Benchmark results tell a decisive and somewhat surprising story. Across all three PassMark metrics, the Helios Neo 16 AI outscores the Katana 15 — and the margins are not trivial. The overall PassMark score of 56,426 versus 45,332 represents roughly a 24% system-wide advantage, reflecting superior combined CPU, memory, and storage throughput in standardized testing conditions.
The GPU-specific PassMark G3D score is particularly worth examining: the Helios Neo registers 23,749 against the Katana's 19,987 — an approximately 19% lead. This is notable because the raw Performance specs from the Katana suggested higher TFLOPS and faster GPU clocks. Benchmark scores, however, capture real-world rendering behavior under controlled loads, and the Helios Neo's larger 12GB VRAM buffer and overall system tuning appear to translate into stronger measured GPU output. The single-core PassMark result follows the same pattern: 4,723 versus 4,245, meaning the Helios Neo also holds an edge in single-threaded workloads — the kind that govern game engine logic, UI responsiveness, and many productivity applications.
The Helios Neo 16 AI holds a clear and consistent advantage across every benchmark in this group. For users who weight standardized, holistic system performance over individual spec figures, these results make a compelling case — the Helios Neo delivers more measured real-world output despite the Katana's higher theoretical GPU numbers on paper.