Investors evaluating the current tech landscape face two distinct paths in 2026: the government-focused data intelligence of BigBear.ai or the high-growth quantum computing trajectory of IonQ. These companies occupy different segments of the market and present unique risk profiles for portfolio construction.
BigBear.ai specializes in decision intelligence for the federal sector. The company provides logistics and cybersecurity tools to the Department of Defense and intelligence agencies. Revenue performance has been inconsistent, with 2025 showing a decline, although recent second-quarter results indicate a potential turnaround following the acquisition of Ask Sage. Despite a solid current ratio of 1.8x, the firm faces headwinds from regulatory filings and ongoing legal challenges that weigh on investor sentiment.
IonQ operates with a focus on trapped-ion quantum computing hardware. The company maintains a high-growth profile, recording triple-digit revenue expansion in 2025 and consistent year-over-year gains. By acquiring SkyWater Technology, IonQ has moved to control its own manufacturing, signaling a long-term commitment to scaling its hardware capabilities. With a current ratio of 15.5x, the company maintains significant liquidity to fund its research and development despite large net losses.
When comparing the two, IonQ commands a significantly higher valuation with a price-to-sales ratio of 104.9x, compared to 10.4x for BigBear.ai. While BigBear.ai is currently cheaper based on sales multiples, it must prove that its recent growth can be sustained. IonQ represents a higher-risk, higher-reward play given its leadership in an emerging industry and its demonstrated ability to expand its customer base. For those with a higher tolerance for volatility, the revenue expansion seen at IonQ makes it a more compelling option in the current market.