LLM Tycoon: AI Race Strategy

(Not an idle clicker. No forced ads.)

LLM Tycoon is a deep-strategy management simulation that puts you at the epicenter of the AI revolution. Inspired by the chaotic and true history of Silicon Valley.

■ Complex Systems: Policies & Ideology
Drawing deep design inspiration from grand strategy titles like Victoria 3 and EU5, your organization is not a monolith. Multiple Interest Groups (IGs)—from "e/acc" accelerationists to the cautious "Safety Team"—hold diverging agendas that deeply influence your operations. Enacting policies like "Ban NSFW" or "Full Open Source" is never instant; it is a multi-stage legislative process involving debate, resistance, and time. Beware: ignoring the demands of your core researchers can trigger mass resignations or even a boardroom coup.

■ True-to-Life Simulation: The Butterfly Effect of Scaling
Built upon a numerical system fine-tuned with historical data. The in-game Scaling Laws strictly follow physical reality. Every technical decision, from "Quantization" to "MoE Architecture," triggers a chain reaction within the underlying simulation, recreating the volatile history from BERT to GPT-5.

■ Compute, VRAM, Hardware and Cloud Market Dynamics
The world runs on FLOPs, and the supply is drying up. Trade on a volatile Cloud Compute Market where prices fluctuate based on global demand. Will you play it safe with "Pay-as-you-go" flexibility, or bet the company on an 18-month long-term contract with providers like CoreWeaf? In this game, being "Sold Out" is a death sentence.

■ Historical Tech Tree & Realistic Evaluation System
Advance your startup through a historically accurate AI tech progression. Research real-world breakthroughs and navigate the brutal realities of compute limits and VRAM constraints.

Beyond a Single Score: The global leaderboard is ruthless. You must fine-tune your LLMs against an authentic suite of benchmarks. Will you build a coding genius (HumanEval) or a mathematical powerhouse (MATH)? You must balance raw capabilities with rigorous Red Teaming. Warning: Over-tuning for safety incurs a heavy "Alignment Tax," strangling your model's reasoning capabilities and rendering it useless for complex tasks.

■ Startup Mode: From Seed Round to IPO
Experience a full-spectrum Silicon Valley financing simulation. Haggle over Term Sheets with greedy VCs. You must constantly calculate your Runway and Dilution.

■ Monetize the Future: API & Subscription Models
Turn your raw compute into revenue. Fine-tune your API Service pricing, manage tiered Subscriptions ($20 / $200), and monitor user trust. Will you keep your models open-source for the "good of humanity," or gate them behind a premium wall to fund your next massive cluster?

"I rate the probability of PenAI being able to compete with Gmind as 0%. Not 1%, but 0%." — Internal Memo, 2018.

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