Structural liquidity strength is defined by three dimensions: Tightness, depth, and resilience.
Tightness (spreads): The bid-ask spread measures the cost of immediate execution. Consistently tight spreads indicate competitive quoting and strong market maker presence. Widening spreads, particularly during periods of moderate volatility, signal deteriorating liquidity infrastructure.
Depth: The cumulative value of resting orders at defined price intervals measures how much capital can transact before meaningfully moving price. Depth should be evaluated at multiple bands (±0.50%, ±1.00%, and ±2.00% from mid-price) to understand how liquidity holds up as trade sizes increase. Deep books absorb large orders without distortion; shallow books amplify volatility from even modest trade sizes.
Resilience: How quickly and at what price levels the order book replenishes after a large trade. High resilience means bids and offers return rapidly near the previous levels. Low resilience means the book thins out after large fills and recovers slowly or at significantly worse prices. Resilience is the least visible but often the most important structural metric.
Market Maker Performance Metrics:
Beyond aggregate market health, projects should monitor the performance of their engaged market makers specifically.
Key Metrics Include:
| Metric | What It Reveals |
|---|---|
| Average Spread per Market Maker | Whether each market maker is keeping the bid-ask gap within the range agreed in their terms. |
| Depth Contribution at +/-0.50%, +/-1.00%, +/-2.00% | How much of the total order book depth each market maker is providing at each band. |
| Market Maker Share of Total Depth | Whether the majority of liquidity comes from contracted market makers or organic participants. |
| Maker and Taker Fill Order Volume | How actively each market maker is participating in actual trade execution, segmented by passive (maker) and aggressive (taker) order types. |
| Volume-Based Loan Utilization | Whether allocated capital or token inventory is being deployed effectively relative to observed volume. |
| Liquidity-Based Loan Utilization | Whether allocated capital is translating into proportional depth contribution. |
| Combined Uptime vs. Uptime Obligation | Whether the market maker is meeting contractual uptime commitments for two-sided quoting. |
Supporting Market-Level Indicators:
| Metric | What It Reveals |
|---|---|
| Slippage at Defined Trade Sizes ($10K, $50K, $100K) | Real execution cost for participants at various scales. |
| Volume-to-Depth Ratio | Whether reported volume is supported by proportional order book depth. |
| Cross-Venue Price Consistency | Whether arbitrage is functioning and liquidity is connected across exchanges. |
Strong structural liquidity is consistent across market conditions. If spreads widen dramatically and depth evaporates during moderate drawdowns, the liquidity is cosmetic rather than structural.
Forgd provides live dashboards for market maker monitoring, including spread tracking, depth analysis at multiple bands, fill volume breakdowns, loan utilization metrics, and uptime compliance tracking across venues. Book a Consultation to discuss liquidity monitoring for your token.