Real data-center server racks illustrating concentrated automated XRP Ledger activity

XRP Ledger Crosses 5 Billion Transactions—but 767 Bots Dominated August Activity

September 10, 2026 11:24 am Comments

The XRP Ledger has crossed five billion validated transactions. That is a real technical milestone—but a new account-level audit shows why raw blockchain activity can be a terrible shortcut for measuring adoption.

Bitquery Research analyzed all 5.06 billion transactions from January 2013 through September 8, 2026. In August alone, 793 sender accounts produced 93.2% of the ledger’s activity.

Bitquery classified 767 of those accounts as machines responsible for 92% of all transactions. The remaining 26 accounts in that busiest cohort were exchange hot wallets, which contributed another 1.1%.

The finding does not mean XRP has no users. It means transaction count and economic use are different measurements, especially on a network where fees are tiny and automated accounts can submit millions of orders or dust payments.

Bitquery found that the busiest account generated almost 13 million August transactions, including 12.79 million decentralized-exchange orders. Only 882 of those orders turned into trades.

That one account was responsible for roughly one-sixth of the month’s total ledger activity.

CryptoSlate breaks the machine activity into several distinct groups. DEX order bots produced 39.25 million transactions, or 48.1% of August traffic, while dust-spraying accounts contributed another 18.79 million.

NFT-related automation, check spam, no-op account settings and escrow spam added millions more. Across the built-in exchange, 12,153 accounts completed 2.97 million trades—far fewer than the number of orders submitted.

The other end of the distribution looked completely different. Nearly half of August’s active accounts sent one transaction, and four-fifths sent five or fewer.

Bitquery’s lower-frequency, non-dust filter captured 89.6% of transacting accounts but only 0.8% of ledger traffic. That is the central warning behind the milestone: the network can be widely touched while its transaction counter is dominated by a small machine cohort.

Not every machine transaction is empty. Automated market makers, exchange bots and software agents can create useful liquidity and settle real payments.

The better question is what value those systems move, how many trades actually settle and whether balances and repeat participants are growing.

Evernorth offers the more constructive side of the picture in its second-quarter liquidity report. XRPL order-book activity averaged 3.57 million XRP per day, up 79% from a year earlier, while the number of accounts initiating those trades fell from 1,864 to 1,111 per day.

That pushed average volume per trading account from 1,072 XRP to 3,217 XRP. Across the broader XRPL decentralized exchange, trading averaged 4.42 million XRP per day, about 20% higher year over year.

Evernorth also reported that average value held on XRPL reached $4.26 billion, the highest level in its six-quarter series. Average RLUSD balances rose to $539 million, while value moved through the stablecoin increased sharply.

At the same time, daily transacting accounts and new accounts both fell about 25% year over year. Fewer participants were moving more value, a pattern consistent with larger professional flows but not with broad-based user growth.

XRPL is processing enormous volume and attracting more professional activity, yet the five-billion headline overstates the breadth of participation. For XRP, the stronger adoption signal will be sustained growth in settled trades, recurring accounts and liquidity that actually routes through the asset—not the raw transaction counter alone.

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