AMD Radeon Vega Frontier Edition vs NVIDIA RTX 4000 Ada Generation Comparison

Head-to-Head Benchmarks

The benchmark database records two compute workloads comparing the NVIDIA RTX 4000 Ada Generation and the AMD Radeon Vega Frontier Edition. The results are decisive in both cases. In Geekbench OpenCL, the RTX 4000 Ada Generation scores 146,593 points, while the Vega Frontier Edition scores 76,111. That represents a 92.6% advantage for the NVIDIA card, nearly doubling the AMD card's output. In the Geekbench Vulkan test, the RTX 4000 Ada Generation records 123,842 points against 71,937 for the Vega Frontier Edition, a 72.2% lead. The outcome is a clean sweep: two wins for the RTX 4000 Ada Generation, zero for the Radeon Vega Frontier Edition.

These deltas are substantial enough to place the cards in different performance strata. The NVIDIA card sits at the 95th percentile of all GPUs in the database, while the AMD card sits at the 91st percentile. However, the raw score gap is much wider than the percentile gap suggests. The RTX 4000 Ada Generation has an average benchmark score of 135,218 across all recorded tests, whereas the Vega Frontier Edition averages 73,370. That is an 84% higher average for the newer NVIDIA product.

Looking at the nearest rivals provides context for each card's standing. The RTX 4000 Ada Generation is essentially tied with the NVIDIA A10M, which averages 135,230 points, a delta of 0%. It also sits within a narrow band of AMD workstation parts: the Radeon PRO W6800 averages 135,396 points (0.1% higher), the Radeon Pro W6800X Duo averages 135,774 points (0.4% higher), and the Radeon PRO V620 averages 136,472 points (0.9% higher). So the RTX 4000 Ada Generation is at the low end of a very tight cluster of modern workstation GPUs.

The Vega Frontier Edition's nearest rivals are older or lower-tier parts. The AMD Radeon Pro Vega 64 averages 72,379 points, which is 1.4% below the Vega Frontier Edition. The NVIDIA TITAN X Pascal averages 72,098 points, 1.8% below. The AMD Radeon RX 6650M averages 71,768 points, 2.2% below, and the AMD Radeon RX 6600 LE averages 70,829 points, 3.6% below. This means the Vega Frontier Edition is the strongest of its immediate peer group, but that peer group operates at roughly half the performance level of the RTX 4000 Ada Generation's peer group.

Architecture Differences

The two cards come from different manufacturing eras and design philosophies. The NVIDIA RTX 4000 Ada Generation uses the AD104 chip, built on the Ada Lovelace architecture, fabricated at TSMC on a 5 nm process node. It integrates 35,800 million transistors on a die size of 294 mm², yielding a transistor density of 121.8 million per mm². The AMD Radeon Vega Frontier Edition uses the Vega 10 chip, based on the GCN 5.0 architecture, fabricated at GlobalFoundries on a 14 nm process node. It packs 12,500 million transistors on a much larger die of 495 mm², resulting in a transistor density of only 25.3 million per mm². The NVIDIA chip is roughly 2.9 times denser, a direct consequence of the newer process technology.

Core configurations differ markedly. The RTX 4000 Ada Generation has 6,144 shading units, 192 texture mapping units, 64 render output units, 48 ray tracing cores, and 192 tensor cores. The Vega Frontier Edition has 4,096 shading units, 256 texture mapping units, and 64 render output units. It has no ray tracing cores and no tensor cores, as those features were not part of the GCN 5.0 design. The NVIDIA card's shading unit count is 50% higher, but its texture unit count is 25% lower. The render output unit count is identical at 64.

Clock speeds also favor the newer card. The RTX 4000 Ada Generation has a base clock of 1500 MHz and a boost clock of 2175 MHz. The Vega Frontier Edition runs at a base clock of 1382 MHz and a boost clock of 1600 MHz. The boost advantage for NVIDIA is 575 MHz, or 36%. The memory clocks differ even more dramatically in effective terms. The RTX 4000 Ada Generation uses 2250 MHz memory, which translates to 18 Gbps effective. The Vega Frontier Edition uses 945 MHz memory, which translates to 1890 Mbps effective, roughly 1.9 Gbps. That is a nearly tenfold difference in effective memory data rate, though the bus widths and memory types complicate direct comparisons.

The memory subsystems are fundamentally different. The RTX 4000 Ada Generation has 20 GB of GDDR6 memory on a 160-bit bus, delivering 360.0 GB/s of bandwidth. The Vega Frontier Edition has 16 GB of HBM2 memory on a 2048-bit bus, delivering 483.8 GB/s of bandwidth. Despite the much narrower bus, the NVIDIA card achieves 74% of the AMD card's bandwidth, thanks to the far higher memory clock. The AMD card uses an older, exotic memory type that was ahead of its time but is now superseded.

Where Each One Wins

The RTX 4000 Ada Generation wins in every recorded benchmark category, so the use-case split is mostly about the magnitude of the advantage. In OpenCL workloads, the NVIDIA card is 92.6% ahead. This is a compute-oriented API commonly used for general-purpose GPU tasks, scientific simulations, and rendering. The 20 GB memory capacity and tensor cores make it suited for modern AI and machine learning inference, though the database does not record dedicated AI benchmarks.

In Vulkan workloads, the NVIDIA card is 72.2% ahead. Vulkan is a low-level graphics API used in games and real-time 3D applications. The RTX 4000 Ada Generation's 48 ray tracing cores give it a feature that the Vega Frontier Edition lacks entirely. While the database does not include a ray tracing benchmark, the architectural absence of such cores on the AMD card means it cannot participate in that workload class.

The Vega Frontier Edition's wins would need to come from areas not covered by the recorded benchmarks. Its 483.8 GB/s memory bandwidth is higher than the RTX 4000 Ada Generation's 360.0 GB/s, which could benefit certain memory-bound compute tasks that are not represented in the Geekbench tests. Its texture rate of 409.6 GTexel/s is close to the NVIDIA card's 417.6 GTexel/s, so texture-heavy traditional rendering workloads might show a smaller gap than the compute benchmarks indicate. However, the data does not record any such tests, so these remain qualitative inferences from the specification sheet.

The Vega Frontier Edition also supports the Metal API, recording a Geekbench Metal score of 72,061. The RTX 4000 Ada Generation has no recorded Metal benchmark. This is relevant for Apple ecosystem workflows, where Metal is the primary graphics API. The AMD card's 16 GB of HBM2 memory and 2048-bit bus are unique among the compared parts, and its 26.21 TFLOPS of FP16 throughput (at a 2:1 ratio) exceeds its FP32 rate. The NVIDIA card achieves 26.73 TFLOPS of FP16 at a 1:1 ratio, meaning it does not double FP16 throughput.

Specification Differences

| Specification | NVIDIA RTX 4000 Ada Generation | AMD Radeon Vega Frontier Edition |

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

| Architecture | Ada Lovelace | GCN 5.0 |

| Process node | 5 nm | 14 nm |

| Foundry | TSMC | GlobalFoundries |

| Transistors | 35,800 million | 12,500 million |

| Die size | 294 mm² | 495 mm² |

| Transistor density | 121.8M / mm² | 25.3M / mm² |

| Base clock | 1500 MHz | 1382 MHz |

| Boost clock | 2175 MHz | 1600 MHz |

| Memory clock | 2250 MHz (18 Gbps effective) | 945 MHz (1890 Mbps effective) |

| Memory size | 20 GB | 16 GB |

| Memory type | GDDR6 | HBM2 |

| Memory bus width | 160 bit | 2048 bit |

| Memory bandwidth | 360.0 GB/s | 483.8 GB/s |

| Shading units | 6144 | 4096 |

| TMUs | 192 | 256 |

| ROPs | 64 | 64 |

| RT cores | 48 | None |

| Tensor cores | 192 | None |

| Pixel rate | 139.2 GPixel/s | 102.4 GPixel/s |

| Texture rate | 417.6 GTexel/s | 409.6 GTexel/s |

| FP32 | 26.73 TFLOPS | 13.11 TFLOPS |

| FP16 | 26.73 TFLOPS (1:1) | 26.21 TFLOPS (2:1) |

| TDP | 130 W | 300 W |

| Slot width | Single-slot | Dual-slot |

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

| Suggested PSU | 300 W | 700 W |

| Bus interface | PCIe 4.0 x16 | PCIe 3.0 x16 |

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

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

| Vulkan support | 1.4 | 1.3 |

| OpenGL support | 4.6 | 4.6 |

| Length | 245 mm (9.6 inches) | 267 mm (10.5 inches) |

| Height | 112 mm (4.4 inches) | 111 mm (4.4 inches) |

| Production status | Active | End-of-life |

| Release date | 2023-08-08 | 2017-06-26 |

| Predecessor | Workstation Ampere | Radeon Pro Polaris |

| Successor | Blackwell PRO W | Radeon Pro Navi |

| Launch MSRP | None recorded | 999 USD |

FAQ

Q: Which card has the higher average benchmark score?

A: The NVIDIA RTX 4000 Ada Generation records an average benchmark score of 135,218, while the AMD Radeon Vega Frontier Edition averages 73,370.

Q: How large is the OpenCL performance gap?

A: The RTX 4000 Ada Generation scores 146,593 in Geekbench OpenCL, which is 92.6% higher than the Vega Frontier Edition's 76,111.

Q: Does the AMD card have any ray tracing capability?

A: No. The Vega Frontier Edition has no ray tracing cores recorded, while the RTX 4000 Ada Generation includes 48 ray tracing cores.

Q: What is the memory bandwidth difference?

A: The Vega Frontier Edition has higher memory bandwidth at 483.8 GB/s, compared to 360.0 GB/s for the RTX 4000 Ada Generation, despite the NVIDIA card having a faster effective memory clock.

Q: How do the power requirements compare?

A: The RTX 4000 Ada Generation has a 130 W TDP and recommends a 300 W power supply. The Vega Frontier Edition has a 300 W TDP and recommends a 700 W power supply.

Q: Which card is still in production?

A: The RTX 4000 Ada Generation has an Active production status, while the Vega Frontier Edition is marked End-of-life.

The Verdict

The recorded data makes the choice straightforward for most workloads. The NVIDIA RTX 4000 Ada Generation is the superior card in every benchmarked category, with a 92.6% OpenCL lead and a 72.2% Vulkan lead over the AMD Radeon Vega Frontier Edition. Its average benchmark score of 135,218 is 84% higher than the AMD card's 73,370. It also offers modern features that the AMD card lacks, including 48 ray tracing cores, 192 tensor cores, DirectX 12 Ultimate support, and Vulkan 1.4 support. Its 20 GB memory capacity exceeds the AMD card's 16 GB, and its 130 W TDP is less than half of the AMD card's 300 W.

The Vega Frontier Edition retains two advantages in the specification sheet. Its memory bandwidth of 483.8 GB/s is 34% higher than the NVIDIA card's 360.0 GB/s, and its 2048-bit HBM2 memory bus is far wider. It also has a recorded Metal benchmark score of 72,061, which the NVIDIA card lacks. Users in Apple-centric workflows that rely on Metal may find the AMD card relevant. Its texture rate of 409.6 GTexel/s is also close to the NVIDIA card's 417.6 GTexel/s, so traditional rasterization tasks might show a smaller gap.

However, the benchmark data shows no scenario where the Vega Frontier Edition wins. The RTX 4000 Ada Generation is the pick for compute-heavy tasks, modern graphics APIs, and any workload involving ray tracing or tensor operations. The Vega Frontier Edition, an end-of-life product from 2017, remains a niche option for those needing its specific HBM2 bandwidth characteristics or Metal API support. For all general-purpose use, the RTX 4000 Ada Generation is the clear choice from the database's perspective.