Jetson AGX Xavier vs Radeon VII
Primary details
GPU architecture, market segment, value for money and other general parameters compared.
| Place in the ranking | 85 | not rated |
| Place by popularity | not in top-100 | not in top-100 |
| Cost-effectiveness evaluation | 25.84 | no data |
| Power efficiency | 10.17 | no data |
| Architecture | GCN 5.1 (2018−2022) | Volta (2017−2020) |
| GPU code name | Vega 20 | GV10B |
| Market segment | Desktop | Laptop |
| Release date | 7 February 2019 (5 years ago) | October 2018 (6 years ago) |
| Launch price (MSRP) | $699 | $899 |
Cost-effectiveness evaluation
Performance to price ratio. The higher, the better.
Detailed specifications
General parameters such as number of shaders, GPU core base clock and boost clock speeds, manufacturing process, texturing and calculation speed. Note that power consumption of some graphics cards can well exceed their nominal TDP, especially when overclocked.
| Pipelines / CUDA cores | 3840 | 512 |
| Core clock speed | 1400 MHz | 854 MHz |
| Boost clock speed | 1750 MHz | 1377 MHz |
| Number of transistors | 13,230 million | 9,000 million |
| Manufacturing process technology | 7 nm | 12 nm |
| Power consumption (TDP) | 295 Watt | 30 Watt |
| Texture fill rate | 420.0 | 44.06 |
| Floating-point processing power | 13.44 TFLOPS | 1.41 TFLOPS |
| ROPs | 64 | 16 |
| TMUs | 240 | 32 |
| Tensor Cores | no data | 64 |
Form factor & compatibility
Information on compatibility with other computer components. Useful when choosing a future computer configuration or upgrading an existing one. For desktop graphics cards it's interface and bus (motherboard compatibility), additional power connectors (power supply compatibility).
| Interface | PCIe 3.0 x16 | IGP |
| Length | 280 mm | no data |
| Width | 2-slot | no data |
| Supplementary power connectors | 2x 8-pin | no data |
VRAM capacity and type
Parameters of VRAM installed: its type, size, bus, clock and resulting bandwidth. Integrated GPUs have no dedicated video RAM and use a shared part of system RAM.
| Memory type | HBM2 | System Shared |
| Maximum RAM amount | 16 GB | System Shared |
| Memory bus width | 4096 Bit | System Shared |
| Memory clock speed | 1000 MHz | System Shared |
| Memory bandwidth | 1024 GB/s | no data |
| Shared memory | - | + |
Connectivity and outputs
Types and number of video connectors present on the reviewed GPUs. As a rule, data in this section is precise only for desktop reference ones (so-called Founders Edition for NVIDIA chips). OEM manufacturers may change the number and type of output ports, while for notebook cards availability of certain video outputs ports depends on the laptop model rather than on the card itself.
| Display Connectors | 1x HDMI 2.0b, 3x DisplayPort 1.4a | No outputs |
| HDMI | + | - |
API compatibility
List of supported 3D and general-purpose computing APIs, including their specific versions.
| DirectX | 12 (12_1) | 12 (12_1) |
| Shader Model | 6.7 | 6.4 |
| OpenGL | 4.6 | 4.6 |
| OpenCL | 2.1 | 1.2 |
| Vulkan | 1.3 | 1.2 |
| CUDA | - | 7.2 |
Pros & cons summary
| Chip lithography | 7 nm | 12 nm |
| Power consumption (TDP) | 295 Watt | 30 Watt |
Radeon VII has a 71.4% more advanced lithography process.
Jetson AGX Xavier, on the other hand, has 883.3% lower power consumption.
We couldn't decide between Radeon VII and Jetson AGX Xavier. We've got no test results to judge.
Be aware that Radeon VII is a desktop card while Jetson AGX Xavier is a notebook one.
Should you still have questions concerning choice between the reviewed GPUs, ask them in Comments section, and we shall answer.
Comparisons with similar GPUs
We selected several comparisons of graphics cards with performance close to those reviewed, providing you with more options to consider.
