【Tips】— Understanding On-Chain Chips and Identifying Major Player Intentions

We've discussed many technical analysis tools before, such as candlestick charts, moving averages, MACD, and KDJ, which are widely used in traditional financial markets. However, the crypto space has a unique advantage—on-chain data, which traditional stock markets completely lack. Among these, URPD (UTXO Realized Price Distribution) is arguably the most core "chip analysis" tool in the crypto world. The following will systematically review the basic logic and practical forms of on-chain chip distribution.

1. The Core Logic of On-Chain Chip Analysis

The core of chip theory in the crypto space is analyzing the distribution of chips across different cost basis ranges, observing their movement and turnover to identify the intentions of major funds. The operational cycle of major funds generally includes four stages: accumulation, shakeout, rally, and distribution. Although these cycles are longer, every action leaves traces on candlesticks, volume, and on-chain chip data.

From the perspective of on-chain data, each market cycle follows a similar pattern: chips are fully exchanged at low levels, then at high levels, and finally transferred back to low levels for re-accumulation. This transfer process is not only how major players realize profits but also how retail investors suffer losses, forming the entire history of cryptocurrency price movements.

URPD is the core tool for on-chain chip analysis. Because Bitcoin uses a unique UTXO blockchain structure, we can track the cost basis of each BTC on-chain. The URPD chart is derived from this principle, visually displaying the quantity of chips at each price level, akin to a "holding cost distribution map." By observing daily changes in URPD, we can clearly see the turnover status of chips at different price levels, helping us determine whether the market is in accumulation, shakeout, or distribution phase.

When a large amount of chips accumulates within a narrow price range, it indicates a consensus in supply and demand at that level. If subsequent prices rise rapidly away from this range, the high turnover within it can provide support during future pullbacks; conversely, if prices break below this range, the chips inside become trapped, turning into resistance during rebounds.

2. Three Typical Forms of On-Chain Chip Distribution

First Pattern: Low-Level Concentration — The Starting Point of a Market Cycle

Description: After a prolonged sideways consolidation, URPD shows a highly concentrated bar distribution at a relatively low level, indicating a large number of holdings are centered in this range.

Analysis Logic: The formation of a low-level single-peak concentration usually occurs as follows—during a long bottoming process, early trapped investors gradually lose patience and sell off, while major funds quietly accumulate chips at low levels. Over time, the high-level trapped positions are gradually digested, and the profit-taking at low levels has not yet accumulated, causing chips to naturally concentrate in the middle price range. This appears as a clear "mountain peak" on URPD.

Practical Tips: When URPD shows a low-level single-peak concentration, and the price breaks through this area with a volume surge on a bullish candle, it often signals the start of an upward trend. The higher the peak, the more thorough the chip turnover, and the stronger the subsequent upward momentum. The more concentrated and larger the accumulation, the deeper the control by the main players, and the smaller the resistance for future rallies.

Crypto Market Practical Reminder: When observing mainstream coins (like BTC, ETH), combine this with exchange net flow data. If URPD shows low-level concentration and exchanges are continuously net outflowing (tokens withdrawn to private wallets), along with an increase in whale addresses, this is usually a genuine accumulation signal—consider gradually adding positions.

Second Pattern: High-Level Single-Peak Concentration — The Crossroads of Direction Choice

Description: As prices surge significantly, the chip center on URPD gradually shifts upward, eventually forming one or more highly concentrated "mountain peaks" at high levels. This indicates a large amount of funds have completed turnover at high prices.

Analysis Logic: The formation of high-level single-peak concentration can have two very different implications. The first is healthy turnover—early profit-takers at low levels cash out at high levels, while new bullish funds enter, transferring chips from "weak hands" to "strong hands," providing momentum for further upward movement. The second is distribution—major funds gradually disperse chips to chasing retail investors at high levels, making it appear as a concentrated area on URPD, but in reality, the main players are quietly retreating.

Practical Tips: High-level single-peak concentration is a neutral signal; the key is to interpret the true intent of the main players. Use the following on-chain data for assistance:

· Exchange Net Flows: If URPD shows high-level concentration and exchanges have large net inflows, with whale addresses decreasing, it’s a typical distribution signal—be alert to reduce holdings.
· Address Accumulation Behavior: Watch "accumulation addresses" (wallets that only deposit and never withdraw). If these addresses continue to increase balances at high levels, long-term funds are still bullish; if they start to transfer out or stop increasing, it indicates long-term profit-taking.
· Volume Confirmation: Shakeout phases usually see volume decline significantly, while distribution phases often see volume pick up again, sometimes with "high volume but stagnant price"—don’t be fooled; this likely indicates main players are distributing chips at high levels.

Typical Misjudgment Scenario: During high-level consolidation, sometimes exchange net outflows are minimal, but URPD shows a slow increase in chips at high levels, while whale holdings decrease. This often signals hidden distribution—main players quietly transfer tokens into exchanges for sale in small batches to avoid market panic, silently offloading.

Third Pattern: Multi-Peak Concentration — The Mid-Stage Relay in a Rally

Description: After a low-level rally begins, URPD shows two or more concentrated peaks—one at the low (initial accumulation zone), and others at mid-high levels (intermediate turnover zones), forming a "staircase" chip distribution pattern.

Analysis Logic: The formation of multi-peak concentration reflects a "push-and-wash" operation by major funds during a rally. During the ascent, they create oscillations to allow short-term profit-takers to exit, while new bullish funds enter at mid-levels, completing stepwise chip turnover. The old low-level peaks, though gradually shrinking as profit-taking occurs, usually still exist and serve as strong support during pullbacks.

Practical Tips:

· Support Level Judgment: Each chip concentration peak can serve as a potential support during corrections. When prices fall back to the upper edge of a peak, and volume shows signs of stabilization, it indicates effective support—consider adding gradually.
· Shakeout Identification: The oscillations during a rally are essentially shakeouts. To judge if a shakeout has ended, observe URPD: if chips continue to accumulate in a certain range during the shakeout (indicating thorough turnover), and volume during this phase declines significantly, it’s a sign the main players are clearing out positions. Once shakeout ends, URPD will show new chip accumulation, and the price will break out with volume.
· Confirm Main Player Control: If during the rally, the low-price chip bars on URPD remain stable without significant reduction, and high-price chips increase, it indicates main players are not distributing at high levels but are still absorbing, leaving room for further upside.

Crypto Practical Case: In actual trading, combine tools like CBD Quantiles to further verify chip turnover directions. For example, when the high quantile line rapidly moves downward while the low quantile line moves upward, it indicates high-level chips are being absorbed by low-level funds, suggesting healthy turnover.

3. Practical Application of On-Chain Chip Analysis

The above three chip patterns are not isolated; they together form a comprehensive map of major fund operations in the crypto market:

1. Bottom Zone: URPD shows low-level single-peak concentration + continuous net outflows from exchanges + increasing balances in accumulation addresses → Major accumulation phase, ideal for phased positioning.
2. Rally Continuation: URPD displays multi-peak concentration + volume gradually enlarges + volume shrinks during shakeouts → Major shakeout phase; if the correction doesn’t break below the support peaks, it’s a good signal to add.
3. Top Zone: URPD shows high-level concentration + exchange net inflows surge + whale holdings decrease + accumulation addresses stop growing → Major distribution phase; be cautious of reducing positions.

4. Risk Control Tips

While on-chain chip analysis is a powerful tool unique to crypto, it is not foolproof. Pay special attention to:

· Data Lag: On-chain data has some delay; avoid making decisions based solely on single-day data—consider multi-day trends and price actions.
· Misjudgment Risks: Internal exchange transfers, OTC trades, and other behaviors may produce misleading signals; cross-verify multiple indicators.
· Macro Influences: Macro policies, market sentiment, and unforeseen black swan events can still impact markets. Support and resistance zones indicated by chip distribution are not absolute.
· Holistic Judgment: Relying solely on URPD is insufficient. Combine with exchange net flows, whale position changes, funding rates, and other multi-dimensional data for better decision-making in the complex crypto market.

Disclaimer: This article is for technical exchange and learning only and does not constitute investment advice. The cryptocurrency market is highly risky; please make decisions cautiously according to your risk tolerance. #Gate廣場四月發帖挑戰