Benchmarking Data
Performance 

Understand how vehicles perform in the real world

Benchmark efficiency, user experience, thermal management, comfort, and vehicle behavior through testing, simulation, and performance intelligence. 

Powered by precise data, advanced analysis, and virtual simulations, A2MAC1 Performance helps teams understand vehicle performance.  Moreover, it helps teams identify ways to improve future products.

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Modern vehicle performance goes far beyond specifications

As vehicle technologies become increasingly complex, understanding performance requires more than comparing technical specifications. 

Today’s engineering and product teams need clear insight into how systems behave in real-world conditions. They also need to see how users interact with vehicle features and understand how competing manufacturers improve performance across many domains. 

Common challenges include:

  • Limited visibility into competitor performance strategies
  • Difficulty understanding efficiency and thermal management trade-offs
  • Insufficient data on real-world vehicle behavior and user experience
  • High costs associated with physical testing and benchmarking
  • Challenges translating performance data into actionable decisions 

To make confident engineering decisions, teams need performance intelligence grounded in measured data and real-world analysis.

Transform performance data into actionable intelligence 

A2MAC1 Performance combines physical testing, specific measurements, simulation, and expert analysis to help organizations understand how vehicles perform across multiple dimensions. 

From energy efficiency and thermal management to acoustics, aerodynamics, and user experience, teams get access to performance insights. These insights support benchmarking, target setting, and product development activities.  

Performance Capabilities

Human Machine Interface (HMI)

HMI delivers detailed analysis of infotainment systems, displays, controls, and digital experiences. By combining videos, use-case benchmarking, and immersive vehicle environments, teams can compare how manufacturers design and deliver in-vehicle experiences.

Acoustic Measurements

Acoustic Measurements combine vehicle-level noise performance data with detailed insulation and material characterization. Developed in partnership with Autoneum, it helps teams understand how competitors achieve cabin comfort and optimize acoustic performance.

Energy Management Strategy (EMS)

EMS provides detailed visibility into battery, powertrain, charging, thermal management, and energy consumption behaviors through fully instrumented vehicles and standardized testing programs. Teams can benchmark efficiency, performance, and energy strategies across leading electric vehicles.

What’s in it for you? 

With our performance capabilities, you will be able to: 

  • Benchmark real-world vehicle performance and efficiency
  • Understand competitor energy management and thermal strategies
  • Evaluate user experiences across digital and infotainment systems
  • Compare vehicle comfort and acoustic performance
  • Support simulation, validation, and target-setting activities
  • Make performance decisions based on measured data rather than assumptions  

Turn performance data into better decisions

Access the insights you need to understand vehicle performance. Discover what drives their performance results. Find the next opportunity for improvement.

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