Perpetuals.com Ltd. (NASDAQ: PDC), a fintech company specializing in AI-powered trading products, has released backtest results for version two of its patent-pending BayesShield artificial intelligence engine. The engine powers the company's UpsideOnly paper trading platform, which has gained significant traction since its launch in May 2026. The announcement underscores the potential of AI-driven trading strategies, but also carries important implications for retail investors and the broader fintech industry.
According to the company, the backtest replayed approximately 1.07 billion historical order fills over a 375-day period using the same production code deployed on the live platform. The hypothetical results showed a non-compounded return of 380% with a maximum drawdown of 27%, resulting in a return-to-drawdown ratio of 4.4. Starting with $400,000 in simulated capital, the strategy generated hypothetical profits of $1.522 million, ending the test period with $1.922 million. These figures are striking, especially when compared to traditional investment benchmarks, and could signal a new era in algorithmic trading.
The BayesShield AI model takes a unique approach: rather than attempting to predict market prices directly, it identifies consistently successful traders and generates automated trading signals when qualified users independently take similar positions at roughly the same time. This crowd-sourced intelligence model leverages the collective behavior of successful traders, potentially offering a more robust and adaptive strategy than conventional predictive models. The backtest showed that the strategy posted positive returns in every calendar quarter, avoided liquidations during the test period, and remained nearly flat during a sharp October 2025 Bitcoin sell-off, demonstrating resilience in volatile market conditions.
The announcement is significant because it provides evidence that AI-driven trading systems can deliver substantial returns while managing risk. For retail investors, who often lack the sophisticated tools of institutional players, platforms like UpsideOnly could democratize access to advanced trading strategies. Perpetuals.com reported that UpsideOnly has already grown to more than 225,000 users and recorded $70 billion in simulated notional trading volume across 25 assets, indicating strong market interest. This rapid adoption suggests that AI-powered trading tools are becoming mainstream, potentially reshaping how individuals approach investing.
However, the company cautions that the live trading period remains too limited to draw conclusions about future performance. This is a critical caveat, as backtested results can be overly optimistic due to factors such as overfitting or survivorship bias. Investors should interpret these results with caution and recognize that past performance, even in backtests, does not guarantee future results. The company's transparent release of these results, including the detailed methodology, is a positive step toward building trust in AI-driven financial technologies.
The broader implications for the fintech industry are profound. If AI engines like BayesShield can consistently outperform traditional strategies, they could disrupt the asset management sector, prompting a shift toward more automated and data-driven approaches. Perpetuals.com's use of a licensed European Multilateral Trading Facility (MTF) with full MiFID II, MiCA, DORA, and EMIR compliance adds a layer of regulatory credibility, which could encourage wider adoption among risk-averse investors. The company's mission to reduce risk by empowering retail users with intuitive and efficient trading experiences aligns with a growing demand for tools that level the playing field between retail and institutional investors.
For the full press release, visit https://ibn.fm/uZs4s. More news and updates relating to PDC are available in the company's newsroom at https://ibn.fm/PDC.
