AMD Radeon Vega Frontier Edition vs NVIDIA GB10 Comparison

The Verdict

The NVIDIA GB10 is the clear performance leader in this comparison. Benchmark results show it wins both head-to-head tests decisively, with a 57.8% advantage in Geekbench OpenCL and a 59.4% advantage in Geekbench Vulkan. The average benchmark score reinforces this gap: the GB10 records 117,393 points against 73,370 for the AMD Radeon Vega Frontier Edition, a difference of roughly 60%.

The GB10 also ranks higher in the overall GPU percentile distribution, sitting at the 95th percentile versus the 91st percentile for the Vega Frontier Edition. For users who need maximum compute throughput in server or workstation workloads, the GB10 is the obvious choice.

However, the AMD Radeon Vega Frontier Edition remains relevant for a narrower set of use cases. It supports a full API stack including DirectX 12 (12_1), OpenGL 4.6, and Vulkan 1.3, while the GB10 reports N/A for all three APIs. The Vega Frontier Edition also carries a launch MSRP of 999 USD, compared to 3,999 USD for the GB10. Buyers who require traditional graphics API compatibility or who operate within a constrained hardware budget may still consider the Vega card, but the data shows it cannot match the GB10 in raw compute performance.

The verdict is straightforward: the GB10 dominates in every benchmark category recorded, while the Vega Frontier Edition offers legacy API support and a lower entry point. Choose the GB10 for maximum compute power; choose the Vega Frontier Edition only if API compatibility is non-negotiable.

Architecture Differences

The two processors come from fundamentally different design eras and philosophies.

The NVIDIA GB10 uses the Blackwell 2.0 architecture, built on a 5 nm process at TSMC. Its die size is 382 mm², and the transistor count is listed as unknown in the database. The GB10 belongs to the Server Blackwell (Bxx) generation and uses the GB20B chip. It is an integrated graphics processor (IGP) with a slot width of IGP, meaning it does not occupy a standard expansion slot.

The AMD Radeon Vega Frontier Edition uses the GCN 5.0 architecture, built on a 14 nm process at GlobalFoundries. Its die size is 495 mm², larger than the GB10, and it packs 12,500 million transistors, giving a transistor density of 25.3M per mm². It belongs to the Radeon Pro Vega (Vega Series) generation and uses the Vega 10 chip. This is a traditional dual-slot expansion card.

Memory architecture differs substantially. The GB10 pairs 128 GB of LPDDR5X on a 256-bit bus, delivering 273.2 GB/s of bandwidth. The Vega Frontier Edition uses 16 GB of HBM2 on a 2048-bit bus, achieving 483.8 GB/s. Despite the GB10 having eight times the memory capacity, the Vega card offers nearly 77% more bandwidth due to its much wider bus.

Compute resources also diverge. The GB10 has 6,144 shading units, 384 texture mapping units, 48 ROPs, 48 RT cores, and 384 tensor cores. The Vega Frontier Edition has 4,096 shading units, 256 TMUs, and 64 ROPs, but no RT cores or tensor cores, as those features did not exist in the GCN 5.0 architecture. The GB10's RT cores enable ray tracing acceleration, while its tensor cores provide dedicated AI and deep learning compute paths, neither of which the Vega card offers.

Clock speeds favor the GB10. Its base clock is 1665 MHz with a boost of 2418 MHz, while the Vega Frontier Edition runs at 1382 MHz base and 1600 MHz boost. Memory clocks also differ: the GB10 operates at 1067 MHz (8.5 Gbps effective), and the Vega card at 945 MHz (1890 Mbps effective).

The power envelope is dramatically different. The GB10 draws 140 W TDP with no power connectors and a suggested PSU of 300 W. The Vega Frontier Edition draws 300 W TDP, requires two 8-pin power connectors, and suggests a 700 W PSU. The GB10's lower power draw, combined with its higher performance, indicates a far more power-efficient design.

Head-to-Head Benchmarks

The head-to-head benchmark data shows a dominant performance from the NVIDIA GB10 in both recorded tests.

In Geekbench OpenCL, the GB10 scores 120,137 points against 76,111 for the Vega Frontier Edition. This represents a 57.8% advantage for the GB10. This test measures general-purpose compute across a range of workloads, and the GB10's newer architecture, higher clock speeds, and larger shading unit count clearly translate into a substantial lead.

In Geekbench Vulkan, the GB10 scores 114,648 points against 71,937 for the Vega Frontier Edition. The delta here is 59.4%, even larger than the OpenCL gap. Vulkan is a low-overhead graphics and compute API, and the GB10's advantage persists across both API types, suggesting the performance gap is not workload-specific but fundamental to the hardware.

The average benchmark score for the GB10 is 117,393, while the Vega Frontier Edition averages 73,370. This overall average incorporates the individual test scores and reinforces the head-to-head margins.

Looking at the nearest rival data provides additional context. The GB10's nearest rival is the NVIDIA RTX 4000 SFF Ada Generation, with an average score of 117,088, a delta of just 0.3%. This means the GB10 sits essentially at parity with that card, while being 1.3% ahead of the AMD Radeon PRO W7700 (118,976 average score, delta -1.3% for the GB10). The GB10 also leads the NVIDIA Tesla V100 SXM2 16 GB by 2.6% and the NVIDIA RTX A5500 Mobile by 3.0%.

For the Vega Frontier Edition, its nearest rival is the AMD Radeon Pro Vega 64, with an average score of 72,379, a delta of 1.4% in favor of the Vega Frontier Edition. It also leads the NVIDIA TITAN X Pascal by 1.8%, the AMD Radeon RX 6650M by 2.2%, and the AMD Radeon RX 6600 LE by 3.6%. These small margins indicate the Vega Frontier Edition is closely matched with its contemporaries, but that entire performance tier is far below the GB10's tier.

Specification Differences

The following fields differ between the two processors, based on recorded data:

• Architecture: Blackwell 2.0 (GB10) vs GCN 5.0 (Vega Frontier Edition)
• Process Node: 5 nm (GB10) vs 14 nm (Vega Frontier Edition)
• Foundry: TSMC (GB10) vs GlobalFoundries (Vega Frontier Edition)
• Transistors: Unknown (GB10) vs 12,500 million (Vega Frontier Edition)
• Die Size: 382 mm² (GB10) vs 495 mm² (Vega Frontier Edition)
• Transistor Density: Not listed (GB10) vs 25.3M / mm² (Vega Frontier Edition)
• Base Clock: 1665 MHz (GB10) vs 1382 MHz (Vega Frontier Edition)
• Boost Clock: 2418 MHz (GB10) vs 1600 MHz (Vega Frontier Edition)
• Memory Clock: 1067 MHz 8.5 Gbps effective (GB10) vs 945 MHz 1890 Mbps effective (Vega Frontier Edition)
• Memory Size: 128 GB (GB10) vs 16 GB (Vega Frontier Edition)
• Memory Type: LPDDR5X (GB10) vs HBM2 (Vega Frontier Edition)
• Memory Bus Width: 256 bit (GB10) vs 2048 bit (Vega Frontier Edition)
• Memory Bandwidth: 273.2 GB/s (GB10) vs 483.8 GB/s (Vega Frontier Edition)
• Shading Units: 6144 (GB10) vs 4096 (Vega Frontier Edition)
• TMUs: 384 (GB10) vs 256 (Vega Frontier Edition)
• ROPs: 48 (GB10) vs 64 (Vega Frontier Edition)
• RT Cores: 48 (GB10) vs None (Vega Frontier Edition)
• Tensor Cores: 384 (GB10) vs None (Vega Frontier Edition)
• Pixel Rate: 116.1 GPixel/s (GB10) vs 102.4 GPixel/s (Vega Frontier Edition)
• Texture Rate: 928.5 GTexel/s (GB10) vs 409.6 GTexel/s (Vega Frontier Edition)
• FP32 Performance: 29.71 TFLOPS (GB10) vs 13.11 TFLOPS (Vega Frontier Edition)
• FP16 Performance: 29.71 TFLOPS (1:1) (GB10) vs 26.21 TFLOPS (2:1) (Vega Frontier Edition)
• TDP: 140 W (GB10) vs 300 W (Vega Frontier Edition)
• Slot Width: IGP (GB10) vs Dual-slot (Vega Frontier Edition)
• Power Connectors: None (GB10) vs 2x 8-pin (Vega Frontier Edition)
• Suggested PSU: 300 W (GB10) vs 700 W (Vega Frontier Edition)
• Bus Interface: PCIe 5.0 x16 (GB10) vs PCIe 3.0 x16 (Vega Frontier Edition)
• Display Outputs: 1x HDMI (GB10) vs 1x HDMI 2.0b, 3x DisplayPort 1.4a (Vega Frontier Edition)
• APIs: DirectX N/A, OpenGL N/A, Vulkan N/A (GB10) vs DirectX 12 (12_1), OpenGL 4.6, Vulkan 1.3 (Vega Frontier Edition)
• Dimensions: 150 mm length, 51 mm height, 150 mm width (GB10) vs 267 mm length, 111 mm height (Vega Frontier Edition)
• Production Status: Active (GB10) vs End-of-life (Vega Frontier Edition)
• Release Date: 2025-10-14 (GB10) vs 2017-06-26 (Vega Frontier Edition)
• Predecessor: Server Hopper (GB10) vs Radeon Pro Polaris (Vega Frontier Edition)
• Successor: Server Rubin (GB10) vs Radeon Pro Navi (Vega Frontier Edition)
• Launch MSRP: 3,999 USD (GB10) vs 999 USD (Vega Frontier Edition)

FAQ

Q: Which processor has higher FP32 compute performance?

A: The NVIDIA GB10 delivers 29.71 TFLOPS FP32, more than double the 13.11 TFLOPS of the AMD Radeon Vega Frontier Edition.

Q: How much memory bandwidth does each card provide?

A: The AMD Radeon Vega Frontier Edition provides 483.8 GB/s using HBM2 on a 2048-bit bus, while the NVIDIA GB10 provides 273.2 GB/s using LPDDR5X on a 256-bit bus.

Q: Does the GB10 support DirectX, OpenGL, or Vulkan?

A: No, the database records N/A for DirectX, OpenGL, and Vulkan on the NVIDIA GB10. The AMD Radeon Vega Frontier Edition supports DirectX 12 (12_1), OpenGL 4.6, and Vulkan 1.3.

Q: What is the power consumption difference?

A: The NVIDIA GB10 has a TDP of 140 W with no power connectors and a suggested PSU of 300 W. The AMD Radeon Vega Frontier Edition has a TDP of 300 W, requires two 8-pin connectors, and suggests a 700 W PSU.

Q: What is the average benchmark score for each?

A: The NVIDIA GB10 averages 117,393 points, while the AMD Radeon Vega Frontier Edition averages 73,370 points.

Q: Which card has more memory capacity?

A: The NVIDIA GB10 has 128 GB of LPDDR5X, which is eight times the 16 GB of HBM2 found on the AMD Radeon Vega Frontier Edition.

Where Each One Wins

The NVIDIA GB10 wins in every recorded compute benchmark. Its OpenCL score of 120,137 is 57.8% higher, and its Vulkan score of 114,648 is 59.4% higher. The GB10 also leads in FP32 throughput (29.71 vs 13.11 TFLOPS), texture rate (928.5 vs 409.6 GTexel/s), and pixel rate (116.1 vs 102.4 GPixel/s). It offers ray tracing cores and tensor cores, which the Vega Frontier Edition lacks entirely. Its lower TDP of 140 W versus 300 W, combined with no external power connectors, makes it far easier to integrate into dense server environments. The GB10 uses the PCIe 5.0 x16 interface, while the Vega card is limited to PCIe 3.0 x16.

The AMD Radeon Vega Frontier Edition wins in memory bandwidth, delivering 483.8 GB/s compared to 273.2 GB/s. It also has more ROPs (64 vs 48), which can benefit certain rasterization workloads. Its API support is a clear advantage: it supports DirectX 12 (12_1), OpenGL 4.6, and Vulkan 1.3, whereas the GB10 reports N/A for all three. The Vega card offers multiple display outputs (1x HDMI 2.0b and 3x DisplayPort 1.4a) versus the GB10's single HDMI. It is also a dual-slot card with a standard 267 mm length, making it compatible with conventional desktop chassis, whereas the GB10 is an IGP with no slot width. Its production status is end-of-life, but its predecessor and successor lineage (Radeon Pro Polaris to Radeon Pro Navi) shows it belongs to a mature product family.

In practical terms, the GB10 is the choice for compute-heavy server workloads, AI inference, and any task that can leverage its tensor cores or RT cores. The Vega Frontier Edition's higher memory bandwidth may benefit certain bandwidth-bound compute tasks, and its API support makes it usable in traditional graphics pipelines, but the recorded benchmark data shows it cannot compete with the GB10 on raw performance.