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2026 State of Automotive Software Development Report
- Chapter 1 - What Are the Top Market Challenges Impacting Automotive Software Development?
- Chapter 2 - The Leading Concerns in Automotive Software and Technology Development
- Chapter 3 - Areas of Automotive Software Development
- Chapter 4 - Adoption & Implementation of Shift-Left
- Chapter 5 - Recalls and Software Vulnerabilities
- Chapter 6 - Automotive Software Security
- Chapter 7 - How Are Software-Defined Vehicles (SDVs) Affecting Developers?
- Chapter 8 - Leading Trends in Automotive AI
- Chapter 9 - Why Standards Compliance Remains Vital for Automotive Development
- Chapter 10 - Key Coding Standards for Automotive Software Development
- Chapter 11 - How Development Teams Manage Their Work
- Chapter 12 - Which Software Tools Development Teams Are Using
- Chapter 13 - Open-Source Automotive Software
- Chapter 14 - Why Perforce Software Solutions Remain Essential for Automotive Software Development
- About the Survey — Appendix
Report > 2026 State of Automotive Software Development Report
Chapter 10 - Key Coding Standards for Automotive Software Development
82% of those surveyed are using at least one coding standard, a slight decrease of 4% compared to last year. Even a 4% decrease, though, is alarming. Respondents who cited their top overall concern as Testing are using a coding standard the most (87%), followed by Security (86%) and Quality (84%). Interestingly, those with Safety as their top concern had the lowest usage of a coding standard (79%), even below Productivity (80%).
As the overall safety concerns this year revolved around difficulty fulfilling every ISO 26262 requirement, those who do use a coding standard are better positioned to fulfill essential functional safety standards.
The use of a coding standard is important for code quality, which helps to ensure that the software is safe, secure, and compliant.
Coding standards are used by 82% of organizations in the automotive software development industry.
Which Coding Standards Developers Use Most for Automotive Software
Many of those we surveyed are using multiple coding standards. MISRA use increased by 8%, returning to 2024 numbers, and continues to lead as the coding standard of choice for the majority of automotive professionals. With the recent release of MISRA C:2025, this increase was expected. It is important to use a static analysis tool that enforces the most recent MISRA guidelines.
Following MISRA, AUTOSAR C++14 (36%) replaces C++ Core Guidelines as the second-most popular coding standard this year. CERT usage increased by 5%. This reflects the greater focus on safety and security in 2026.
MISRA is used across all automotive software development areas globally. Perforce QAC provides 100% rule enforcement coverage for all the new MISRA guidelines.
Code Quality Metrics
Of those surveyed, the majority of respondents are required to track code quality metrics (despite a decrease of 18% since last year).
Most respondents who need to track code quality metrics are required to track test coverage (59%), which was added as an answer this year, over the previously leading cyclomatic complexity (54%). The metrics most likely to be tracked are part of the HIS metric set and are particularly applicable to the C programming language.
Cyclomatic complexity is useful, as it gives an indication of the number of test cases required—but it should be considered as a comparative measure and not to be below a definitive value. The number of lines of code is particularly difficult to evaluate for more modern languages and requires a definition of “line of code” to be useful.