AMD Radeon 8050S vs NVIDIA RTX PRO 4500 Blackwell Server Comparison

Head-to-Head Benchmarks

The recorded data contains only two benchmark entries for the AMD Radeon 8050S, while the NVIDIA RTX PRO 4500 Blackwell Server has no benchmark scores in the database. This makes a direct comparison of measured performance impossible. The database lists the Radeon 8050S with a Geekbench OpenCL score of 65,818 and a Geekbench Vulkan score of 58,398, averaging to 62,108 across all recorded tests. That average places the AMD part at the 89th percentile of all GPUs in the database, indicating strong overall standing among tracked devices.

For the RTX PRO 4500, the lack of recorded benchmarks means the database cannot compute an average score, percentile rank, or rival comparisons. Its percentileVsAllGpus field sits at 50, but with no actual test data behind that figure, the number carries no analytical weight. The head-to-head table between these two products is empty, and neither side registers any wins in the official comparison.

What can be drawn from the available numbers is the Radeon 8050S's position against its nearest rivals. The AMD Radeon Pro W6600M averages 61,896, which puts the 8050S a marginal 0.3% ahead. The AMD Radeon Pro Vega 56 averages 63,693, making the 8050S 2.5% slower. The AMD Radeon RX 7600M averages 63,775, a 2.6% gap in that rival's favor. The AMD Radeon RX 9060 XT LP averages 63,830, with the 8050S trailing by 2.7%. These deltas are small, clustering within a three-percentage-point band, which indicates the 8050S performs in line with these mid-range mobile and low-profile desktop parts rather than standing clearly above or below them.

The RTX PRO 4500's specification sheet suggests a much higher theoretical ceiling, but without benchmark scores, the database cannot confirm how that translates into real-world results. The FP32 rating of 50.70 TFLOPS versus the Radeon's 11.47 TFLOPS implies a large raw compute advantage, but the absence of measured data prevents any verified conclusion. Similarly, the texture rate of 792.1 GTexel/s for the NVIDIA part against 358.4 GTexel/s for the AMD part points in one direction, but again, these are specifications, not test outcomes.

FAQ

Q: Does the database show any direct benchmark comparison between the AMD Radeon 8050S and the NVIDIA RTX PRO 4500 Blackwell Server?

A: No. The head-to-head benchmark table between these two products is empty, and neither product registers any wins in that comparison. The RTX PRO 4500 has no recorded benchmark scores at all in the database, while the Radeon 8050S has two entries, one OpenCL and one Vulkan.

Q: What is the Radeon 8050S's average benchmark score and how does it rank?

A: The Radeon 8050S averages 62,108 across its recorded tests. This places it at the 89th percentile of all GPUs tracked in the database, meaning it sits above the majority of recorded devices.

Q: How close is the Radeon 8050S to its nearest rivals in the database?

A: The gap is narrow. It is 0.3% ahead of the Radeon Pro W6600M, 2.5% behind the Radeon Pro Vega 56, 2.6% behind the Radeon RX 7600M, and 2.7% behind the Radeon RX 9060 XT LP. All four rivals fall within a three-percentage-point band around the 8050S's average.

Q: What memory configuration does each product use?

A: The Radeon 8050S uses system-shared memory, with size, type, bus width, and bandwidth all dependent on the host system. The RTX PRO 4500 uses 32 GB of GDDR7 memory on a 256-bit bus, delivering 800.3 GB/s of bandwidth.

Q: What are the thermal and power specifications for each product?

A: The Radeon 8050S has a TDP of 55 W and requires no power connectors, fitting as an integrated graphics processor. The RTX PRO 4500 has a 165 W TDP, uses a single 16-pin power connector, and the database lists a suggested PSU rating of 450 W.

Q: Do both products support the same graphics APIs?

A: Yes. Both list DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4 in the database. Neither shows any API advantage over the other in these fields.

The Verdict

The data supports a clear split based on use case. The Radeon 8050S is the only one of the two with any recorded benchmark performance, and its 89th percentile standing with an average score of 62,108 shows it is a capable integrated solution. Its nearest rivals all sit within 2.7% of its average, confirming it competes at the level of established mid-range mobile and low-profile desktop GPUs. For systems where a discrete card is not an option, the 8050S offers verified performance that slots comfortably into that tier.

The RTX PRO 4500 cannot be evaluated on measured performance because the database contains no benchmark scores for it. Its specifications describe a far larger part: 32 GB of GDDR7, 10,496 shading units, 328 tensor cores, and a 165 W TDP. Those numbers point to a professional server-oriented accelerator with substantial compute resources. However, without test data, any claim about its real-world speed relative to the Radeon remains unsubstantiated by the database.

A buyer choosing between these two should recognize the fundamental difference in positioning. The Radeon 8050S is an integrated processor designed for portability and low power, drawing 55 W with no external connectors. The RTX PRO 4500 is a single-slot server card with a dedicated power connector and a 450 W recommended PSU. The database records the Radeon as active with a 2025 release date, while the RTX PRO carries a 2026 release date. The Radeon has predecessor and successor lineage within mobile parts, whereas the RTX PRO lists Server Hopper as its predecessor and Server Rubin as its successor. These are different product categories, and the recorded data reflects that.

For systems requiring verified performance today, the Radeon 8050S has the only benchmark evidence in the database. For server workloads expecting a high-end Blackwell accelerator, the RTX PRO 4500's specifications suggest it belongs in a different performance class, but the absence of measured scores means the database cannot confirm that expectation.

Specification Differences

The two products differ across nearly every recorded specification field. The Radeon 8050S uses an integrated graphics processor design with a 55 W TDP, no power connectors, and system-shared memory where size, type, bus width, and bandwidth depend on the host. The RTX PRO 4500 is a single-slot discrete card with a 165 W TDP, one 16-pin power connector, a suggested PSU of 450 W, and a fixed 32 GB GDDR7 memory configuration on a 256-bit bus with 800.3 GB/s bandwidth.

Clock speeds differ similarly. The Radeon runs at a 1295 MHz base and 2800 MHz boost, with system-shared memory clock. The RTX PRO runs at 1215 MHz base and 2415 MHz boost, with memory clocked at 1563 MHz or 25 Gbps effective. The Radeon's boost clock is higher by 385 MHz, while the RTX PRO has a dedicated memory clock and the Radeon does not.

The physical specifications diverge sharply. The Radeon is listed as IGP slot width with no dimensions recorded. The RTX PRO measures 267 mm in length, 111 mm in height, and 40 mm in width, occupying a single slot. The Radeon has no display outputs listed, instead marked as portable device dependent, while the RTX PRO explicitly has no outputs. Both use PCIe 5.0 x16 interfaces.

The Radeon's process node is 4 nm at TSMC with a die size of 308 mm², while the RTX PRO uses 5 nm at TSMC with a 378 mm² die and 45,600 million transistors, yielding a transistor density of 120.6M per mm². The Radeon's transistor count is listed as unknown.

Release timing also differs: the Radeon carries a 2025-01-05 date, and the RTX PRO carries a 2026-03-16 date. The Radeon's predecessor is Polaris Mobile with no successor listed, while the RTX PRO's predecessor is Server Hopper and its successor is Server Rubin.

Architecture Differences

The Radeon 8050S uses the Strix Halo chip built on RDNA 3.5 architecture, belonging to the Navi Mobile (RX 8000M) generation. It has 2,048 shading units, 128 texture mapping units, 64 raster operation units, and 32 ray tracing cores. It lists no tensor cores. Its FP32 and FP16 ratings are both 11.47 TFLOPS, indicating a 1:1 ratio. Pixel rate is 179.2 GPixel/s and texture rate is 358.4 GTexel/s.

The RTX PRO 4500 uses the GB203 chip built on Blackwell 2.0 architecture, belonging to the Server Blackwell (Bxx) generation. It has 10,496 shading units, 328 texture mapping units, 112 raster operation units, 82 ray tracing cores, and 328 tensor cores. Its FP32 and FP16 ratings are both 50.70 TFLOPS, also at a 1:1 ratio. Pixel rate is 270.5 GPixel/s and texture rate is 792.1 GTexel/s.

The architectural gap is substantial. The RTX PRO has roughly five times the shading units, more than double the texture units, nearly double the raster units, and over twice the ray tracing cores. It adds tensor cores where the Radeon has none. The die sizes differ by 70 mm² in favor of the RTX PRO, while the process nodes differ in the opposite direction, with the Radeon using a smaller 4 nm process versus the RTX PRO's 5 nm. The transistor density of the RTX PRO is recorded at 120.6M per mm², while the Radeon's density is not listed.

Both products share the same API support: DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The architectural differences therefore manifest in compute resources, memory subsystem, and power envelope rather than in API feature sets.

Where Each One Wins

The Radeon 8050S wins in the areas where the database has actual evidence. It holds a 100% record in recorded benchmarks, since the RTX PRO has none. Its 89th percentile ranking among all GPUs confirms it performs above most tracked devices. Its 55 W TDP with no power connectors makes it suitable for compact, low-power systems where a discrete card cannot fit. The smaller 4 nm process gives it an efficiency-oriented manufacturing advantage over the RTX PRO's 5 nm node. Its higher boost clock of 2800 MHz versus 2415 MHz indicates a lighter thermal load that allows higher frequency scaling within its power budget.

The RTX PRO 4500 wins on specification strength across every compute metric. Its 50.70 TFLOPS FP32 output is more than four times the Radeon's 11.47 TFLOPS. Its 32 GB GDDR7 memory with 800.3 GB/s bandwidth stands against the Radeon's system-shared memory, which has no fixed bandwidth. Its 10,496 shading units, 328 tensor cores, and 82 ray tracing cores give it a multi-domain compute advantage that the Radeon cannot match on paper. The 792.1 GTexel/s texture rate and 270.5 GPixel/s pixel rate more than double the Radeon's corresponding figures. The 165 W TDP, single-slot design, and dedicated 16-pin power connector indicate a part built for sustained server workloads rather than portable integration.

Neither product records any head-to-head wins in the database, so the win split is determined by category. The Radeon wins in measured performance evidence, power efficiency, and integration flexibility. The RTX PRO wins in raw specification headroom, memory capacity and bandwidth, and compute features such as tensor cores. For a benchmark database reader, the practical takeaway is that the Radeon 8050S has proven mid-range integrated performance, while the RTX PRO 4500 offers server-class specifications awaiting benchmark confirmation.