AMD FirePro W8000 vs NVIDIA RTX PRO 2000 Blackwell Comparison

AMD FirePro W8000 and NVIDIA RTX PRO 2000 Blackwell represent two very different eras of workstation graphics. The data shows a decisive performance gap, with the NVIDIA card winning both shared benchmark tests by a wide margin. However, the older AMD card still holds relevance in specific legacy scenarios.

Head-to-Head Benchmarks

The two cards share only two benchmark results in the database: Geekbench OpenCL and Geekbench Vulkan. In both, the NVIDIA RTX PRO 2000 Blackwell delivers a dominant victory. In Geekbench OpenCL, the NVIDIA card scores 106,087 against the AMD FirePro W8000’s 24,440, a deficit of 77% for the AMD part. That means the NVIDIA card is roughly four times faster in raw compute throughput as measured by this workload. The Geekbench Vulkan test tells a similar story: NVIDIA scores 113,865, while AMD manages 33,981, a 70.2% gap. These are not marginal differences; they represent generational leaps in compute capability.

Looking at the average benchmark scores across all recorded tests, the NVIDIA RTX PRO 2000 Blackwell averages 25,269 points, while the AMD FirePro W8000 averages 29,211 points. This is an interesting inversion. The AMD card’s average is actually 3,942 points higher, despite losing both head-to-head tests. This occurs because the NVIDIA card’s benchmark suite includes several PassMark tests with low scores (DirectX 9 at 241, DirectX 10 at 122, DirectX 11 at 174, DirectX 12 at 80), which drag down its average. The AMD card only has two benchmark entries, both of which are relatively strong for its era. The database places the AMD FirePro W8000 at the 75th percentile among all GPUs, while the NVIDIA RTX PRO 2000 Blackwell sits at the 70th percentile. So while the NVIDIA card wins the direct comparisons, the AMD card holds a higher overall percentile ranking due to the different test sets.

The nearest rivals for each card provide context. The AMD FirePro W8000’s closest competitors include the AMD Radeon RX Vega M GH (average score 29,197, a 0% delta), Intel Arc A370M (29,175, 0.1% delta), AMD Radeon RX 470 (28,996, 0.7% delta), and AMD Radeon RX 6800M (28,874, 1.2% delta). These are all very close, meaning the FirePro W8000 performs similarly to those mid-range cards from later generations. The NVIDIA RTX PRO 2000 Blackwell’s nearest rivals are the AMD Radeon RX 6700M (25,633, a -1.4% delta), AMD Radeon Pro W5700 (25,726, -1.8% delta), NVIDIA GeForce RTX 3080 Ti Mobile (25,740, -1.8% delta), and NVIDIA RTX A5000 Mobile (24,763, a 2% delta). The negative deltas for the first three rivals indicate they score slightly higher than the RTX PRO 2000 Blackwell, while the RTX A5000 Mobile scores slightly lower.

Architecture Differences

The architectural gap between these two cards is vast. The AMD FirePro W8000 uses the Tahiti chip based on GCN 1.0 architecture, manufactured on a 28 nm process at TSMC. It contains 4,313 million transistors on a 352 mm² die, giving a transistor density of 12.3 million per mm². The NVIDIA RTX PRO 2000 Blackwell uses the GB206 chip based on Blackwell 2.0 architecture, also fabricated by TSMC but on a 5 nm process. It packs 21,900 million transistors into a much smaller 181 mm² die, achieving 121.0 million transistors per mm², nearly ten times the density of the AMD part.

Core counts differ dramatically. The AMD FirePro W8000 has 1,792 shading units, 112 texture mapping units, and 32 render output units. The NVIDIA RTX PRO 2000 Blackwell has 4,352 shading units, 136 TMUs, and 48 ROPs. Additionally, the NVIDIA card includes 34 ray tracing cores and 136 tensor cores, features entirely absent from the AMD FirePro W8000. The AMD card has no dedicated ray tracing or AI acceleration hardware.

Memory configurations reflect the generational shift. The AMD FirePro W8000 comes with 4 GB of GDDR5 memory on a 256-bit bus, delivering 176.0 GB/s of bandwidth. The NVIDIA RTX PRO 2000 Blackwell offers 16 GB of GDDR7 memory on a 128-bit bus, achieving 288.0 GB/s of bandwidth. Despite the narrower bus, the newer GDDR7 standard provides significantly higher bandwidth. The NVIDIA card also has four times the memory capacity, which is critical for modern large datasets and rendering workloads.

Clock speeds and resulting throughputs show the NVIDIA advantage. The AMD card has no listed base or boost clock, but its memory runs at 1375 MHz (5.5 Gbps effective). The NVIDIA card has a base clock of 982 MHz and a boost clock of 1957 MHz, with memory at 1125 MHz (18 Gbps effective). In terms of fill rates, the AMD FirePro W8000 achieves 28.80 GPixel/s pixel rate and 100.8 GTexel/s texture rate. The NVIDIA RTX PRO 2000 Blackwell reaches 93.94 GPixel/s and 266.2 GTexel/s. Floating point performance follows the same pattern: the AMD card delivers 3.226 TFLOPS FP32, while the NVIDIA card delivers 17.03 TFLOPS FP32 and 17.03 TFLOPS FP16 (1:1 ratio). The NVIDIA card is over five times faster in FP32 compute.

Power consumption tells a surprising story. The AMD FirePro W8000 has a TDP of 225 W and requires two 6-pin power connectors, with a suggested power supply of 550 W. The NVIDIA RTX PRO 2000 Blackwell has a TDP of only 70 W, requires no power connectors, and suggests a 250 W power supply. This means the NVIDIA card delivers roughly five times the FP32 throughput while consuming less than one-third of the power. The efficiency gain is extraordinary.

The Verdict

The data clearly favors the NVIDIA RTX PRO 2000 Blackwell for nearly all modern workloads. It wins both head-to-head benchmarks by margins of 77% and 70.2%. Its compute capabilities dwarf the AMD FirePro W8000: 17.03 TFLOPS versus 3.226 TFLOPS FP32, 16 GB versus 4 GB memory, and 288.0 GB/s versus 176.0 GB/s bandwidth. It also adds ray tracing and tensor core support, which the AMD card lacks entirely. The NVIDIA card achieves all this with a 70 W TDP versus 225 W, making it far more suitable for compact workstations or multi-GPU configurations.

The AMD FirePro W8000’s only statistical advantage is its higher average benchmark score (29,211 versus 25,269) and higher percentile ranking (75th versus 70th). However, this is an artifact of different test suites. The AMD card’s two recorded tests are both OpenCL and Vulkan compute tests, while the NVIDIA card’s suite includes older DirectX and PassMark tests that produce low scores. When the same tests are compared directly, the NVIDIA card wins overwhelmingly.

For users with legacy software that requires GCN 1.0 architecture or specific AMD FirePro drivers, the W8000 may still function, but its end-of-life production status and 2012 release date indicate it is obsolete. The NVIDIA RTX PRO 2000 Blackwell is an active product released in 2025, with support for DirectX 12 Ultimate (12_2), Vulkan 1.4, and OpenGL 4.6. The AMD card supports DirectX 12 (11_1) and Vulkan 1.2.170.

FAQ

Q: Which card is faster in OpenCL compute?

A: The NVIDIA RTX PRO 2000 Blackwell scores 106,087 in Geekbench OpenCL, while the AMD FirePro W8000 scores 24,440, a 77% difference in favor of NVIDIA.

Q: How much memory do these cards have?

A: The AMD FirePro W8000 has 4 GB of GDDR5 memory, while the NVIDIA RTX PRO 2000 Blackwell has 16 GB of GDDR7 memory.

Q: Does the AMD FirePro W8000 support ray tracing?

A: No, the AMD FirePro W8000 has no ray tracing cores. The NVIDIA RTX PRO 2000 Blackwell includes 34 ray tracing cores and 136 tensor cores.

Q: What are the power requirements?

A: The AMD FirePro W8000 has a 225 W TDP and needs two 6-pin power connectors with a 550 W suggested power supply. The NVIDIA RTX PRO 2000 Blackwell has a 70 W TDP, no power connectors, and a 250 W suggested power supply.

Q: Which card has a higher average benchmark score?

A: The AMD FirePro W8000 averages 29,211 points, which is higher than the NVIDIA RTX PRO 2000 Blackwell’s 25,269 points. However, the NVIDIA card wins both direct head-to-head comparisons.

Q: When were these cards released?

A: The AMD FirePro W8000 was released on June 13, 2012, and is end-of-life. The NVIDIA RTX PRO 2000 Blackwell was released on August 10, 2025, and is active.

Where Each One Wins

The NVIDIA RTX PRO 2000 Blackwell wins in every direct comparison. It dominates Geekbench OpenCL and Vulkan tests, with scores of 106,087 and 113,865 respectively. Its FP32 compute of 17.03 TFLOPS makes it suitable for AI inference, simulation, and heavy rendering. The 16 GB memory capacity and 288.0 GB/s bandwidth support large models and high-resolution textures. The ray tracing cores enable real-time ray traced visualization, while tensor cores accelerate machine learning workloads. Its 70 W TDP allows deployment in low-power or space-constrained systems, and its PCIe 5.0 x8 interface provides high bandwidth connectivity.

The AMD FirePro W8000 retains relevance only in legacy contexts. Its 4 GB GDDR5 memory and 176.0 GB/s bandwidth may suffice for older OpenGL-based CAD applications. Its 28 nm GCN 1.0 architecture supports DirectX 12 (11_1) and Vulkan 1.2.170, which some older software might require. The 75th percentile ranking among all GPUs, driven by its strong OpenCL and Vulkan scores relative to its era, shows it was a capable card for its time. Its four DisplayPort 1.2 outputs plus one SDI output provide multi-display capability, though the NVIDIA card offers four mini-DisplayPort 2.1b outputs.

Specification Differences

The two cards differ in nearly every specification. The AMD FirePro W8000 uses a Tahiti chip on GCN 1.0 architecture with a 28 nm process, while the NVIDIA RTX PRO 2000 Blackwell uses GB206 on Blackwell 2.0 with a 5 nm process. Transistor counts are 4,313 million versus 21,900 million, and die sizes are 352 mm² versus 181 mm². The AMD card has 1,792 shading units, 112 TMUs, and 32 ROPs, while the NVIDIA card has 4,352 shading units, 136 TMUs, and 48 ROPs. The NVIDIA card adds 34 RT cores and 136 tensor cores. Memory differs: 4 GB GDDR5 on a 256-bit bus versus 16 GB GDDR7 on a 128-bit bus, with bandwidth of 176.0 GB/s versus 288.0 GB/s.

Clocks are only specified for the NVIDIA card: base 982 MHz, boost 1957 MHz, memory 1125 MHz (18 Gbps effective). The AMD card lists only memory at 1375 MHz (5.5 Gbps effective). Pixel rate is 28.80 GPixel/s versus 93.94 GPixel/s. Texture rate is 100.8 GTexel/s versus 266.2 GTexel/s. FP32 is 3.226 TFLOPS versus 17.03 TFLOPS. The NVIDIA card also has FP16 at 17.03 TFLOPS. TDP is 225 W versus 70 W. Power connectors are two 6-pin versus none. Suggested PSU is 550 W versus 250 W. Bus interface is PCIe 3.0 x16 versus PCIe 5.0 x8. Display outputs are 4x DisplayPort 1.2 plus 1x SDI versus 4x mini-DisplayPort 2.1b. DirectX support is 12 (11_1) versus 12 Ultimate (12_2). Vulkan support is 1.2.170 versus 1.4. Dimensions differ substantially: 279 mm length versus 167 mm, 111 mm height versus 69 mm, and the NVIDIA card has a 20 mm width specification. Production status is end-of-life versus active. Release dates are June 13, 2012 versus August 10, 2025. The AMD card has a launch MSRP of 1,599 USD.