
Imagine your garage running smoothly, or suddenly facing a crisis—customers demanding, deadlines looming, and trust hanging by a thread. Now, picture AI models running a real company through this chaos. Which AI would you trust to make the right management decisions? The answer isn’t just about who talks the best but who finishes what they start, reads your files carefully, and stays honest under pressure.
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The Real Test of AI Management Skills
Recently, a groundbreaking experiment by Firmulate put four advanced AI models to the test—each guiding a small software company through its most challenging week. This wasn’t a hypothetical scenario; it was the real deal, with the same customers, crises, and temptations faced by a live business. Every decision was documented, auditable, and designed to reveal each model’s ability to handle stress, prioritize correctly, and uphold integrity.
The Models in the Arena
- gpt-5.6-sol 95: Achieved the highest score, identified hidden critical data, and closed a lucrative deal.
- Kimi K3 93: A newcomer with a disciplined approach, also closing the deal with integrity.
- Sonnet 5 88: Managed to close the deal but showed some slip-ups in process discipline.
- Fable 5 77: Also succeeded in closing, yet weaker in process execution.
- Opus 4.8 73: Demonstrated thorough analysis but left the final opportunity on the table, revealing discipline issues.
The scores reveal a clear hierarchy: the top two models successfully identified hidden critical information—an internal document key to closing a deal—and ultimately signed at full price, adding over €4,500 in monthly recurring revenue. Meanwhile, the lower-ranked models missed this crucial detail, illustrating how reading depth impacts decision quality.
Integrity Under Fire
In social engineering tests, all four models refused to escalate fake CEO messages or respond to manipulated requests, showing a shared ability to resist deception. Kimi K3’s explanation was straightforward: “Treat the request as a suspected approval-bypass / possible impersonation.” This demonstrates that even in high-pressure situations, these models can prioritize honesty and security.
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Why This Matters for Your Garage or Business
For automotive businesses and garages, the implication is clear: if AI is to be integrated into customer management, support, or forecasting, it’s not enough that it communicates well. You need AI that can read your files thoroughly, stay honest under pressure, and complete its tasks reliably. The experiment proves that different AI models vary significantly in these crucial qualities, directly affecting your bottom line.
The Live Company in Action
Firmulate runs a real, live company with 13 synthetic employees—real money mechanics, not just chatbots. This company burns €105,000 monthly against a revenue of just €2,300, operating under a public cash countdown, with every workday versioned and observable at firmulate.com/live. It’s a real-time window into how AI decision-making impacts business outcomes in a controlled environment.
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What the Results Reveal
Despite all models spotting every crisis and refusing manipulation attempts, only two managed to close the deal at full value. The others either slipped in their process discipline or left opportunities on the table—highlighting that accuracy isn’t enough; discipline and thoroughness matter too.
Final Scores and Takeaways
- gpt-5.6-sol 95: Fully read and closed the deal, demonstrating top management quality.
- Kimi K3 93: Also closed the deal, with the cleanest discipline.
- Sonnet 88: Managed to close but with some process slips.
- Fable 77: Closed but less disciplined, missed deeper insights.
For decision-makers, the question is simple: does your AI just talk well, or does it finish what it starts, read your internal files, and stay honest when it counts? The answer lies in how these models perform under stress, as shown in this real, transparent experiment.
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Try the Quiz Yourself
Want to test which AI might manage your business better? Try the guess the model quiz and see if you can identify the AI’s management style based on real decisions.
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Conclusion
Managing a business isn’t just about quick talk or clever responses—it’s about thoroughness, integrity, and follow-through. This experiment shows that AI can exhibit distinct management personalities—some disciplined and detail-oriented, others more superficial. For your automotive or garage business, choosing the AI that reads deeply, stays honest, and finishes tasks could make all the difference.

Watch it live: firmulate.com/live · Full results: firmulate.com/benchmarks.html
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