On 17 July 2025 Synopsys completed its acquisition of Ansys, joining the leading chip design software company with the largest independent simulation vendor and promising combined tools for the testing and virtualisation of intelligent systems in automotive and other industries, according to the Synopsys completion release. Four months earlier, on 26 March 2025, Siemens had closed its purchase of Altair. Douglas Insights values the automotive system simulation software market at USD 3.73 billion in 2025 and forecasts USD 9.61 billion by 2035, a compound growth rate of 9.91% a year. The receipt is adopters times spend: about 318,000 active licensed seats at carmakers, suppliers and engineering firms in 2025, at an average USD 11,740 of licence, subscription, maintenance and solver token revenue per seat per year. The adoption leg adds 6.4% a year as software-defined vehicles, electric powertrains and automated driving push more engineers onto simulation, and the spend leg adds 3.3% a year as seats move to richer bundles with cloud compute, scenario libraries and multiphysics solvers. The study sits within Douglas Insights coverage of automotive software and E/E and follows the published Douglas Insights research methodology.
What does automotive system simulation software model, from a battery cell to a full car?
Automotive system simulation software builds virtual versions of vehicle parts, control software and whole vehicles so engineers can test them before hardware exists, and Douglas Insights counts about 318,000 active seats in 2025. The tools range from finite element crash models and airflow simulation to battery system models and closed-loop tests in which real control code drives a simulated car through thousands of scenarios.
The automotive system simulation software study splits value by simulation domain into CAE structural, crash and NVH simulation, Model-based design and MIL/SIL, ADAS and autonomous driving virtual validation, Powertrain, battery and thermal simulation, Hardware-in-the-loop test software, CFD and aerodynamics, and Electronics, EMC and E/E architecture simulation. It splits value by deployment into On-premise perpetual and term licences and Cloud and token-based subscriptions, and by user into Vehicle manufacturers, Tier-1 and tier-2 suppliers, Engineering service providers and Autonomous driving developers. HIL rig hardware, test benches, proving grounds and embedded code sold for use inside vehicles are excluded; in-vehicle code is sized in the Automotive Software Market report, and radar target simulators in the Automotive Radar Test Systems Market report.
What did Synopsys gain for automotive system simulation software when it closed Ansys on 17 July 2025?
Synopsys gained the broadest multiphysics solver range in automotive system simulation software, and expects about USD 2.9 billion of Ansys revenue in fiscal 2026, according to its fourth quarter fiscal 2025 results. Ansys added USD 756.6 million to Synopsys revenue in the 15 weeks between closing and the end of fiscal 2025, lifting group revenue to a record USD 7.054 billion. The two companies put their combined addressable market at USD 31 billion, and Douglas Insights estimates automotive work accounts for roughly 19% of Ansys revenue.
The deal matters for automotive system simulation software because a car’s chips, sensors and physical parts can now be modelled inside one vendor’s toolchain. Douglas Insights threads the 17 July 2025 closing through this report: it makes Synopsys the second-largest vendor, it speeds the bundling of electronics and physics simulation that lifts the spend leg, and a failure to integrate the two portfolios is one of the swings in the slower scenario. Siemens answered with Altair, whose mechanical, electromagnetic and high-performance computing tools joined its Simcenter range for about USD 10 billion, according to the Siemens release on closing.
What drives carmakers to buy more automotive system simulation software seats?
Four forces add 6.4% a year to automotive system simulation software seats, and automated driving validation comes first. A Level 3 or Level 4 system must be shown safe across millions of scenario variations that cannot all be driven on public roads, so programmes run most of their validation in software. Douglas Insights estimates each automated driving programme at a large carmaker used about 420 simulation seats in 2025, up from about 150 in 2020, and that virtual validation adds about 2.1 points a year to seat growth, which is why ADAS and autonomous driving virtual validation grows 15.84% a year.
Software-defined vehicles are the second driver. Carmakers moving to central computers write far more control code in-house and test every build in software before it reaches a bench. Douglas Insights estimates model-based design and software-in-the-loop seats at carmakers grew about 9% in 2025, and that continuous integration pipelines, which run thousands of SIL tests on each nightly build, add about 1.6 points a year to automotive system simulation software seat growth through 2032.
Electrification is the third driver. Battery packs, electric motors, inverters and thermal systems are new to many engineering teams and expensive to prototype: a single battery module test can take weeks and cost tens of thousands of dollars. Douglas Insights estimates each new electric platform uses about 1.8 times the powertrain simulation seats of a combustion platform, and that battery ageing, thermal runaway and charging simulation add about 1.3 points a year to seat growth, led by Chinese and Korean battery and electric vehicle makers.
Shorter development cycles are the fourth driver. Chinese carmakers bring new models to market in about 18 to 24 months against 48 months or more for many legacy makers, and they do so by replacing physical prototypes with virtual ones. Douglas Insights estimates that each physical prototype removed saves USD 250,000 to USD 1 million, and that competitive pressure to match Chinese cycle times adds about 1.4 points a year to automotive system simulation software seats outside China, as European, Japanese and US makers cut prototype counts by a third by 2030.
What holds back seat growth in automotive system simulation software?
Automotive engineering cutbacks are the first brake: Douglas Insights estimates carmakers and suppliers in Europe announced more than 60,000 engineering and development job cuts between 2024 and 2026, and removes about 0.9 points a year from automotive system simulation software seat growth through 2028 for fewer engineers.
Correlation risk is the second restraint. A simulation is only accepted as evidence when it matches physical test results, and Douglas Insights estimates that building and validating a credible sensor or vehicle dynamics model can take 6 to 18 months. Until a carmaker trusts its models, it pays for simulation and physical testing at once, which slows seat additions in ADAS programmes by about 0.5 points a year.
Tool consolidation is the third restraint. Carmakers want fewer vendors and push for enterprise agreements, token pools shared across teams and cloud bursts instead of fixed seats. Douglas Insights estimates token-based licensing lets a team of 100 engineers share the peak capacity once bought for 130, which removes about 0.4 points a year from counted seats even as usage rises.
Which automotive system simulation software segment carries the value in 2025?
CAE structural, crash and NVH simulation carries the most automotive system simulation software value at 27.4% of 2025 revenue, USD 1.02 billion. ADAS and autonomous driving virtual validation grows fastest, at 15.84% a year to USD 2.49 billion by 2035.
| Segment | Share of 2025 value | 2025 value | Growth to 2035 |
|---|---|---|---|
| CAE structural, crash and NVH simulation | 27.4% | USD 1.02 billion | 6.97% a year to USD 2.01 billion |
| Model-based design and MIL/SIL | 18.6% | USD 694 million | 10.27% a year to USD 1.85 billion |
| ADAS and autonomous driving virtual validation | 15.3% | USD 571 million | 15.84% a year to USD 2.49 billion |
| Powertrain, battery and thermal simulation | 12.9% | USD 482 million | 8.41% a year to USD 1.08 billion |
| Hardware-in-the-loop test software | 11.2% | USD 418 million | 8.17% a year to USD 917 million |
| CFD and aerodynamics | 8.1% | USD 302 million | 6.31% a year to USD 558 million |
| Electronics, EMC and E/E architecture simulation | 6.5% | USD 243 million | 11.38% a year to USD 713 million |
CAE structural, crash and NVH simulation is worth USD 1.02 billion in 2025. CAE structural, crash and NVH simulation leads because every body, chassis and interior must pass crash, durability and noise targets.
Model-based design and MIL/SIL is worth USD 694 million in 2025. Control engineers design functions as block diagrams, test them in model-in-the-loop and generate production code, and software-defined vehicles lift growth to 10.27% a year.
ADAS and autonomous driving virtual validation is worth USD 571 million in 2025 and grows fastest, at 15.84% a year to USD 2.49 billion by 2035, because automated driving must be validated across scenario counts that no test fleet can drive.
Powertrain, battery and thermal simulation is worth USD 482 million in 2025. Battery cell, pack and cooling models grow while combustion engine calibration shrinks, netting 8.41% a year.
Hardware-in-the-loop test software is worth USD 418 million in 2025. Real-time models and test automation run on HIL benches from dSPACE, Vector, ETAS and NI, growing 8.17% a year.
CFD and aerodynamics is worth USD 302 million in 2025. Drag matters more for electric range, but wind tunnel correlation and mature tools hold growth to 6.31% a year, the slowest domain.
Electronics, EMC and E/E architecture simulation is worth USD 243 million in 2025. Central computers, high-voltage systems and in-vehicle networks need electromagnetic compatibility and architecture models, growing 11.38% a year.
How do deployment and user group split automotive system simulation software revenue?
By deployment, On-premise perpetual and term licences take about 71.4% of 2025 automotive system simulation software value and Cloud and token-based subscriptions about 28.6%, a share Douglas Insights expects to pass 45% by 2035. By user, Vehicle manufacturers take about 43.2%, Tier-1 and tier-2 suppliers 36.5%, Engineering service providers 12.1% and Autonomous driving developers 8.2%.
How do MIL, SIL and HIL testing fit into one automotive system simulation software toolchain?
MIL, SIL and HIL are three stages of the same test chain, and Douglas Insights estimates a typical electronic control unit programme runs about 70% of its functional tests in MIL and SIL and 30% on HIL benches. Model-in-the-loop tests the control design as a model; software-in-the-loop compiles the real code and runs it against a plant model on a PC or in the cloud; hardware-in-the-loop runs the code on the actual controller wired to a real-time simulator. Automotive system simulation software vendors that own all three stages, such as dSPACE, Vector and MathWorks, let a test written once be reused at each step, so buyers increasingly license the chain as a bundle.
Which region buys the most automotive system simulation software, and which grows fastest?
Europe buys the most automotive system simulation software, USD 1.34 billion in 2025 or 35.8% of the total, and grows 8.74% a year to USD 3.09 billion by 2035. German, French and Swedish carmakers and suppliers built their development processes around simulation, and dSPACE, Vector, AVL, IPG Automotive and ETAS are all based there.
Asia Pacific grows fastest, at 11.76% a year from USD 1.15 billion in 2025 to USD 3.51 billion by 2035, overtaking Europe. Chinese carmakers run short, simulation-heavy programmes, and Chinese simulation vendors are winning domestic seats. North America takes USD 1.10 billion in 2025 and grows 9.12% a year to USD 2.63 billion, led by US automated driving developers and electric vehicle makers.
The Middle East and Africa is the wildcard at USD 82.1 million in 2025 and 10.47% a year to USD 222 million, as Turkish, Moroccan and Gulf vehicle programmes add engineering centres. Latin America takes USD 63.5 million in 2025 and grows 9.63% a year to USD 159 million, mainly in Brazilian and Mexican supplier engineering.
Which companies sell automotive system simulation software, and how concentrated is the field?
Douglas Insights estimates Siemens holds about 16.4% of 2025 automotive system simulation software value, and the top three vendors hold about 43.4%.
| Company | HQ | What its position is built on | Est. share |
|---|---|---|---|
| Siemens | Munich, Germany | Simcenter system, CAE and ADAS simulation, plus Altair solvers since March 2025 | 16.4% |
| Synopsys (Ansys) | Sunnyvale, United States | Ansys multiphysics, crash and sensor simulation joined to electronics design tools | 14.9% |
| MathWorks | Natick, United States | MATLAB and Simulink, the default for model-based design and code generation | 12.1% |
| Dassault Systèmes | Vélizy-Villacoublay, France | SIMULIA crash and CFD, Dymola system models on the 3DEXPERIENCE platform | 8.3% |
| dSPACE | Paderborn, Germany | HIL and SIL test software, scenario-based ADAS validation | 6.7% |
| Vector Informatik | Stuttgart, Germany | Network, ECU test and SIL tools used by almost every carmaker | 4.2% |
| AVL | Graz, Austria | Powertrain, battery and drive cycle simulation | 3.8% |
| IPG Automotive | Karlsruhe, Germany | CarMaker vehicle dynamics and ADAS scenario simulation | 1.9% |
| ETAS, Hexagon, Cadence, Applied Intuition, Keysight, NI and others | Various | Specialist solvers, virtual ECUs and autonomy simulation | 31.7% |
Advantage in automotive system simulation software rests on validated models and on the engineers trained to use them, because a carmaker that has correlated its crash or sensor models with physical tests rarely switches. Siemens and Synopsys compete to own the whole chain after their 2025 deals, MathWorks owns the control engineer’s desktop, and dSPACE, Vector and IPG win where tests must run in real time or across scenario libraries.
What price does an automotive system simulation software seat carry in 2025?
An automotive system simulation software seat earned vendors an average USD 11,740 in 2025, counting annualised licence value, subscription, maintenance and solver tokens, and Douglas Insights expects about USD 16,200 by 2035. A model-based design seat with automotive toolboxes typically runs USD 4,000 to USD 12,000 a year, a CAE crash or multiphysics seat with high-performance computing tokens USD 25,000 to USD 60,000, and an ADAS scenario simulation seat with sensor models USD 20,000 to USD 50,000. HIL test software adds USD 8,000 to USD 20,000 per bench. The average rises 3.3% a year as seats move to multiphysics bundles, cloud compute and scenario libraries.
How many virtual kilometres does an automated driving programme run?
A Level 3 or Level 4 programme runs billions of virtual kilometres, and Douglas Insights estimates a leading developer simulates 5 to 20 billion kilometres a year against a few million driven on public roads. Real fleets still matter as the source of scenarios: Baidu reports more than 240 million fully driverless kilometres, and those logs are replayed and varied in automotive system simulation software to create millions of edge cases. Cloud compute makes this possible, and Douglas Insights estimates one billion virtual kilometres with full sensor models cost USD 1 million to USD 4 million in compute in 2025.
How large could automotive system simulation software revenue be by 2035?
Automotive system simulation software revenue reaches USD 9.61 billion by 2035 in the base case, inside a range of USD 6.54 billion to USD 13.5 billion. The slower case assumes deep engineering cuts in Europe, slow Level 3 approvals and a messy integration of Ansys into Synopsys after 17 July 2025, setting the legs at 3.9% for seats and 1.8% for spend per seat for USD 6.54 billion. The faster case assumes regulators accept virtual testing as primary evidence and Chinese programmes keep shrinking cycle times, setting the legs at 8.7% and 4.6% for USD 13.5 billion. Each 1-point change in seat growth moves the 2035 figure by about USD 942 million. Published growth estimates range from about 7.4% to 13.6% a year, and the Douglas Insights 9.91% sits in the middle because it counts only automotive seats and excludes HIL hardware.
Which vehicle approval rules accept virtual testing as evidence?
Europe was first to write virtual testing into law: Commission Implementing Regulation (EU) 2022/1426 of 5 August 2022, for the automated driving systems of fully automated vehicles, sets out the principles for a credibility assessment of the virtual toolchain used in validation. Automotive system simulation software therefore becomes part of the approval file, and toolchains must be shown to match physical tests. In the United States, the National Highway Traffic Safety Administration’s notice of 31 July 2026 began rulemaking on objective performance requirements for automated driving systems. ISO 26262, ISO 21448 and ISO/SAE 21434 require tool qualification and documented test coverage.
Douglas Exclusive: the automotive system simulation software virtual validation share tracker
The virtual validation share tracker follows 46 vehicle programmes at 19 carmakers and records, for each, the share of validation evidence produced in simulation rather than on test tracks or roads, alongside the automotive system simulation software seats used. The tracker shows that simulation produced about 34% of validation evidence across all programmes in 2025, and about 61% in programmes with Level 3 or higher automation, against 22% in 2020. Chinese programmes averaged 43% and European programmes 31%. Each 10-point rise in virtual share added about 55 seats per programme and removed about 12 physical prototypes. The tracker also records which programmes submitted a toolchain credibility file under Regulation (EU) 2022/1426, and 7 had done so by September 2026, 5 of them for hub-to-hub or shuttle vehicles. Douglas Insights uses the tracker to set the adoption leg by region and to size the faster scenario, in which virtual share passes 60% across all programmes by 2032.
Methodology and receipts: how do 318,000 seats add up to USD 3.73 billion?
How this report is built
- Every figure carries a confidence grade in the fact sheet above, and the working model ships with every licence.
- Five regional models sum to the global figure, with country tables in the Excel model.
- The next scheduled review of this study is December 2026.
- Licence holders receive it as a maintained tab in the Excel model.
The automotive system simulation software model multiplies about 318,000 active licensed seats in 2025 by an average USD 11,740 of annual revenue per seat, giving USD 3,733.3 million, or about USD 3.7 billion. Seats come from vendor disclosures, engineering headcount at 40 carmakers and 120 suppliers, and the 46-programme tracker. Spend per seat comes from list prices, enterprise agreements and token rates discounted to realised levels, cross-checked against the automotive share of Synopsys, Siemens and Dassault Systèmes revenue. The forecast compounds 6.4% seat growth and 3.3% spend growth to about 591,000 seats and USD 9.61 billion in 2035.
Sources
- Synopsys (investor release) Synopsys Completes Acquisition of Ansys (2025)
- Synopsys (investor release) Synopsys Posts Financial Results for Fourth Quarter and Fiscal Year 2025 (2025)
- Siemens (company release) Siemens acquires Altair to create most complete AI-powered portfolio of industrial software (2025)
- EUR-Lex, Publications Office of the European Union Commission Implementing Regulation (EU) 2022/1426 on type-approval of the ADS of fully automated vehicles (2022)
- Federal Register, National Highway Traffic Safety Administration AV Framework Updates and Request for Comments on Interim Guidance (2026)
Inside the 188-page report
011. Executive summary 3 sections
Verdict, headline table and takeaways.
- 318,000 seats at USD 11,740
- Seats 6.4% and spend 3.3%
- Takeaways
022. Research methodology 3 sections
How the seat and spend model is built.
- 40 carmakers and 120 suppliers
- Enterprise agreements and tokens
- 46-programme tracker
033. Market definition and scope 3 sections
What counts as automotive system simulation software.
- Seven simulation domains
- Exclusions: HIL hardware, in-vehicle code
- Adjacent reports
044. Synopsys and Ansys 3 sections
Completion on 17 July 2025.
- USD 756.6 million in fiscal 2025
- USD 2.9 billion expected in fiscal 2026
- Siemens and Altair
055. Market drivers 4 sections
Forces behind 6.4% seat growth.
- Automated driving validation
- Software-defined vehicles
- Electrification
- Shorter cycles
066. Market restraints 3 sections
What holds seat growth back.
- Engineering cutbacks
- Correlation risk
- Tool consolidation
077. Market by simulation domain 4 sections
Seven domains valued.
- CAE structural, crash and NVH simulation
- Model-based design and MIL/SIL
- ADAS and autonomous driving virtual validation
- Hardware-in-the-loop test software
088. Market by deployment and user 3 sections
Licences, subscriptions and buyers.
- Cloud share 28.6%
- Vehicle manufacturers 43.2%
- Tier-1 and tier-2 suppliers
099. MIL, SIL and HIL toolchains 3 sections
One test chain in three stages.
- 70% of tests in MIL and SIL
- Bench reuse
- Bundled licensing
1010. Regional analysis 5 sections
Five regional models.
- Europe
- North America
- Asia Pacific
- Latin America
- Middle East and Africa
1111. Competitive landscape 4 sections
Vendors and shares.
- Siemens
- Synopsys (Ansys)
- MathWorks
- dSPACE, Vector, AVL, IPG
1212. Pricing 3 sections
Spend per seat by domain.
- USD 11,740 average
- CAE multiphysics seats
- HIL test software
1313. Virtual kilometres 3 sections
Scale of automated driving validation.
- 5 to 20 billion km a year
- Fleet logs as scenarios
- Compute cost
1414. Forecast and scenarios 3 sections
Base case and range to 2035.
- Base USD 9.61 billion
- Slower USD 6.54 billion
- Faster USD 13.5 billion
1515. Approval rules for virtual testing 3 sections
Where simulation counts as evidence.
- Regulation (EU) 2022/1426
- NHTSA ADS rulemaking
- ISO 26262, ISO 21448, ISO/SAE 21434
1616. Douglas Exclusive: the virtual validation share tracker 3 sections
46 programmes at 19 carmakers.
- 34% virtual share
- 61% in Level 3 programmes
- Credibility files
Questions buyers ask
How big is the automotive system simulation software market?
USD 3.73 billion in 2025, from about 318,000 active licensed seats at an average USD 11,740 of licence, subscription, maintenance and solver token revenue per seat.
How fast will the automotive system simulation software market grow?
9.91% a year, reaching USD 9.61 billion by 2035; seats grow 6.4% a year and spend per seat 3.3% a year.
Which simulation domain is the largest?
27.4% of 2025 value, USD 1.02 billion, comes from CAE structural, crash and NVH simulation, because every body and chassis must pass crash and noise targets.
Which segment grows fastest, and why?
15.84% a year for ADAS and autonomous driving virtual validation, to USD 2.49 billion by 2035, because automated driving must be validated across scenario counts no test fleet can drive.
Which region grows fastest, and why?
11.76% a year for Asia Pacific, from USD 1.15 billion to USD 3.51 billion, as Chinese carmakers run short, simulation-heavy programmes and overtake Europe.
Who leads the automotive system simulation software market?
16.4% of 2025 value goes to Siemens; with Synopsys (Ansys) and MathWorks the top three vendors hold about 43.4%.
How much does an automotive system simulation software seat cost?
USD 11,740 a year on average in 2025; model-based design seats run USD 4,000 to USD 12,000 and CAE multiphysics seats USD 25,000 to USD 60,000.
What did the Ansys deal change?
17 July 2025 closed Synopsys's purchase of Ansys, which added USD 756.6 million of revenue in fiscal 2025 and is expected to bring about USD 2.9 billion in fiscal 2026.
Research & citation
This report was researched, written and reviewed by the Douglas Insights Research Desk under the Douglas Insights editorial standards. Material errors are logged in the corrections log. No section is sponsored.
Douglas Insights Inc (2026). Automotive System Simulation Software Market. Report DI-AT-10330, September 2026. https://www.douglasinsights.com/automotive-system-simulation-software-market/