2026 Benchmarks Insights

Explore new AI insights from the 2026 Software Engineering Benchmarks Report – backed by 8.1M+ PRs across 4,800 engineering teams and 42 countries.

Rob Zuber

CTO

Circle CI

Smruti Patel

SVP

Apollo GraphQL

Yishai Beeri

CTO

LinearB

No fluff. Just data-driven insights from millions of data points and a 35-minute roundtable discussion breaking down:

State of the Market: Survey results and reflections from our 2026 AI in Engineering Leadership survey.

2026 Benchmarks: This year’s benchmarks include 20 metrics spanning the entire SDLC – plus 3 all-new AI metrics.

[NEW] AI insights: A brand new segment breaking down the impact AI tools are having on delivery velocity, code quality, and team health.

Report

Created from a study of 8.1+ M PRs from 4,800 engineering teams across 42 countries.

Guide

Everything you need to define, hire, and empower the Director of AI enablement in your engineering organization.

Guide

This guide will show you why Rework matters, how to measure it, and how to reduce it with smart practices and automation.