AMD Radeon RX 7650 GRE vs NVIDIA RTX 6000D Comparison

Head-to-Head Benchmarks

The recorded data includes two benchmark comparisons between the AMD Radeon RX 7650 GRE and the NVIDIA RTX 6000D. In both tests, the NVIDIA RTX 6000D emerges as the clear winner, and the margins are substantial.

In the 3DMark Steel Nomad DX12 test, the NVIDIA RTX 6000D scores 3522, while the AMD Radeon RX 7650 GRE scores 2336. This represents a delta of -33.7% for the AMD card, meaning the NVIDIA part delivers roughly a third more performance in this particular DirectX 12 workload. The gap is significant enough to place these two products in entirely different performance tiers, despite both supporting DirectX 12 Ultimate (12_2).

The Geekbench OpenCL test shows an even larger disparity. The NVIDIA RTX 6000D records 388405 points, compared to 83109 for the AMD Radeon RX 7650 GRE. The delta here is -78.6%, indicating that the NVIDIA card is roughly 4.7 times faster in this compute-oriented benchmark. This is not a marginal difference; it is a reflection of the fundamentally different scale of silicon and memory resources each card brings to the table.

The aggregate benchmark data reinforces this picture. The AMD Radeon RX 7650 GRE has an average benchmark score of 42723 across all recorded tests, placing it in the 83rd percentile of all GPUs in the database. The NVIDIA RTX 6000D, by contrast, has an average benchmark score of 195964, placing it in the 98th percentile. The delta between their average scores is substantial, and the percentile gap (83 vs 98) places them in different performance neighborhoods entirely.

Looking at the nearest rivals for each card provides additional context. The AMD Radeon RX 7650 GRE sits within 1.3% of the NVIDIA GeForce RTX 4070 SUPER (avg score 43223), the NVIDIA Quadro M6000 24 GB (43262), the NVIDIA GeForce RTX 5050 Mobile (43268), and the NVIDIA Quadro M6000 (43301). This shows the AMD card is competitive with mid-range and previous-generation workstation parts, all clustered within a narrow band.

The NVIDIA RTX 6000D, on the other hand, is positioned among much higher-performing hardware. Its nearest rivals include the NVIDIA Tesla V100S PCIe 32 GB (avg score 194415, delta 0.8%), the NVIDIA A100 SXM4 40 GB (187147, delta 4.7%), the NVIDIA A100 PCIe 80 GB (207124, delta -5.4%), and the NVIDIA RTX 5000 Ada Generation (184664, delta 6.1%). These are data-center and professional-grade accelerators, which underscores the RTX 6000D's positioning as a compute and professional workload powerhouse, not a mainstream gaming card.

Where Each One Wins

Based on the recorded benchmark data, the NVIDIA RTX 6000D wins both head-to-head tests. The AMD Radeon RX 7650 GRE has zero recorded wins in this comparison. This is a straightforward outcome, but the nature of the wins is worth examining.

The 3DMark Steel Nomad DX12 result is a gaming-oriented DirectX 12 workload. The NVIDIA RTX 6000D's 33.7% lead here indicates that even in traditional rasterization scenarios, the sheer scale of its compute resources (19968 shading units versus 2048) translates into a commanding advantage. The AMD card is not slow in absolute terms; its 2336 score is respectable for its class, but it is simply outclassed by a GPU with nearly ten times the shading units.

The Geekbench OpenCL result is more compute-focused. The 78.6% delta suggests that the RTX 6000D's architecture, with its 624 tensor cores and massive FP32 throughput (97.04 TFLOPS versus 22.08 TFLOPS), is far better suited to general-purpose compute tasks. This is expected given the RTX 6000D's lineage as a professional workstation card, but the data confirms it clearly.

For the AMD Radeon RX 7650 GRE, the competitive context comes from its nearest rivals. It sits within 1.2% to 1.3% of the NVIDIA GeForce RTX 4070 SUPER and the Quadro M6000 variants. This suggests that in real-world terms, the RX 7650 GRE trades blows with those cards, which are all clustered within a 0.2% score range. The AMD card is not a performance outlier in either direction; it is firmly in the middle of its peer group.

The NVIDIA RTX 6000D's nearest rivals tell a different story. Its delta of 0.8% against the Tesla V100S PCIe 32 GB shows a near-tie, while its 4.7% lead over the A100 SXM4 40 GB and 6.1% lead over the RTX 5000 Ada Generation indicate a slight but consistent edge over those accelerators. The -5.4% delta against the A100 PCIe 80 GB shows one rival that outperforms it by a modest margin.

Architecture Differences

The architectural gap between these two GPUs is vast, and the recorded specifications explain the benchmark results.

The AMD Radeon RX 7650 GRE uses the Navi 33 chip, built on RDNA 3.0 architecture, with a TSMC 6 nm process. It contains 13,300 million transistors on a 204 mm² die, yielding a transistor density of 65.2M per mm². The chip features 2048 shading units, 128 texture mapping units, 64 raster output units, and 32 ray tracing cores. It has no tensor cores. The card operates with a base clock of 1720 MHz, a boost clock of 2695 MHz, and a game clock of 2350 MHz. Memory is 8 GB of GDDR6 on a 128-bit bus, delivering 288.0 GB/s of bandwidth. Its FP32 and FP16 throughput are both 22.08 TFLOPS, indicating a 1:1 ratio. The card draws 170 W TDP, uses a single 8-pin power connector, and requires a 450 W suggested power supply. It interfaces via PCIe 4.0 x8 and measures 204 mm in length.

The NVIDIA RTX 6000D uses the GB202 chip, built on Blackwell 2.0 architecture, with a TSMC 5 nm process. It contains 92,200 million transistors on a 750 mm² die, yielding a transistor density of 122.9M per mm². This is a much larger and denser chip. The GPU features 19968 shading units, 624 texture mapping units, 192 raster output units, 156 ray tracing cores, and 624 tensor cores. Base clock is 1992 MHz, boost clock is 2430 MHz. Memory is 84 GB of GDDR7 on a 448-bit bus, delivering 1.40 TB/s of bandwidth. FP32 and FP16 throughput are both 97.04 TFLOPS, also at a 1:1 ratio. TDP is 600 W, using a single 16-pin connector, with a suggested power supply of 1000 W. It uses PCIe 5.0 x16 and measures 304 mm in length.

Several architectural differences stand out. The transistor count difference is roughly 7x in favor of NVIDIA. The die size is 3.7x larger. Memory capacity is 10.5x larger, and memory bandwidth is nearly 5x higher. The shading unit count is 9.75x higher, and the tensor core presence (624 versus none) is a categorical difference. The process node advantage (5 nm versus 6 nm) contributes to the higher transistor density.

The RTX 6000D also has a wider memory bus (448-bit versus 128-bit), which directly explains the bandwidth advantage. The AMD card's PCIe 4.0 x8 interface limits host transfer bandwidth compared to the RTX 6000D's PCIe 5.0 x16. The display outputs differ as well: the AMD card has one HDMI 2.1a and three DisplayPort 2.1 outputs, while the NVIDIA card has four DisplayPort 2.1b outputs.

Both cards support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4, so API compatibility is not a differentiator. The AMD card's release date is 2025-02-06, and the NVIDIA card's release date is 2025-07-13, making the NVIDIA part a later release.

FAQ

Q: Which card has higher average benchmark score?

A: The NVIDIA RTX 6000D has an average benchmark score of 195964, while the AMD Radeon RX 7650 GRE has an average score of 42723. This places the RTX 6000D in the 98th percentile of all GPUs and the RX 7650 GRE in the 83rd percentile.

Q: How does the AMD Radeon RX 7650 GRE compare to its nearest rivals?

A: The RX 7650 GRE is within 1.2% to 1.3% of the NVIDIA GeForce RTX 4070 SUPER (avg score 43223), the NVIDIA Quadro M6000 24 GB (43262), the NVIDIA GeForce RTX 5050 Mobile (43268), and the NVIDIA Quadro M6000 (43301). All five cards are essentially performance equals in the database.

Q: What is the memory configuration difference?

A: The AMD card has 8 GB of GDDR6 on a 128-bit bus, providing 288.0 GB/s of bandwidth. The NVIDIA card has 84 GB of GDDR7 on a 448-bit bus, providing 1.40 TB/s of bandwidth. The NVIDIA card has over 10x the memory capacity and nearly 5x the bandwidth.

Q: Do both cards support the same graphics APIs?

A: Yes, both cards support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. API compatibility is identical, so the performance differences are due to hardware resources, not software feature sets.

Q: What are the thermal and power specifications?

A: The AMD Radeon RX 7650 GRE has a 170 W TDP and uses a single 8-pin connector, with a suggested 450 W power supply. The NVIDIA RTX 6000D has a 600 W TDP, uses a single 16-pin connector, and requires a 1000 W suggested power supply.

Q: How does the RTX 6000D compare to its nearest rivals?

A: The RTX 6000D is 0.8% ahead of the Tesla V100S PCIe 32 GB (avg score 194415), 4.7% ahead of the A100 SXM4 40 GB (187147), 6.1% ahead of the RTX 5000 Ada Generation (184664), and 5.4% behind the A100 PCIe 80 GB (207124).

The Verdict

The benchmark data presents an unambiguous hierarchy. The NVIDIA RTX 6000D outperforms the AMD Radeon RX 7650 GRE in both recorded tests, with deltas of -33.7% in 3DMark Steel Nomad DX12 and -78.6% in Geekbench OpenCL. The average benchmark scores (195964 versus 42723) and percentile rankings (98 versus 83) confirm that these are not competing products in the same segment.

The AMD Radeon RX 7650 GRE is best understood as a mainstream card that sits within 1.3% of the NVIDIA GeForce RTX 4070 SUPER and the Quadro M6000 family. Its 8 GB memory, 170 W TDP, and 22.08 TFLOPS FP32 throughput place it in a class suited for 1080p and entry-level 1440p gaming or light compute workloads. It has no tensor cores, so AI-accelerated workloads are not part of its feature set.

The NVIDIA RTX 6000D is a professional-grade accelerator with 84 GB of GDDR7 memory, 97.04 TFLOPS FP32, 624 tensor cores, and a 600 W TDP. Its nearest rivals are data-center accelerators like the Tesla V100S and A100 variants, and it holds a slight edge over most of them (0.8% to 6.1% ahead). The 98th percentile ranking places it near the top of the entire GPU database.

For a user selecting between these two, the choice depends entirely on workload requirements. The AMD card is a capable, low-power option for mainstream graphics tasks. The NVIDIA card is a high-power, high-memory compute platform for professional and data-center applications. The data shows no scenario where the AMD card wins, so for anyone needing the RTX 6000D's compute capacity, memory size, or tensor core support, the AMD card is not a substitute. Conversely, for a user who only needs the performance level of the RX 7650 GRE, the RTX 6000D would be massively over-provisioned in both power consumption and cost. The benchmark results simply reflect two products designed for different purposes.