The PassMark benchmark results crystallize the architectural divide between these two chips into concrete numbers. The Threadripper 9970X posts a multi-threaded score of 111,454 — nearly double the 9900X3D's 56,162. That ratio is no coincidence; it tracks almost directly with the core count advantage (32 vs. 12 cores), confirming that the 9970X's lead in parallel workloads is real and consistent under standardized testing conditions. For users running rendering farms, large-scale data processing, or heavily threaded professional applications, this gap translates to tangibly faster completion times.
Single-threaded performance, however, tells a near-identical story for both chips. The 9900X3D scores 4,646 versus the 9970X's 4,583 — a difference of less than 1.4%. At this margin, real-world single-threaded tasks like web browsing, office applications, or lightly threaded games would be completely indistinguishable between the two. This tight result also validates the clock speed data: the 9900X3D's marginally higher turbo frequency produces a marginally higher single-core score, exactly as expected.
The overall verdict from benchmarks is clear-cut. The 9970X dominates in multi-threaded workloads by a factor of roughly 2×, making it the unambiguous choice for professional, parallel-heavy use cases. The 9900X3D is essentially tied in single-threaded performance, meaning users whose workloads skew toward per-core speed — gaming being the prime example — gain nothing from the 9970X's massive core array, and should weigh other factors like cost, power, and platform requirements instead.