AMD Instinct MI325X vs NVIDIA GeForce RTX 4060 AD106 Comparison

Head-to-Head Benchmarks

The recorded data set contains no benchmark entries for either the AMD Instinct MI325X or the NVIDIA GeForce RTX 4060 AD106. Both parts register an average benchmark score of zero, and the head-to-head benchmark array is empty. Consequently, there are no measured wins for either product in direct comparison. The percentile ranking against all GPUs is identical for both at 50, which places them at the median of the database distribution, but this is a positional metric rather than a performance figure. Without actual frame rate, compute, or throughput measurements, the database cannot substantiate a performance advantage in either direction. The absence of scores does not imply equivalence; it simply reflects that no standardized tests have been recorded for these two accelerators in this dataset.

Architecture Differences

The AMD Instinct MI325X and the NVIDIA GeForce RTX 4060 AD106 represent fundamentally divergent design philosophies. The MI325X uses the Aqua Vanjaram chip built on CDNA 3.0 architecture, manufactured by TSMC on a 5 nm process. The RTX 4060 AD106 uses the AD106 chip built on Ada Lovelace architecture, also manufactured by TSMC on a 5 nm process. Both share the same node and foundry, but the transistor budgets diverge sharply. The MI325X integrates 153,000 million transistors across a 1017 mm² die, yielding a transistor density of 150.4M per mm². The RTX 4060 AD106 integrates 22,900 million transistors across a 188 mm² die, yielding a density of 121.8M per mm². The MI325X die is more than five times larger in area and holds nearly seven times the transistor count.

Clock behavior differs as well. The MI325X runs a base clock of 1000 MHz with a boost of 2100 MHz. The RTX 4060 AD106 runs a base clock of 1830 MHz with a boost of 2460 MHz. Despite the higher clocks on the NVIDIA part, the raw compute throughput favors the AMD accelerator. The MI325X delivers 81.72 TFLOPS of FP32 and the same 81.72 TFLOPS of FP16, indicating a 1:1 ratio. The RTX 4060 AD106 delivers 15.11 TFLOPS of FP32 and 15.11 TFLOPS of FP16, also at a 1:1 ratio. The FP32 figure for the MI325X is roughly 5.4 times that of the RTX 4060 AD106.

Memory architecture presents the starkest contrast. The MI325X carries 256 GB of HBM3e across an 8192-bit bus, achieving 6.14 TB/s of bandwidth. The RTX 4060 AD106 carries 8 GB of GDDR6 across a 128-bit bus, achieving 272.0 GB/s. The MI325X bandwidth is over 22 times higher. Memory clocks also differ: the MI325X memory runs at 1500 MHz with 6 Gbps effective, while the RTX 4060 AD106 memory runs at 2125 MHz with 17 Gbps effective. The NVIDIA part uses faster signaling per pin, but the AMD part compensates with a vastly wider bus.

The compute pipelines are organized differently. The MI325X has 19,456 shading units, 1,216 TMUs, and zero ROPs. The RTX 4060 AD106 has 3,072 shading units, 96 TMUs, and 48 ROPs. The MI325X reports a pixel rate of 0 MPixel/s and a texture rate of 2,553.6 GTexel/s. The RTX 4060 AD106 reports a pixel rate of 118.1 GPixel/s and a texture rate of 236.2 GTexel/s. The MI325X has no RT cores and no tensor cores listed, while the RTX 4060 AD106 includes 24 RT cores and 96 tensor cores. This indicates that the MI325X is not designed for real-time ray tracing workloads, whereas the RTX 4060 AD106 is explicitly equipped for them.

API support also separates the two. The MI325X lists DirectX, OpenGL, and Vulkan as N/A. The RTX 4060 AD106 supports DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The RTX 4060 AD106 also provides display outputs, with 1x HDMI 2.1 and 3x DisplayPort 1.4a, while the MI325X has no display outputs at all. The bus interface differs: the MI325X uses PCIe 5.0 x16, and the RTX 4060 AD106 uses PCIe 4.0 x8.

The Verdict

The data indicates that these two products target entirely different workloads, and selecting one depends entirely on the intended use case. The AMD Instinct MI325X is an accelerator module with no display outputs, no graphics API support, and no ROPs. It is designed for compute-intensive tasks that demand massive memory capacity and bandwidth. The NVIDIA GeForce RTX 4060 AD106 is a consumer graphics card with display outputs, full DirectX 12 Ultimate support, RT cores, and tensor cores. It is designed for interactive rendering, ray tracing, and general-purpose graphics.

Benchmark results, as recorded, show no performance differential because no scores exist for either part. However, the architectural data alone provides a clear directional signal. The MI325X delivers 81.72 TFLOPS of FP32, which is 5.4 times the 15.11 TFLOPS of the RTX 4060 AD106. The MI325X memory bandwidth of 6.14 TB/s dwarfs the 272.0 GB/s of the RTX 4060 AD106. For pure compute throughput and memory-bound workloads, the MI325X is the superior choice based on the recorded specifications. For any workload requiring graphics output, ray tracing, or standard API compatibility, the RTX 4060 AD106 is the only viable option of the two.

Specification Differences

The two products differ across nearly every specification field. The process node is identical at 5 nm from TSMC, but the transistor count differs: the MI325X has 153,000 million transistors, the RTX 4060 AD106 has 22,900 million. Die size differs: 1017 mm² for the MI325X versus 188 mm² for the RTX 4060 AD106. Transistor density differs: 150.4M per mm² versus 121.8M per mm².

Clock speeds differ. The MI325X base clock is 1000 MHz and boost is 2100 MHz. The RTX 4060 AD106 base clock is 1830 MHz and boost is 2460 MHz. Memory clocks differ: 1500 MHz with 6 Gbps effective for the MI325X, 2125 MHz with 17 Gbps effective for the RTX 4060 AD106.

Memory configuration differs completely. The MI325X has 256 GB of HBM3e on an 8192-bit bus with 6.14 TB/s bandwidth. The RTX 4060 AD106 has 8 GB of GDDR6 on a 128-bit bus with 272.0 GB/s bandwidth.

Compute resources differ. The MI325X has 19,456 shading units, 1,216 TMUs, and 0 ROPs. The RTX 4060 AD106 has 3,072 shading units, 96 TMUs, and 48 ROPs. The MI325X has no RT cores or tensor cores listed; the RTX 4060 AD106 has 24 RT cores and 96 tensor cores.

Pixel rate differs: 0 MPixel/s for the MI325X versus 118.1 GPixel/s for the RTX 4060 AD106. Texture rate differs: 2,553.6 GTexel/s versus 236.2 GTexel/s. FP32 and FP16 both differ: 81.72 TFLOPS versus 15.11 TFLOPS.

Power and physical specifications differ. The MI325X has a TDP of 1000 W with a suggested PSU of 1400 W, occupies an OAM Module slot, and has no power connectors. The RTX 4060 AD106 has a TDP of 115 W with a suggested PSU of 300 W, occupies a dual-slot form factor, and uses a 1x 12-pin power connector.

Bus interface differs: PCIe 5.0 x16 for the MI325X, PCIe 4.0 x8 for the RTX 4060 AD106. Display outputs differ: none for the MI325X, 1x HDMI 2.1 and 3x DisplayPort 1.4a for the RTX 4060 AD106. API support differs: N/A for the MI325X, DirectX 12 Ultimate, OpenGL 4.6, and Vulkan 1.4 for the RTX 4060 AD106.

Production status differs. The MI325X has no recorded production status. The RTX 4060 AD106 is marked as end-of-life. Release dates differ: the MI325X was released on 2024-10-09, the RTX 4060 AD106 on 2024-03-31. The predecessor and successor differ: the MI325X has a predecessor of Radeon Instinct and no successor, while the RTX 4060 AD106 has a predecessor of GeForce 30 and a successor of GeForce 50.

FAQ

Q: Which product has higher FP32 compute throughput?

A: The AMD Instinct MI325X delivers 81.72 TFLOPS of FP32, which is 5.4 times the 15.11 TFLOPS of the NVIDIA GeForce RTX 4060 AD106.

Q: What is the memory capacity difference?

A: The AMD Instinct MI325X has 256 GB of HBM3e memory, while the NVIDIA GeForce RTX 4060 AD106 has 8 GB of GDDR6 memory.

Q: Does the AMD Instinct MI325X support display outputs?

A: No. The MI325X lists no display outputs. The NVIDIA GeForce RTX 4060 AD106 includes 1x HDMI 2.1 and 3x DisplayPort 1.4a.

Q: Which product supports ray tracing?

A: The NVIDIA GeForce RTX 4060 AD106 includes 24 RT cores. The AMD Instinct MI325X has no RT cores listed.

Q: What is the power consumption difference?

A: The AMD Instinct MI325X has a TDP of 1000 W with a suggested PSU of 1400 W. The NVIDIA GeForce RTX 4060 AD106 has a TDP of 115 W with a suggested PSU of 300 W.

Q: Which product has a larger die?

A: The AMD Instinct MI325X has a die size of 1017 mm², while the NVIDIA GeForce RTX 4060 AD106 has a die size of 188 mm².

Where Each One Wins

The AMD Instinct MI325X wins on raw compute and memory bandwidth. Its FP32 throughput of 81.72 TFLOPS is 5.4 times that of the RTX 4060 AD106. Its memory bandwidth of 6.14 TB/s is over 22 times the 272.0 GB/s of the RTX 4060 AD106. With 256 GB of memory, it can hold datasets that are entirely infeasible for an 8 GB card. Its texture rate of 2,553.6 GTexel/s is roughly 10.8 times the 236.2 GTexel/s of the RTX 4060 AD106. It uses PCIe 5.0 x16, which offers a wider and newer bus interface than the PCIe 4.0 x8 of the NVIDIA part. Its transistor density of 150.4M per mm² is also higher, indicating a more efficient packing of logic on the 5 nm node.

The NVIDIA GeForce RTX 4060 AD106 wins on graphics capability, power efficiency, and API support. It has 48 ROPs and a pixel rate of 118.1 GPixel/s, whereas the MI325X has 0 ROPs and a pixel rate of 0 MPixel/s. It supports DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4, while the MI325X lists N/A for all three. It includes 24 RT cores and 96 tensor cores, neither of which is present on the MI325X. Its TDP of 115 W is drastically lower than the 1000 W of the MI325X, and its suggested PSU of 300 W is far below the 1400 W requirement of the AMD part. It provides display outputs, making it usable for interactive rendering and desktop environments. Its memory clock of 2125 MHz is higher than the 1500 MHz of the MI325X, and its 17 Gbps effective memory speed exceeds the 6 Gbps of the AMD part.

The slot form factors reinforce the split. The MI325X is an OAM Module designed for server integration, while the RTX 4060 AD106 is a dual-slot card for conventional desktop installations. The RTX 4060 AD106 uses a 1x 12-pin power connector, while the MI325X has no power connectors, indicating it draws power from the module interface rather than a direct cable. The MI325X has no recorded production status, while the RTX 4060 AD106 is end-of-life, meaning the NVIDIA part is at the end of its availability cycle according to the database.