Astera Labs is crushing it in the AI hardware game, raking in $852.5M in revenue and $219M profit last year—while BigBear.ai, the software contender, is hemorrhaging $293.9M and losing ground. Astera’s growth is unstoppable, but it’s not without risk: heavy reliance on big clients and Taiwan-based manufacturing. BigBear’s troubles? Accounting scandals, shaky contracts, and a public-sector-only grind. For 2026, Astera’s the clear winner: profitable, scalable, and building the backbone of AI’s future.

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