AMD Ryzen Z2 GPU vs NVIDIA RTX 2000 Max-Q Ada Generation Comparison

Head-to-Head Benchmarks

The recorded data shows no direct benchmark comparisons between the AMD Ryzen Z2 GPU and the NVIDIA RTX 2000 Max-Q Ada Generation. Both products have an average benchmark score of zero in the database, and the head-to-head benchmark table is empty. This means there are no measured performance deltas, no win counts, and no percentile differences to draw upon for a direct numerical comparison.

What the database does provide are the raw architectural specifications that will shape performance. The AMD Ryzen Z2 GPU delivers 8.294 TFLOPS of FP32 compute, while the NVIDIA RTX 2000 Max-Q Ada Generation delivers 8.940 TFLOPS. The NVIDIA part is 7.8% ahead in raw FP32 throughput, a modest edge that suggests a slight advantage in compute-bound workloads. In FP16, both parts operate at a 1:1 ratio with their FP32 figures, so the same 7.8% gap carries over to half-precision tasks.

Texture throughput tells a different story. The NVIDIA part achieves 139.7 GTexel/s, while the AMD part achieves 129.6 GTexel/s. The NVIDIA advantage here is 7.8% as well, consistent with its higher FP32 output. Pixel rate, however, favors the AMD part. The Ryzen Z2 GPU produces 86.40 GPixel/s, which is 23.7% higher than the RTX 2000 Max-Q Ada Generation's 69.84 GPixel/s. This suggests the AMD part has an edge in fill-rate-bound scenarios, such as heavy post-processing or high-resolution compositing.

Memory bandwidth is a significant differentiator. The NVIDIA RTX 2000 Max-Q Ada Generation offers 256.0 GB/s of bandwidth, which is 113.5% higher than the AMD Ryzen Z2 GPU's 119.9 GB/s. This is the largest single specification gap between the two. The NVIDIA part also uses GDDR6 memory with a 2000 MHz clock at 16 Gbps effective, while the AMD part uses LPDDR5X at 937 MHz with 7.5 Gbps effective. The NVIDIA memory subsystem is substantially faster, which will matter in bandwidth-sensitive workloads like ray tracing, high-resolution textures, and certain compute kernels.

Both parts sit at the 50th percentile against all GPUs in the database, indicating they are positioned in the middle of the performance distribution. Neither has recorded benchmark scores, so this percentile is based on specification-derived estimates rather than measured results.

The Verdict

The data indicates the NVIDIA RTX 2000 Max-Q Ada Generation is the stronger compute and memory performer. It leads in FP32 and FP16 throughput, texture rate, and memory bandwidth by a wide margin. The 256.0 GB/s bandwidth advantage is decisive for workloads that rely on data movement, and the 7.8% FP32 lead gives it a clear edge in general compute.

The AMD Ryzen Z2 GPU is the better choice where fill rate matters. Its 86.40 GPixel/s pixel throughput is 23.7% higher than the NVIDIA part's 69.84 GPixel/s, so rasterization-heavy tasks will perform relatively better. It also draws less power at 28 W compared to 35 W, which matters in thermally constrained systems.

The NVIDIA part offers 3072 shading units, 96 TMUs, 48 ROPs, 24 RT cores, and 96 tensor cores. The AMD part offers 768 shading units, 48 TMUs, 32 ROPs, and 12 RT cores. The NVIDIA part has 4 times the shading units and 8 times the tensor cores, making it the clear choice for ray tracing and any tensor-accelerated workload. The AMD part has no tensor cores listed at all.

For buyers choosing strictly from the data, the NVIDIA RTX 2000 Max-Q Ada Generation is the more capable all-around GPU. Its higher compute throughput, vastly higher memory bandwidth, and dedicated tensor core hardware make it suitable for a wider range of professional and gaming workloads. The AMD Ryzen Z2 GPU is a lower-power alternative that wins on pixel fill rate and efficiency, but it does not match the NVIDIA part in raw compute or memory performance.

Architecture Differences

The AMD Ryzen Z2 GPU uses the RDNA 3.0 architecture on a 4 nm process at TSMC, with 25,390 million transistors on a 178 mm² die. The transistor density is 142.6 million per square millimeter. The NVIDIA RTX 2000 Max-Q Ada Generation uses the Ada Lovelace architecture on a 5 nm process at TSMC, with 18,900 million transistors on a 159 mm² die. The transistor density is 118.9 million per square millimeter. The AMD part has 34.3% more transistors and a 11.9% larger die, but the NVIDIA part is built on a slightly larger process node.

The NVIDIA chip is AD107, while the AMD chip is Hawk Point. The NVIDIA part is part of the GeForce 20-series product family, specifically the Ada-MW generation, and its predecessor is Ampere-MW with a successor of Blackwell-MW. The AMD part is classified under Console GPU (AMD) generation with no listed predecessor or successor.

The RT core counts differ significantly. The NVIDIA part has 24 RT cores, exactly double the AMD part's 12 RT cores. The NVIDIA part also has 96 tensor cores, which the AMD part does not list at all. This indicates a fundamentally different approach to accelerated workloads: NVIDIA has dedicated tensor hardware, while AMD relies on its shader-based RDNA 3.0 design.

The two parts also differ in their memory architecture. The AMD part uses LPDDR5X memory with 16 GB capacity, while the NVIDIA part uses GDDR6 with 8 GB capacity. The AMD part has twice the memory capacity but less than half the bandwidth. The NVIDIA part has a 128-bit bus width, matching the AMD part, but its memory clock is 2000 MHz with 16 Gbps effective, versus the AMD part's 937 MHz with 7.5 Gbps effective.

Both parts support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4, so API-level feature support is identical. The NVIDIA part uses PCIe 4.0 x16 as its bus interface, while the AMD part has no bus interface listed. The NVIDIA part is marked as IGP slot width, and its display outputs are listed as Portable Device Dependent. The AMD part has a single USB Type-C display output.

Specification Differences

The two parts differ in nearly every specification category. The AMD Ryzen Z2 GPU has a base clock of 800 MHz and a boost clock of 2700 MHz. The NVIDIA RTX 2000 Max-Q Ada Generation has a base clock of 930 MHz and a boost clock of 1455 MHz. The AMD part has a 16.3% higher boost clock, while the NVIDIA part has a 16.3% higher base clock.

Shading units: the NVIDIA part has 3072, the AMD part has 768. The NVIDIA part has 4 times the shading units. Texture mapping units: the NVIDIA part has 96, the AMD part has 48. The NVIDIA part has double the TMUs. Render output units: the NVIDIA part has 48, the AMD part has 32. The NVIDIA part has 50% more ROPs. RT cores: the NVIDIA part has 24, the AMD part has 12. The NVIDIA part has double the RT cores. Tensor cores: the NVIDIA part has 96, the AMD part has none listed.

Memory capacity: the AMD part has 16 GB, the NVIDIA part has 8 GB. Memory type: the AMD part uses LPDDR5X, the NVIDIA part uses GDDR6. Memory bandwidth: the NVIDIA part has 256.0 GB/s, the AMD part has 119.9 GB/s. The NVIDIA part has 113.5% more bandwidth.

Pixel rate: the AMD part has 86.40 GPixel/s, the NVIDIA part has 69.84 GPixel/s. The AMD part has 23.7% more pixel throughput. Texture rate: the NVIDIA part has 139.7 GTexel/s, the AMD part has 129.6 GTexel/s. The NVIDIA part has 7.8% more texture throughput. FP32 and FP16: the NVIDIA part has 8.940 TFLOPS, the AMD part has 8.294 TFLOPS. The NVIDIA part has 7.8% more compute throughput.

Power: the NVIDIA part has a TDP of 35 W, the AMD part has a TDP of 28 W. The AMD part draws 25% less power. The AMD part has no power connectors, and the NVIDIA part also has no power connectors.

Release dates: the AMD part was released on 2024-12-31, the NVIDIA part on 2023-03-20. The AMD part is almost two years newer. Both parts are listed as Active in production status. Neither part has a launch MSRP in the database.

FAQ

Q: Which GPU has higher memory bandwidth?

A: The NVIDIA RTX 2000 Max-Q Ada Generation has 256.0 GB/s of bandwidth, which is 113.5% higher than the AMD Ryzen Z2 GPU's 119.9 GB/s.

Q: How do the two compare in raw compute performance?

A: The NVIDIA part delivers 8.940 TFLOPS of FP32 and FP16, while the AMD part delivers 8.294 TFLOPS. The NVIDIA part leads by 7.8% in both precision formats.

Q: Which part has more memory capacity?

A: The AMD Ryzen Z2 GPU has 16 GB of LPDDR5X memory, double the 8 GB of GDDR6 memory on the NVIDIA RTX 2000 Max-Q Ada Generation.

Q: Which GPU is more power efficient?

A: The AMD Ryzen Z2 GPU has a TDP of 28 W, which is 25% lower than the NVIDIA RTX 2000 Max-Q Ada Generation's 35 W TDP.

Q: Which part has dedicated tensor cores?

A: Only the NVIDIA RTX 2000 Max-Q Ada Generation has tensor cores, with 96 of them. The AMD Ryzen Z2 GPU has no tensor cores listed.

Q: Do both parts support the same graphics APIs?

A: Yes, both support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4.

Where Each One Wins

The NVIDIA RTX 2000 Max-Q Ada Generation wins in compute throughput, texture rate, and memory bandwidth. Its 8.940 TFLOPS FP32 output and 139.7 GTexel/s texture rate give it a 7.8% edge in most shader-bound workloads. Its 256.0 GB/s bandwidth is more than double the AMD part's 119.9 GB/s, which makes it the stronger choice for memory-heavy tasks like large texture streaming, high-resolution rendering, and data-intensive compute. The 96 tensor cores provide hardware acceleration for AI workloads that the AMD part cannot match. The 24 RT cores, double the AMD part's count, give it a clear advantage in ray-traced scenes. The 3072 shading units, 4 times the AMD part's count, point to better raw shader throughput in complex scenes.

The AMD Ryzen Z2 GPU wins in pixel fill rate, memory capacity, and power draw. Its 86.40 GPixel/s output is 23.7% higher than the NVIDIA part's 69.84 GPixel/s, so it handles fill-rate-bound situations such as high-resolution post-processing and heavy overdraw more effectively. Its 16 GB memory capacity is double the NVIDIA part's 8 GB, allowing larger working sets in memory-constrained scenarios. Its 28 W TDP is 25% lower than the NVIDIA part's 35 W, making it the more efficient option for thermally limited systems. Its 2700 MHz boost clock is 85.6% higher than the NVIDIA part's 1455 MHz, which suggests strong clock scaling in burst workloads.

For gaming, the NVIDIA part's bandwidth advantage and tensor cores make it the preferred option for ray tracing and DLSS-style acceleration. For rasterization-heavy gaming at moderate settings, the AMD part's higher pixel rate and lower power draw are meaningful. For professional workloads, the NVIDIA part's compute lead and tensor hardware make it the more versatile tool. For embedded or portable systems where power is the primary constraint, the AMD part's 28 W TDP and 16 GB capacity are the deciding factors.