Bitget App
Trade smarter
Buy cryptoMarketsTradeFuturesEarnSquareMore
Solana’s Transaction Metrics May Be Inflated by Bots Amid High Reported Failure Rates, Cardano SPO Says

Solana’s Transaction Metrics May Be Inflated by Bots Amid High Reported Failure Rates, Cardano SPO Says

CoinotagCoinotag2025/09/04 18:10
By:Marisol Navaro






  • Bot-driven volume inflates TPS metrics

  • High failure rates mean reported transactions do not reflect successful user activity.

  • Data point: a 11 million-transaction sample contained 99.95% failed transactions; Sept. 1, 2025 saw 658,460 attempts with only 155 successful.

Solana fake transactions: immediate analysis of bot-inflated metrics and how to verify real throughput. Read steps to validate on-chain activity. (150-160 chars)

How is Solana allowing bots to inflate transaction metrics?

Solana fake transactions occur when automated actors submit large numbers of transactions that mostly fail but are still recorded in block history, inflating published metrics. Independent observers report samples where a single bot accounted for millions of attempts with success rates below 0.1%, which misrepresents real throughput and user demand.

What data shows the scale of the issue?

On-chain samples reported by industry observers show concentrated activity. In one flagged case a bot performed roughly 11 million transactions over 30 days with a reported 99.95% failure rate. On Sept. 1, 2025 a total of 658,460 transactions were attempted, with only 155 successful (0.024% success). These figures indicate the majority of recorded transactions were not meaningful for users or dApps.

Comparison of reported sample activity Date / Sample Total attempts Successful Success rate
30-day bot sample 11,000,000 ~5,500 ~0.05% (99.95% failed)
Sept. 1, 2025 658,460 155 0.024% (99.97% failed)

Why do observers call this a “fake it till you make it” strategy?

Critics argue that inflated transaction counts can be presented as proof of scale and adoption, despite high failure rates. A Cardano stake-pool operator (SPO) publicly highlighted these anomalies, suggesting the metrics do not reflect genuine user activity. Supporters point to low fees and network behavior as partial explanations rather than deliberate manipulation.




Frequently Asked Questions

How do failed transactions affect Solana’s reported TPS?

Failed transactions are included in raw throughput counts unless explicitly filtered. Including failed attempts increases reported TPS while not representing successful, usable transactions. Analysts recommend focusing on confirmed, successful transactions for meaningful TPS measurement.

Can low fees explain inflated transaction attempts?

Yes. Extremely low fees reduce the cost of submitting high volumes of transactions, which can encourage automated actors to generate many attempts. However, fee structure alone does not prove intent; pattern analysis is necessary.

What steps can developers and analysts take to verify on-chain activity?

Filter transactions by success status, sample sender diversity, review timestamps and fees, and use rolling averages of confirmed transactions over weeks. These steps provide a clearer view of genuine network demand.

Key Takeaways

  • Inflated metrics: Bot-driven failed transactions can significantly overstate on-chain activity.
  • Verify success: Always filter by transaction success status to measure real throughput and TPS.
  • Practical steps: Use sender sampling, fee analysis, and rolling averages to detect and mitigate misleading spikes.

Conclusion

Reports of Solana fake transactions highlight that raw transaction totals can be misleading when failed attempts dominate recorded volume. Industry actors including independent observers and named figures have urged verification of success rates and sender patterns. Analysts and developers should adopt filtering best practices to measure true network adoption and performance. For ongoing coverage and verification tools, refer to COINOTAG reporting and official Solana Foundation statements as plain text sources.

In Case You Missed It: John Deaton Says XRP Army May Have Helped Influence SEC v. Ripple Ruling
0

Disclaimer: The content of this article solely reflects the author's opinion and does not represent the platform in any capacity. This article is not intended to serve as a reference for making investment decisions.

PoolX: Earn new token airdrops
Lock your assets and earn 10%+ APR
Lock now!

You may also like

Hopes for a December rate cut fade? Bitcoin erases its yearly gains

After the release of the delayed U.S. September non-farm payroll data, which was postponed by 43 days, the market has almost abandoned expectations for a rate cut in December.

ForesightNews 速递2025/11/21 21:43
Hopes for a December rate cut fade? Bitcoin erases its yearly gains

Gold Rush Handbook | Circle Arc Early Interaction Step-by-Step Guide

Remain proactive even during a sluggish market.

ForesightNews 速递2025/11/21 21:42
Gold Rush Handbook | Circle Arc Early Interaction Step-by-Step Guide

Mars Morning News | Nvidia's impressive earnings boost market confidence, while growing divisions in the Fed minutes cast doubt on a December rate cut

Nvidia's earnings report exceeded expectations, boosting market confidence and fueling the ongoing AI investment boom. The Federal Reserve minutes revealed increased disagreement over a possible rate cut in December. The crypto market is seeing ETF expansion but faces liquidity challenges. Ethereum has proposed EIL to address L2 fragmentation. A Cloudflare outage has raised concerns about the risks of centralized services. Summary generated by Mars AI. The accuracy and completeness of this summary are still being improved during iteration.

MarsBit2025/11/21 21:31
Mars Morning News | Nvidia's impressive earnings boost market confidence, while growing divisions in the Fed minutes cast doubt on a December rate cut

Surviving a 97% Crash: Solana’s Eight-Year Struggle Revealed—True Strength Never Follows the Script

Solana co-founder Anatoly Yakovenko reviewed the origins, development process, challenges faced, and future vision of Solana, emphasizing the transaction efficiency of a high-performance blockchain and the comprehensive integration of financial services. Summary generated by Mars AI. This summary was generated by the Mars AI model, and the accuracy and completeness of its content are still in the iterative update stage.

MarsBit2025/11/21 21:31
Surviving a 97% Crash: Solana’s Eight-Year Struggle Revealed—True Strength Never Follows the Script