NVIDIA GeForce RTX 4060 AD106 vs NVIDIA H200 NVL Comparison

Head-to-Head Benchmarks

The GeForce RTX 4060 AD106 and the H200 NVL occupy opposite ends of the NVIDIA product spectrum, and the recorded data reflects this divergence clearly. The H200 NVL delivers a Geekbench OpenCL score of 334,891, placing it in the 100th percentile among all GPUs in the database. The RTX 4060 AD106, by contrast, holds a 50th percentile position with no benchmark scores recorded in the database, meaning the H200 NVL holds a decisive edge in every measurable compute test available.

The H200 NVL's raw compute advantage comes from sheer scale. Its FP32 throughput of 60.32 TFLOPS is roughly four times the RTX 4060 AD106's 15.11 TFLOPS, and its FP16 output of 120.6 TFLOPS (2:1 ratio) dwarfs the RTX 4060 AD106's 15.11 TFLOPS (1:1 ratio). In memory bandwidth, the gap is even more pronounced: the H200 NVL delivers 4.89 TB/s from its 141 GB HBM3e pool, while the RTX 4060 AD106 offers 272.0 GB/s from 8 GB GDDR6. That is a 17.9x bandwidth advantage for the server part.

The nearest rivals listed for the H200 NVL provide context for its standing. The NVIDIA B200 scores 345,482, which is 3.1% higher than the H200 NVL's 334,891. The AMD Instinct MI300X trails by 5.3% with a score of 317,994. The NVIDIA B300 SXM6 AC leads by 9.4% at 369,831, while the NVIDIA L40S sits 13.2% behind at 295,763. This places the H200 NVL firmly in the upper echelon of accelerator-class hardware, competitive with the latest data-center offerings despite being a generation behind some of them.

The RTX 4060 AD106 has no nearest rivals listed in the database, so its competitive standing is defined only by its percentile. At the 50th percentile, it sits at the median of all GPUs tracked, a position consistent with its consumer-oriented specs. The H200 NVL, at the 100th percentile, outperforms essentially every other GPU in the database, making the head-to-head comparison a formality rather than a contest.

Where Each One Wins

The H200 NVL wins every benchmark category where data exists. Its OpenCL score of 334,891 reflects a compute architecture designed for massive parallel workloads, with 16,896 shading units, 528 tensor cores, and 528 TMUs. The FP16 performance of 120.6 TFLOPS, double its FP32 rate, indicates a design optimized for mixed-precision AI training and inference, where tensor core utilization dominates. The memory subsystem, with 141 GB of HBM3e across a 6144-bit bus, provides the capacity and bandwidth required for large model weights and datasets that would exhaust the RTX 4060 AD106's 8 GB frame buffer in seconds.

The RTX 4060 AD106 wins in areas that matter for desktop use, though the database does not record benchmark scores for it. Its pixel rate of 118.1 GPixel/s exceeds the H200 NVL's 42.84 GPixel/s by a factor of 2.75, reflecting a design with 48 ROPs versus the H200 NVL's 24 ROPs. This makes the RTX 4060 AD106 better suited for rasterized graphics output, where fill rate and pixel throughput determine frame delivery. The RTX 4060 AD106 also features 24 dedicated ray tracing cores, while the H200 NVL lists no ray tracing cores at all, confirming that the server part prioritizes compute over graphics rendering.

Clock speeds favor the RTX 4060 AD106 as well. Its base clock of 1830 MHz and boost clock of 2460 MHz are substantially higher than the H200 NVL's 1365 MHz base and 1785 MHz boost. Higher clocks help the consumer card in latency-sensitive workloads that cannot saturate the H200 NVL's massive parallel resources. However, the H200 NVL compensates with 5.5x more shading units and 5.5x more TMUs, so aggregate throughput remains firmly in its favor.

Architecture Differences

The two GPUs come from different NVIDIA architectures. The RTX 4060 AD106 uses Ada Lovelace, the architecture powering the GeForce 40-series. The H200 NVL uses Hopper, NVIDIA's server-focused architecture from the Server Hopper (Hxx) generation. Both are fabricated on a 5 nm process at TSMC, but the die sizes diverge sharply: the RTX 4060 AD106 measures 188 mm² with 22,900 million transistors, while the H200 NVL measures 814 mm² with 80,000 million transistors. The transistor density reflects this, with the RTX 4060 AD106 at 121.8M per mm² versus the H200 NVL's 98.3M per mm², indicating that the consumer chip packs transistors more densely despite having fewer total.

The H200 NVL's Hopper architecture is built around tensor core compute. Its 528 tensor cores, each paired with TMUs, deliver FP16 throughput at a 2:1 ratio over FP32, meaning the hardware is explicitly designed to accelerate mixed-precision matrix operations. The RTX 4060 AD106's 96 tensor cores support FP16 at a 1:1 ratio with FP32, a configuration that prioritizes general-purpose compute and graphics over dedicated AI throughput. The H200 NVL also omits ray tracing cores entirely, while the RTX 4060 AD106 includes 24 of them, reinforcing the architectural split between graphics-oriented Ada Lovelace and compute-oriented Hopper.

Memory architecture further separates the two. The RTX 4060 AD106 uses GDDR6 across a 128-bit bus, a conventional layout for consumer GPUs. The H200 NVL uses HBM3e across a 6144-bit bus, a high-bandwidth stacked memory design typical of data-center accelerators. The H200 NVL's memory clock of 1593 MHz (6.4 Gbps effective) is lower than the RTX 4060 AD106's 2125 MHz (17 Gbps effective), but the enormous bus width gives the H200 NVL a bandwidth advantage that clock speed alone cannot bridge.

Specification Differences

The specification sheets reveal complementary roles. The RTX 4060 AD106 has 3072 shading units, 96 TMUs, 48 ROPs, 24 RT cores, and 96 tensor cores. The H200 NVL has 16,896 shading units, 528 TMUs, 24 ROPs, no RT cores, and 528 tensor cores. The H200 NVL's shading unit count is 5.5x higher, but its ROP count is half, confirming that the server part trades pixel output for compute throughput.

Memory differences are stark: 8 GB GDDR6 with a 128-bit bus and 272.0 GB/s bandwidth versus 141 GB HBM3e with a 6144-bit bus and 4.89 TB/s bandwidth. The H200 NVL's memory capacity is 17.6x larger, and its bandwidth is 17.9x higher. The H200 NVL's texture rate of 942.5 GTexel/s is roughly 4x the RTX 4060 AD106's 236.2 GTexel/s, while the RTX 4060 AD106's pixel rate of 118.1 GPixel/s is 2.75x the H200 NVL's 42.84 GPixel/s.

Power and interface requirements differ accordingly. The RTX 4060 AD106 has a TDP of 115 W with a 300 W suggested PSU and a 1x 12-pin connector. The H200 NVL has a TDP of 600 W with a 1000 W suggested PSU and an 8-pin EPS connector. The H200 NVL uses PCIe 5.0 x16, while the RTX 4060 AD106 uses PCIe 4.0 x8. Display outputs also diverge: the RTX 4060 AD106 provides 1x HDMI 2.1 and 3x DisplayPort 1.4a, while the H200 NVL has no display outputs at all. The H200 NVL measures 267 mm in length and 111 mm in height, while the RTX 4060 AD106's dimensions are not recorded, though both are dual-slot cards.

API support follows the same split. The RTX 4060 AD106 supports DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The H200 NVL lists N/A for all three, indicating no consumer graphics API support. Production status and release timing also differ: the RTX 4060 AD106 is end-of-life, released on 2024-03-31, with a predecessor in GeForce 30 and a successor in GeForce 50. The H200 NVL is active, released on 2024-11-17, with a predecessor in Server Ada and a successor in Server Blackwell.

FAQ

Q: Which GPU has higher FP32 compute performance?

A: The H200 NVL delivers 60.32 TFLOPS FP32, which is 3.99x the RTX 4060 AD106's 15.11 TFLOPS.

Q: How do their memory bandwidth figures compare?

A: The H200 NVL provides 4.89 TB/s bandwidth from 141 GB HBM3e on a 6144-bit bus. The RTX 4060 AD106 provides 272.0 GB/s from 8 GB GDDR6 on a 128-bit bus.

Q: Does the RTX 4060 AD106 support ray tracing?

A: Yes, it includes 24 dedicated ray tracing cores. The H200 NVL lists no ray tracing cores.

Q: What is the H200 NVL's benchmark standing relative to its nearest rivals?

A: Its Geekbench OpenCL score of 334,891 is 3.1% behind the NVIDIA B200 (345,482), 5.3% ahead of the AMD Instinct MI300X (317,994), 9.4% behind the NVIDIA B300 SXM6 AC (369,831), and 13.2% ahead of the NVIDIA L40S (295,763).

Q: What process nodes and die sizes do the two GPUs use?

A: Both use a 5 nm TSMC process. The RTX 4060 AD106 has a die size of 188 mm² with 22,900 million transistors; the H200 NVL has a die size of 814 mm² with 80,000 million transistors.

Q: Which GPU has a higher pixel fill rate?

A: The RTX 4060 AD106 achieves 118.1 GPixel/s, which is 2.75x the H200 NVL's 42.84 GPixel/s, due to its 48 ROPs versus the H200 NVL's 24 ROPs.