AMD Radeon Vega Frontier Edition vs NVIDIA RTX 6000D Comparison

Where Each One Wins

The recorded benchmark data splits the two cards cleanly by workload type. The NVIDIA RTX 6000D dominates in the only shared test, Geekbench OpenCL, where it posts a score of 388,405 against the AMD Radeon Vega Frontier Edition's 76,111. That is a 410.3% delta, meaning the NVIDIA card delivers over five times the raw compute throughput in that specific API. The RTX 6000D also has its own exclusive benchmark result, 3DMark Steel Nomad DX12, scoring 3,522, which places it in the 98th percentile of all GPUs in the database. No comparable DX12 result exists for the AMD card, so the NVIDIA card's win there is uncontested within this dataset.

The AMD Radeon Vega Frontier Edition, by contrast, shows its strengths in legacy and cross-platform APIs. It has three recorded results: Geekbench Metal at 72,061, Geekbench OpenCL at 76,111, and Geekbench Vulkan at 71,937. While none of these approach the NVIDIA card's OpenCL number, they do show a relatively flat performance profile across Metal, OpenCL, and Vulkan, with the spread between the highest and lowest being only about 5.5%. This suggests the Vega card handles different compute APIs without severe efficiency cliffs, a useful trait for heterogeneous software environments. Its average benchmark score of 73,370 places it in the 91st percentile of all GPUs, which is respectable for a card from 2017.

The use-case split is straightforward. For modern, high-throughput compute workloads that leverage OpenCL or DX12, the RTX 6000D is the clear choice based on the data. For older applications or those that rely on Metal or Vulkan, the Vega Frontier Edition still holds its own relative to its contemporaries, but it cannot match the absolute performance of the newer NVIDIA part. The RTX 6000D wins 1 head-to-head benchmark, the AMD card wins 0, and that single shared result is decisive in magnitude.

Architecture Differences

The two cards come from different eras and design philosophies. The NVIDIA RTX 6000D uses the GB202 chip, built on the Blackwell 2.0 architecture, fabricated by TSMC on a 5 nm process. It packs 92,200 million transistors into a 750 mm² die, yielding a transistor density of 122.9 million per square millimeter. The AMD Radeon Vega Frontier Edition uses the Vega 10 chip, built on GCN 5.0 architecture, fabricated by GlobalFoundries on a 14 nm process. It contains 12,500 million transistors on a 495 mm² die, with a density of 25.3 million per square millimeter. The density gap is nearly 5x, reflecting the generational leap in manufacturing technology.

Memory configurations differ fundamentally. The RTX 6000D has 84 GB of GDDR7 on a 448-bit bus, delivering 1.40 TB/s of bandwidth. The Vega Frontier Edition has 16 GB of HBM2 on a 2048-bit bus, delivering 483.8 GB/s. While the Vega card's bus is wider, the RTX 6000D's newer memory type and nearly 3x bandwidth advantage more than compensate. The RTX 6000D also has far more compute resources: 19,968 shading units, 624 TMUs, 192 ROPs, 156 RT cores, and 624 tensor cores, versus the Vega's 4,096 shading units, 256 TMUs, and 64 ROPs. The Vega card has no dedicated RT or tensor cores.

Feature support also diverges. The RTX 6000D supports DirectX 12 Ultimate (12_2), Vulkan 1.4, and OpenGL 4.6. The Vega card supports DirectX 12 (12_1), Vulkan 1.3, and OpenGL 4.6. The RTX 6000D uses PCIe 5.0 x16, while the Vega card uses PCIe 3.0 x16, which affects data transfer rates with the host system. The RTX 6000D outputs via 4x DisplayPort 2.1b, whereas the Vega card has 1x HDMI 2.0b and 3x DisplayPort 1.4a. Power delivery differs as well: the RTX 6000D draws up to 600 W with a single 16-pin connector and a suggested 1000 W PSU, while the Vega card draws 300 W with two 8-pin connectors and a 700 W suggested PSU.

Head-to-Head Benchmarks

The only direct comparison in the database is Geekbench OpenCL. The NVIDIA RTX 6000D scores 388,405, versus the AMD Radeon Vega Frontier Edition's 76,111. The delta is 410.3%, meaning the RTX 6000D is roughly 5.1 times faster in this test. This is not a marginal win; it is a categorical gap that reflects the architectural and process-node advantages discussed above. The RTX 6000D's FP32 throughput is 97.04 TFLOPS, while the Vega card's is 13.11 TFLOPS, a 7.4x difference that aligns closely with the OpenCL result.

The RTX 6000D's other benchmark, 3DMark Steel Nomad DX12, scores 3,522. While there is no direct AMD counterpart in this dataset, the score places the card at the 98th percentile of all GPUs, and the average benchmark score of 195,964 is far above the Vega card's 73,370. The nearest rivals for the RTX 6000D include the NVIDIA Tesla V100S PCIe 32 GB (avg score 194,415, delta 0.8%) and the NVIDIA A100 PCIe 80 GB (avg score 207,124, delta -5.4%, meaning the A100 leads). The RTX 6000D sits between these datacenter-oriented parts, within 5.4% of the A100's average and 6.1% ahead of the RTX 5000 Ada Generation (avg score 184,664).

The Vega Frontier Edition's nearest rivals are all much closer in performance. The AMD Radeon Pro Vega 64 averages 72,379 (delta 1.4%), the NVIDIA TITAN X Pascal averages 72,098 (delta 1.8%), the AMD Radeon RX 6650M averages 71,768 (delta 2.2%), and the AMD Radeon RX 6600 LE averages 70,829 (delta 3.6%). This clustering shows that the Vega card is competitive within its own generation, but the RTX 6000D operates in a different performance tier entirely.

FAQ

Q: How much faster is the NVIDIA RTX 6000D than the AMD Radeon Vega Frontier Edition in OpenCL?

A: The RTX 6000D scores 388,405 in Geekbench OpenCL, while the Vega Frontier Edition scores 76,111. The delta is 410.3%, making the NVIDIA card over five times faster in this specific test.

Q: Does the AMD card have any benchmark where it wins?

A: No. In the single shared benchmark, Geekbench OpenCL, the AMD card loses. The AMD card has exclusive results in Geekbench Metal (72,061) and Geekbench Vulkan (71,937), but these have no direct NVIDIA comparison in the database.

Q: What is the memory bandwidth difference between the two cards?

A: The RTX 6000D has 1.40 TB/s of bandwidth from 84 GB of GDDR7 on a 448-bit bus. The Vega Frontier Edition has 483.8 GB/s from 16 GB of HBM2 on a 2048-bit bus. The NVIDIA card's bandwidth is approximately 2.9 times higher.

Q: Which card has more shading units?

A: The RTX 6000D has 19,968 shading units, compared to the Vega Frontier Edition's 4,096. The NVIDIA card also has 624 TMUs and 192 ROPs, versus 256 TMUs and 64 ROPs on the AMD card.

Q: Are there architectural features in the RTX 6000D that the Vega card lacks?

A: Yes. The RTX 6000D includes 156 RT cores and 624 tensor cores. The Vega Frontier Edition has no dedicated RT or tensor cores, and it is built on an older GCN 5.0 architecture versus Blackwell 2.0.

Q: How close is the Vega card to its nearest rivals?

A: The Vega Frontier Edition's average benchmark score is 73,370. Its nearest rival, the AMD Radeon Pro Vega 64, scores 72,379, a 1.4% delta. The NVIDIA TITAN X Pascal is 1.8% behind, and the AMD Radeon RX 6650M is 2.2% behind. The closest rival to the RTX 6000D, the NVIDIA Tesla V100S PCIe 32 GB, is only 0.8% behind its average of 195,964.

The Verdict

The data points to a clear conclusion for compute-intensive users. The NVIDIA RTX 6000D is in a different performance class, with an average benchmark score of 195,964 versus the Vega Frontier Edition's 73,370. In the shared OpenCL test, the RTX 6000D leads by 410.3%, a margin so large that no architectural tweak or driver optimization could close it. The RTX 6000D also offers 84 GB of GDDR7 memory versus 16 GB of HBM2, which matters for large datasets and models that exceed the Vega card's capacity.

The AMD Radeon Vega Frontier Edition is not without merit, but its strengths are contextual. It is an end-of-life product from 2017, and its nearest rivals are all within 3.6% of its average score, indicating it remains competitive with mid-range GPUs from its era. For users running Metal-based workloads on macOS or Vulkan applications that do not scale to the RTX 6000D's core count, the Vega card can still deliver acceptable results. Its 91st percentile ranking among all GPUs is respectable, but it trails the RTX 6000D's 98th percentile by a wide margin.

Who should pick which? Users with modern, high-throughput compute tasks, particularly those leveraging OpenCL or DX12, should choose the RTX 6000D without hesitation. Its FP32 throughput of 97.04 TFLOPS dwarfs the Vega card's 13.11 TFLOPS, and its tensor cores enable AI workloads that the AMD card simply cannot handle. Users with legacy applications, limited power budgets (300 W vs 600 W), or a need for Metal support may find the Vega Frontier Edition adequate, but they should expect performance that is roughly one-fifth of the RTX 6000D's in compute-heavy scenarios.

Specification Differences

| Field | NVIDIA RTX 6000D | AMD Radeon Vega Frontier Edition |

|---|---|---|

| Architecture | Blackwell 2.0 | GCN 5.0 |

| Process Node | 5 nm | 14 nm |

| Foundry | TSMC | GlobalFoundries |

| Transistors | 92,200 million | 12,500 million |

| Die Size | 750 mm² | 495 mm² |

| Transistor Density | 122.9M / mm² | 25.3M / mm² |

| Base Clock | 1992 MHz | 1382 MHz |

| Boost Clock | 2430 MHz | 1600 MHz |

| Memory Clock | 1560 MHz (25 Gbps effective) | 945 MHz (1890 Mbps effective) |

| Memory Size | 84 GB | 16 GB |

| Memory Type | GDDR7 | HBM2 |

| Memory Bus Width | 448 bit | 2048 bit |

| Memory Bandwidth | 1.40 TB/s | 483.8 GB/s |

| Shading Units | 19968 | 4096 |

| TMUs | 624 | 256 |

| ROPs | 192 | 64 |

| RT Cores | 156 | None |

| Tensor Cores | 624 | None |

| Pixel Rate | 466.6 GPixel/s | 102.4 GPixel/s |

| Texture Rate | 1,516.3 GTexel/s | 409.6 GTexel/s |

| FP32 Performance | 97.04 TFLOPS | 13.11 TFLOPS |

| FP16 Performance | 97.04 TFLOPS (1:1) | 26.21 TFLOPS (2:1) |

| TDP | 600 W | 300 W |

| Power Connectors | 1x 16-pin | 2x 8-pin |

| Suggested PSU | 1000 W | 700 W |

| Bus Interface | PCIe 5.0 x16 | PCIe 3.0 x16 |

| Display Outputs | 4x DisplayPort 2.1b | 1x HDMI 2.0b, 3x DisplayPort 1.4a |

| DirectX Support | 12 Ultimate (12_2) | 12 (12_1) |

| Vulkan Support | 1.4 | 1.3 |

| Length | 304 mm (12 inches) | 267 mm (10.5 inches) |

| Height | 137 mm (5.4 inches) | 111 mm (4.4 inches) |

| Width | 40 mm (1.6 inches) | Not specified |

| Production Status | Active | End-of-life |

| Release Date | 2025-07-13 | 2017-06-26 |

| Launch MSRP | 8,565 USD | 999 USD |