AMD Radeon AI PRO 9600D vs AMD Ryzen Z1 GPU Comparison

Head-to-Head Benchmarks

The recorded data presents a decisive performance separation between the AMD Radeon AI PRO 9600D and the AMD Ryzen Z1 GPU. The AI PRO 9600D delivers 24.82 TFLOPS of FP32 compute, which is 9.7 times the 2.560 TFLOPS produced by the Ryzen Z1 GPU. This gap is reflected across every measured hardware capability, with the AI PRO 9600D holding a commanding lead in raw throughput, memory bandwidth, and rendering rates.

In terms of pixel throughput, the AI PRO 9600D achieves 193.9 GPixel/s against the Ryzen Z1 GPU's 20.00 GPixel/s, a 9.7x advantage that directly impacts fill-rate bound workloads. Texture fill rate shows a similar pattern: the AI PRO 9600D reaches 387.8 GTexel/s while the Ryzen Z1 GPU manages 40.00 GTexel/s, again a 9.7x difference. These figures indicate that the AI PRO 9600D processes rasterization and texture-heavy operations at a fundamentally higher rate.

Memory bandwidth is where the disparity becomes most pronounced. The AI PRO 9600D uses a 256-bit bus with 576.0 GB/s of bandwidth, whereas the Ryzen Z1 GPU operates on a 64-bit bus with 51.20 GB/s. That is an 11.25x difference in memory throughput. The AI PRO 9600D also carries 32 GB of GDDR6 memory compared to 16 GB of LPDDR5 on the Ryzen Z1 GPU, doubling the capacity while simultaneously widening the bandwidth gap.

The shading and geometry resources follow the same hierarchy. The AI PRO 9600D contains 3072 shading units, 192 texture mapping units, 96 raster operation units, and 48 ray tracing cores. The Ryzen Z1 GPU contains 256 shading units, 16 TMUs, 8 ROPs, and 4 ray tracing cores. Each of these counts scales by a factor of 12, consistent with the 9.7x compute and rendering deltas observed above. The AI PRO 9600D's 53,900 million transistors on a 357 mm² die compare to the Ryzen Z1 GPU's 25,390 million transistors on a 178 mm² die, meaning the AI PRO 9600D packs more than double the transistor count into exactly double the die area.

Clock speeds tell a different story, as the Ryzen Z1 GPU actually runs at higher frequencies. Its base clock is 1500 MHz and boost clock is 2500 MHz, while the AI PRO 9600D operates at a 1080 MHz base and 2020 MHz boost. The Ryzen Z1 GPU also has a game clock of 1500 MHz on its memory side, though the AI PRO 9600D's 2250 MHz memory clock with 18 Gbps effective speed far exceeds the Ryzen Z1 GPU's 800 MHz memory clock with 6.4 Gbps effective speed. The higher core clocks on the Ryzen Z1 GPU do not compensate for its drastically smaller execution resource pool.

FP16 performance shows a notable architectural difference. The AI PRO 9600D delivers 24.82 TFLOPS of FP16 at a 1:1 ratio with FP32, meaning it does not double its throughput for half-precision work. The Ryzen Z1 GPU delivers 5.120 TFLOPS of FP16 at a 2:1 ratio, meaning it doubles its FP32 rate when processing FP16 data. Even with this efficiency advantage, the Ryzen Z1 GPU's FP16 output remains roughly one-fifth of the AI PRO 9600D's FP16 output.

Where Each One Wins

The AI PRO 9600D wins in every category where raw processing capacity determines outcome. Its 32 GB memory pool and 576.0 GB/s bandwidth support large datasets and high-resolution textures without swapping. The 48 ray tracing cores provide dedicated hardware for ray-traced workloads, while the 3072 shading units sustain heavy shader execution. The 150 W TDP with a single-slot cooler and 1x 16-pin power connector positions it as a workstation-class card that fits into standard server or desktop chassis. It also supports PCIe 5.0 x16, the fastest bus interface listed in the database, and outputs DisplayPort 2.1a.

The Ryzen Z1 GPU wins in power efficiency and physical integration. Its 30 W TDP is one-fifth of the AI PRO 9600D's 150 W TDP. It requires no power connectors, which makes it suitable for low-power embedded or handheld designs. Its 280 mm length and 111 mm height with 21 mm width are comparable to the AI PRO 9600D's 241 mm length, 111 mm height, and 19 mm width, but the Ryzen Z1 GPU has no display outputs, indicating it is designed to drive an internal panel rather than external monitors. Its 16 GB of LPDDR5 memory, while slower at 51.20 GB/s, is sufficient for integrated graphics contexts where the GPU shares memory with the host system.

The Ryzen Z1 GPU also holds a clock speed advantage. Its 2500 MHz boost clock is 480 MHz higher than the AI PRO 9600D's 2020 MHz boost. In workloads that are latency-bound or lightly threaded, higher clocks can reduce per-operation latency. However, the database shows no benchmark scores for either product, so the practical effect of this clock difference cannot be quantified beyond the architectural specifications.

Both products support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4, so API compatibility is identical. The AI PRO 9600D was released on 2025-12-10, while the Ryzen Z1 GPU was released on 2023-09-17, making the AI PRO 9600D roughly two years newer. The AI PRO 9600D lists the Radeon Pro Vega as its predecessor, while the Ryzen Z1 GPU has no recorded predecessor.

The Verdict

The data supports a clear conclusion: the AMD Radeon AI PRO 9600D is the superior performer by a wide margin across every compute, memory, and rendering metric recorded in the database. It offers 9.7x the FP32 throughput, 9.7x the pixel rate, 9.7x the texture rate, and 11.25x the memory bandwidth of the AMD Ryzen Z1 GPU. It doubles the memory capacity, carries 12x the shading units, TMUs, ROPs, and ray tracing cores, and uses a newer RDNA 4.0 architecture on the same 4 nm TSMC process node.

The AMD Ryzen Z1 GPU is not a competitor in the same performance class. Its strengths are limited to a 5x lower TDP, higher clock speeds, and the absence of external power requirements. These characteristics suit a different deployment scenario: compact, power-constrained systems where 2.560 TFLOPS is sufficient and 16 GB of shared LPDDR5 memory is acceptable. The Ryzen Z1 GPU's 599 USD launch MSRP, stated once here, reflects its integrated positioning.

For any workload that demands high throughput, large memory capacity, or dedicated ray tracing hardware, the AI PRO 9600D is the only viable choice from this comparison. The 150 W TDP and single-slot form factor make it manageable in most desktop or workstation builds. The Ryzen Z1 GPU's 30 W TDP and connector-free design make it the only choice for ultra-low-power or embedded applications, but its performance ceiling is approximately one-tenth of the AI PRO 9600D across the board.

FAQ

Q: How much faster is the AMD Radeon AI PRO 9600D than the AMD Ryzen Z1 GPU in FP32 compute?

A: The AI PRO 9600D delivers 24.82 TFLOPS of FP32, which is 9.7 times the 2.560 TFLOPS of the Ryzen Z1 GPU.

Q: What are the memory differences between the two GPUs?

A: The AI PRO 9600D has 32 GB of GDDR6 on a 256-bit bus with 576.0 GB/s bandwidth. The Ryzen Z1 GPU has 16 GB of LPDDR5 on a 64-bit bus with 51.20 GB/s bandwidth.

Q: Which GPU has higher clock speeds?

A: The Ryzen Z1 GPU has higher clocks: 1500 MHz base and 2500 MHz boost, compared to the AI PRO 9600D's 1080 MHz base and 2020 MHz boost.

Q: Do both GPUs support the same APIs?

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

Q: What is the power consumption of each GPU?

A: The AI PRO 9600D has a 150 W TDP and requires a 1x 16-pin power connector with a 450 W suggested PSU. The Ryzen Z1 GPU has a 30 W TDP and requires no power connectors.

Q: Which GPU has more ray tracing cores?

A: The AI PRO 9600D has 48 ray tracing cores. The Ryzen Z1 GPU has 4 ray tracing cores, a 12x difference.

Architecture Differences

The two GPUs use different RDNA generations. The AI PRO 9600D is built on RDNA 4.0 with the Navi 48 chip, while the Ryzen Z1 GPU uses RDNA 3.0 with the Phoenix chip. Both are fabricated by TSMC on a 4 nm process, so the process node is identical, but the architectural generation differs.

Transistor counts diverge sharply. The AI PRO 9600D contains 53,900 million transistors on a 357 mm² die, yielding a transistor density of 151.0M per mm². The Ryzen Z1 GPU contains 25,390 million transistors on a 178 mm² die, yielding 142.6M per mm². The AI PRO 9600D has slightly higher density despite its larger absolute count.

Execution resources scale by a factor of 12 across the board. The AI PRO 9600D has 3072 shading units, 192 TMUs, 96 ROPs, and 48 ray tracing cores. The Ryzen Z1 GPU has 256 shading units, 16 TMUs, 8 ROPs, and 4 ray tracing cores. The AI PRO 9600D's generation is listed as "Radeon Pro Navi (Navi IV Series)", while the Ryzen Z1 GPU is listed under "Console GPU (AMD)".

FP16 processing differs in ratio. The AI PRO 9600D processes FP16 at a 1:1 ratio with FP32, producing 24.82 TFLOPS. The Ryzen Z1 GPU processes FP16 at a 2:1 ratio, producing 5.120 TFLOPS from its 2.560 TFLOPS FP32 baseline. This indicates different shader precision handling between RDNA 4.0 and RDNA 3.0.

Neither GPU lists tensor cores in the database. Both support the same API set, including DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4.

Specification Differences

The AI PRO 9600D uses GDDR6 memory with 32 GB capacity, a 256-bit bus, and 576.0 GB/s bandwidth. The Ryzen Z1 GPU uses LPDDR5 memory with 16 GB capacity, a 64-bit bus, and 51.20 GB/s bandwidth. Memory clocks differ as well: 2250 MHz with 18 Gbps effective on the AI PRO 9600D versus 800 MHz with 6.4 Gbps effective on the Ryzen Z1 GPU.

Power specifications diverge significantly. The AI PRO 9600D has a 150 W TDP, uses a 1x 16-pin power connector, and requires a 450 W suggested PSU. The Ryzen Z1 GPU has a 30 W TDP and uses no power connectors, with no suggested PSU listed.

The AI PRO 9600D is single-slot and measures 241 mm in length, 111 mm in height, and 19 mm in width. The Ryzen Z1 GPU measures 280 mm in length, 111 mm in height, and 21 mm in width, with no slot width recorded. The AI PRO 9600D uses a PCIe 5.0 x16 bus interface, while the Ryzen Z1 GPU has no bus interface listed.

Display outputs differ completely. The AI PRO 9600D provides 1x DisplayPort 2.1a. The Ryzen Z1 GPU has no display outputs. The AI PRO 9600D was released on 2025-12-10, while the Ryzen Z1 GPU was released on 2023-09-17. The AI PRO 9600D lists the Radeon Pro Vega as its predecessor; the Ryzen Z1 GPU has no predecessor recorded. The Ryzen Z1 GPU has a launch MSRP of 599 USD; the AI PRO 9600D has no launch MSRP recorded.