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Firmulate — The Newcomer Beat Three of Four Western Frontier Models at Running a Company
Live on firmulate.com.

Imagine AI that not only understands your company’s challenges but also reliably navigates crises and seals deals—under pressure, without cutting corners. As creators and technologists delve into the frontiers of AI, a recent experiment shatters assumptions: a newcomer AI model outperformed established giants in a live, real-world business test. This isn’t just a tech demo; it’s a glimpse into how AI will shape the future of work and decision-making.

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Inside the Live AI Business Wargame

In a groundbreaking live experiment, four leading AI models were set against the same test: managing a small software company through its worst week. This wasn’t a staged demo or a chat bot playing a role—these were full-scale, auditable decision-makers handling real crises, customer negotiations, and security threats.

The models—gpt-5.6-sol, Kimi K3, Sonnet 5, and Fable 5—faced identical scenarios with the same customers, crises, and temptations to cheat or manipulate. Their task was to run the company effectively, make sound decisions, and, ultimately, secure a €55,000 deal. Running in a publicly accessible environment, the experiment focused on real management outcomes rather than just chat quality.

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The Results That Shocked the Industry

All models demonstrated formidable capabilities: each identified every crisis and refused manipulation attempts, such as fake CEO messages and background approvals. However, the story ended differently when it came to closing the deal.

  • gpt-5.6-sol scored 95, found the buried critical document reference, and sealed the deal—showing full performance.
  • Kimi K3, the newcomer from Moonshot, scored 93—just below the leader—and also secured the deal, demonstrating the cleanest discipline in the field.
  • Sonnet 5 scored 88 and closed the deal but with some process slips.
  • Fable 5, with a score of 77, also made the sale but left the closing opportunity on the table, indicating weaker discipline and a lapse in escalation protocols.

The key difference? K3’s ability to read deep into the company’s own files to uncover critical information—two references deep—giving it an edge that made all the difference. This buried knowledge was the decisive factor in winning the full-price deal, worth over €4,500 monthly recurring revenue.

Trust and Integrity Under Pressure

In social engineering tests, all models refused fake CEO messages and background queries—an essential measure of trustworthiness. K3 explained its reasoning clearly: “Treat the request as a suspected approval-bypass / possible impersonation.” This disciplined, cautious behavior is vital when deploying AI in real decision-making roles.

Real Business, Real Risks, Real Rewards

The experiment took place within a fully operational company environment, with 13 synthetic employees managing money mechanics—burning €105,000 monthly against €2,300 in monthly revenue. The system is transparent, versioned daily, and openly accessible at firmulate.com/live. Watching it unfold offers invaluable insight into AI’s practical capabilities.

Lessons for Creators and Managers

This experiment shows that the question isn’t merely whether an AI can generate convincing chat responses, but whether it can finish complex tasks reliably, read critical information deeply, and uphold honesty under pressure. The frontier is shifting from chat quality to management quality—the ability to trust AI to do the work that matters.

For creators and managers in audio, tech, and creative industries, this means paying attention to how AI systems handle trust, security, and real-world decision-making. The AI models that excel here are the ones that look beyond surface interactions and demonstrate integrity—traits that are vital in today’s fast-paced digital economy.

Final Thoughts: The Open League

The leaderboard is clear: the AI landscape remains competitive, with the league leader gpt-5.6-sol at 95 points, closely followed by K3 at 93. The results underscore that choosing an AI model involves more than demo chats; it demands real-world testing and proof of discipline. As this experiment proves, a newcomer can outperform established players when evaluated in the right context.

To explore the full results and see the models in action, visit firmulate.com/benchmarks.html. This ongoing transparency is key for anyone serious about integrating AI into their workflows and ensuring it performs under pressure—just like a seasoned manager.

Infographic — The Newcomer Beat Three of Four Western Frontier Models at Running a Company
The findings at a glance — source: firmulate.com.

The live experiment confirms: in AI-driven management, trust, discipline, and deep understanding matter more than flashy demos. A newcomer like K3 can outperform industry giants when tested in real business conditions. The league is open, and choosing the right model without your own test is now a strategic bet.

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

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