How does the Reasoning Pricer determine the real value of a token in an AI-accelerating economy? This post breaks down the core formulas that power the system.
The Predicted Price represents what a token should be worth after adjusting for AI acceleration. It's calculated as:
Predicted Price = Current Price × Real Valuation Multiplier
The Real Valuation Multiplier is the heart of the system—a composite score that captures a token's true worth:
Real Valuation Multiplier = Base_Type × AI_Timeline × Risk_Class × Insider_Risk × Capital_Flight × Liquidity_Risk
Let's examine each component.
Every token type has an inherent value range based on its fundamental utility:
| Token Type | Base Range | Rationale |
|---|---|---|
| Hard Money (BTC) | 20x - 50x | Scarcity-backed store of value |
| Protocol Utility | 10x - 25x | Network effect driven |
| AI-Native | 15x - 40x | Maximum AI acceleration benefits |
| Governance | 0.1x - 1.0x | Value derived from protocol control |
| Meme | 0.01x - 0.2x | Purely speculative |
| Fiat-Pegged | 0.01x - 0.05x | Collapses with fiat currency |
The Base Multiplier is the midpoint of each range:
Base_Multiplier = (Min_Range + Max_Range) / 2
This is the key innovation—different assets respond differently to AI progress. The factor is calculated as:
AI_Timeline_Factor = Current_Phase_Multiplier / Baseline_Multiplier
| Phase | Year | Static Assets | AI-Native | Protocol Utility |
|---|---|---|---|---|
| Pre-AI Baseline | 2024 | 25.0x | 3.0x | 10.0x |
| Personal Architect | 2025 Q2 | 15.0x | 8.0x | 12.0x |
| Global Accord | 2025 Q4 | 10.0x | 15.0x | 15.0x |
| Creative Renaissance | 2026 | 5.0x | 25.0x | 18.0x |
| Agentic | 2027 | 2.0x | 50.0x | 25.0x |
For the current phase (Creative Renaissance), each AI category has a specific timeline multiplier:
| AI Category | Timeline Multiplier | Interpretation |
|---|---|---|
| 🗿 Static | 0.20x | Declines 80% as AI progresses |
| 🔋 Passive Utility | 1.80x | Modest gains from AI |
| 🧠 AI-Enabled | 5.00x | Significant AI benefits |
| 🤖 AI-Native | 25.00x | Maximum AI leverage |
| 🧬 AI-Evolving | 40.00x | Self-modifying premium |
Example: A Static asset (like BTC) in 2026: - Current Phase Multiplier: 5.0x - Baseline Multiplier: 25.0x - AI Timeline Factor: 5.0 / 25.0 = 0.20x (80% decline)
Example: An AI-Native token in 2026: - Current Phase Multiplier: 25.0x - Baseline Multiplier: 3.0x - AI Timeline Factor: 25.0 / 3.0 = 8.33x (733% gain)
Tokens are classified by their risk profile:
| Risk Class | Multiplier | Description |
|---|---|---|
| 🛡️ Class A (Real Yield) | 1.2x | Generates real returns |
| 🏦 Class B (Systemic) | 1.0x | Core infrastructure |
| 🚀 Class C (Venture Risk) | 0.8x | Speculative upside |
| 🤣 Class D (Memetic) | 0.5x | Meme-driven volatility |
| 🧪 Class E (Experimental) | 0.3x | Extreme risk |
Insider Risk Factor (0.5 to 1.0):
Insider_Risk = 1.0 - (Insider_Score / 100) × 0.5
Higher insider control = higher centralization risk.
Capital Flight Factor: Based on market cap rank. - Top 10: 1.2x (blue-chip premium) - Top 50: 1.0x (neutral) - Top 100: 0.8x (slight penalty) - Lower: 0.2x - 0.5x (liquidity penalty)
Liquidity Risk Factor: SOL is exempt; others receive 0.90x - 1.0x based on market cap.
The Tariff Rate represents transaction friction—a tax on moving between assets. Higher-value assets have lower tariffs.
Base_Tariff = max(0, (100 / Real_Valuation_Multiplier) - 10)
This formula ensures: - 10x multiplier → 0% tariff (baseline) - 5x multiplier → 10% tariff - 1x multiplier → 90% tariff - 0.1x multiplier → 990% tariff
Non-SOL tokens receive an additional liquidity penalty:
Effective_Tariff = Base_Tariff + Liquidity_Penalty
| Market Cap | Liquidity Penalty |
|---|---|
| ≥ $1B | +10% |
| ≥ $100M | +15% |
| ≥ $10M | +20% |
| < $10M | +25% |
SOL is exempt from the liquidity penalty as the native liquidity hub.
The Exchange Price represents immediate purchasing power after tariff friction:
Exchange_Price = Current_Price / (1 + Tariff_Rate / 100)
Example: A token with 100% tariff: - Current Price: $10.00 - Exchange Price: $10.00 / (1 + 100/100) = $10.00 / 2.0 = $5.00
| Tier | Tariff Range | Multiplier Range | Quality |
|---|---|---|---|
| Premium | 0% | ≥10.00x | Gold standard |
| Good | 1% - 100% | 5.00x - 9.99x | Strong assets |
| Neutral | 101% - 500% | 0.20x - 4.99x | Moderate utility |
| Discounted | 501% - 1000% | 0.10x - 0.19x | Underperforms |
| Poor | 1001% - 5000% | 0.02x - 0.09x | High risk |
| Catastrophic | >5000% | <0.02x | Near-worthless |
The math reveals the fundamental truth: AI-native assets gain value as AI accelerates, while static assets—especially fiat-pegged—collapse.