marks the fifth annual edition of the Software Engineering Benchmarks Report – and the first to examine how AI is reshaping software delivery.
Our 2026 benchmarks insights were compiled from 8.1+ million pull requests, 4,800+ dev teams, and 42 countries. All data is segmented by company size and metric percentile (P50, P75, P90, and Average), helping you compare your performance to industry peers.
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