Toward the end of 2024, shares of quantum computing stocks such as IonQ, D-Wave Quantum, Quantum Computing, and Rigetti Computing all experienced significant run-ups. Curiously, each of these companies was a penny stock at the beginning of 2024 -- only to see its valuation soar well into the billions during a rather short time period.

Valued at a market capitalization of just $116,000, Zapata Computing (ZPTA) may appear tempting to investors. Its business touched quantum computing software solutions, such as through its Orquestra product.

Last year, investors poured into artificial intelligence (AI) stocks, and the biggest players -- from Nvidia (NASDAQ: NVDA) to Amazon -- helped the general market soar. Quantum computing harnesses the principles of quantum mechanics to solve problems that classical computers can't handle.

Many quantum computing stocks have risen well above Wall Street's price targets, but this one still has room to climb.

Following tech giants such as Amazon (AMZN) and Nvidia (NVDA), enterprise software major SAP (SAP) has also joined the voices making a case for quantum computing. Sounding bullish about the technology,

This is precisely what happened with quantum computing stocks in late 2024. Stocks like Rigetti (NASDAQ: RGTI), Quantum Computing (NASDAQ: QUBT), and IonQ (NYSE: IONQ) have shot up hundreds of percentage points in the last six months,

Quantum computing has been receiving a lot of attention lately as a handful of companies compete to develop some of the most sophisticated computers on the planet. The potential for these computers to dramatically change everything from weather prediction to cybersecurity encryption is high,