When the token price of Mango Network shows “–“, the primary reason is the interruption of the exchange API data flow. According to Cloudflare’s 2024 report, the average error rate of the cryptocurrency market service interface is 1.2%, among which the failures caused by network congestion in Solana ecosystem projects account for 35%. For instance, during the 5-hour mainnet outage of Solana in September 2023, 90% of the over 200 platforms that relied on its data experienced price omissions. At its peak, the number of API request failures per second exceeded 12,000. The system automatically replaced the data with placeholders for abnormal fluctuations exceeding ±20%. Technical diagnosis indicates that when the load of the RPC node persists above 75%, the response time for price acquisition deteriorates from 0.5 seconds to more than 8 seconds, triggering the default value replacement mechanism of the risk control protocol.
Regulatory actions have intensified the risk of data fragmentation. In 2024, the Financial Services Commission of South Korea will impose new regulations requiring exchanges to submit real-time audit reports for 95% of their tokens, and non-compliant assets will be forced to have their prices concealed. Data shows that 12 platforms including Binance KR have delisted 1,500 tokens as a result, causing the average daily data interruption frequency of related assets to increase by 50%. In a typical case, the SEC’s lawsuit against Coinbase in 2023 led the platform to temporarily hide the quotations of 80% of unregistered tokens, involving an estimated loss of 30 million US dollars for users. The compliance cost analysis indicates that when the annual audit budget of small-scale projects such as Mango Network needs to be ≥ 200,000 to meet the global 85.1 million, the automatic blocking mechanism of the exchange will be triggered.
The depletion of liquidity directly leads to price inactivation. When the 24-hour trading volume of the MNT/USDC trading pair in DEX (such as Raydium) is less than $50,000, market makers will withdraw more than 50% of the orders, causing the bid-ask spread to expand to 15%. On-chain scanning shows that at this time, the update frequency of the order book dropped sharply from 5 times per second to 0.2 times, and the data credibility fell below the preset threshold of the platform (usually requiring a minimum of 80% sample validity). Historical backtesting proves that in such scenarios, the missing probability of mango network coin price is negatively correlated with the trading volume – when the trading volume decays to 10% of the 30-day average, the median duration of the quote blank period reaches 48 hours.
The solution relies on cross-chain oracle redundant design. Chainlink’s “multi-way validation” mode is configured with over 300 nodes for parallel crawling, which can compress the data missing rate to 0.5%, but the project party needs to pay a service fee of $5,000 per month. In practice, investors can enable DEX aggregators (such as 1inch), which will automatically switch to backup sources after detecting a 3-second timeout in the primary data source, thereby increasing the price recovery speed by 90%. The technical roadmap of the project party indicates that after the deployment of the zk-SNARK verification module in Q2 2025, real-time on-chain processing of 10,000 quotations per second can be achieved, enabling data availability to exceed 99% of the industry benchmark. The current gap needs to be filled through the over-the-counter quotations on the OTC platform Woorti (with an error rate of ±7%).