GPU Comparison

AMD FirePro W7000 vs NVIDIA RTX 2000 Ada Generation, the data presents a generational mismatch. The FirePro W7000, a 2012-era GCN 1.0 part, is firmly in the end-of-life category, while the RTX 2000 Ada Generation is an active, modern workstation card. Across the two shared benchmark tests, the NVIDIA card wins decisively, but the analysis goes deeper than simple score comparisons, touching on architecture, memory, and feature support.

Head-to-Head Benchmarks

The head-to-head comparison is limited to two synthetic workloads, but the results are unambiguous. In Geekbench OpenCL, the NVIDIA RTX 2000 Ada Generation scores 78,074, while the AMD FirePro W7000 scores 17,808. This represents a delta of -77.2% for the AMD card, meaning it trails by roughly 4.4x in raw compute throughput as measured by this test. The NVIDIA card’s advantage is not marginal; it is a dominant, order-of-magnitude shift in performance capability.

The Vulkan test tells a similar story. The RTX 2000 Ada Generation posts 83,360, versus the FirePro W7000’s 22,001. The delta here is -73.6%, a slightly smaller gap than OpenCL but still a massive margin. The NVIDIA card is nearly 3.8x faster in this API. Both benchmarks measure different aspects of GPU compute, OpenCL is more general-purpose, while Vulkan is a lower-level graphics and compute API, but the consistent outcome suggests the RTX 2000 Ada Generation has a fundamental performance advantage that is not workload-specific.

It is worth noting that the FirePro W7000’s average benchmark score across all its tests is 19,905, while the RTX 2000 Ada Generation’s average is 18,954. This appears contradictory to the head-to-head results, but the averages include different test sets. The FirePro’s average is pulled up by its Vulkan score, while the RTX 2000 Ada Generation’s average is dragged down by several low-scoring Passmark tests (e.g., 71 in DirectX 12, 82 in DirectX 10). When comparing only the shared tests, the NVIDIA card wins both. The FirePro’s percentile rank of 65 versus the RTX 2000 Ada Generation’s 63 also reflects this mixed picture, the older card is slightly better positioned against all GPUs in the database, though this is influenced by the limited test coverage.

FAQ

Q: Which card wins in Geekbench OpenCL?

A: The NVIDIA RTX 2000 Ada Generation wins with a score of 78,074, compared to the AMD FirePro W7000’s 17,808, a delta of -77.2% for the AMD card.

Q: Is the AMD FirePro W7000 competitive in Vulkan?

A: No. The FirePro scores 22,001 in Geekbench Vulkan, while the RTX 2000 Ada Generation scores 83,360, representing a -73.6% delta. The NVIDIA card is far ahead.

Q: What is the memory capacity difference?

A: The AMD FirePro W7000 has 4 GB of GDDR5 memory, while the NVIDIA RTX 2000 Ada Generation has 16 GB of GDDR6. This is a 4x capacity difference.

Q: Does the RTX 2000 Ada Generation support ray tracing?

A: Yes. The NVIDIA card includes 22 ray tracing cores and 88 tensor cores, features entirely absent from the AMD FirePro W7000’s specification.

Q: What is the process node difference?

A: The AMD FirePro W7000 is built on TSMC’s 28 nm process, while the NVIDIA RTX 2000 Ada Generation uses TSMC’s 5 nm process. This is a significant manufacturing generation leap.

Q: Which card has a higher pixel fill rate?

A: The NVIDIA RTX 2000 Ada Generation has a pixel rate of 102.2 GPixel/s, versus the AMD FirePro W7000’s 30.40 GPixel/s. The NVIDIA card is over 3x faster in this metric.

Architecture Differences

The architectural gap between these two cards is vast, representing nearly twelve years of GPU evolution. The AMD FirePro W7000 is based on GCN 1.0, with the Pitcairn chip, a 28 nm design from TSMC. It packs 2,800 million transistors on a 212 mm² die, yielding a transistor density of 13.2M per mm². The NVIDIA RTX 2000 Ada Generation, in contrast, uses the AD107 chip on Ada Lovelace architecture, built on a 5 nm TSMC process. It contains 18,900 million transistors on a smaller 159 mm² die, achieving a density of 118.9M per mm², a 9x improvement in packing efficiency.

The compute resources differ starkly. The FirePro W7000 has 1,280 shading units, 80 texture mapping units, and 32 ROPs. The RTX 2000 Ada Generation has 2,816 shading units, 88 TMUs, and 48 ROPs. More critically, the NVIDIA card introduces dedicated hardware absent from the AMD card: 22 ray tracing cores and 88 tensor cores. This makes the RTX 2000 Ada Generation capable of hardware-accelerated ray tracing and AI-accelerated workloads, neither of which the FirePro can handle natively.

Memory architecture also reflects the generational divide. The FirePro uses a 256-bit bus with GDDR5, achieving 153.6 GB/s bandwidth. The RTX 2000 Ada Generation uses a narrower 128-bit bus but with faster GDDR6 memory, achieving 256.0 GB/s. The NVIDIA card wins on bandwidth despite the narrower bus, a testament to improved memory technology. The FirePro’s FP32 throughput is 2.432 TFLOPS, while the RTX 2000 Ada Generation delivers 12.00 TFLOPS, a nearly 5x increase. The NVIDIA card also offers FP16 at 12.00 TFLOPS (1:1 ratio), which the FirePro lacks entirely.

Specification Differences

The two cards differ in nearly every measurable specification. The process node is 28 nm for AMD versus 5 nm for NVIDIA. Transistor count is 2,800 million versus 18,900 million. Die size is 212 mm² versus 159 mm². Memory size is 4 GB versus 16 GB, memory type is GDDR5 versus GDDR6, and bus width is 256-bit versus 128-bit, resulting in bandwidth of 153.6 GB/s versus 256.0 GB/s.

Clock speeds show the NVIDIA card’s advantage. The FirePro’s memory runs at 1200 MHz (4.8 Gbps effective), while the RTX 2000 Ada Generation’s memory runs at 2000 MHz (16 Gbps effective). The NVIDIA card also has explicit base and boost clocks of 1620 MHz and 2130 MHz, respectively, while the FirePro lists no base or boost clock figures. Shading units are 1,280 versus 2,816, TMUs are 80 versus 88, and ROPs are 32 versus 48.

Power and physical specifications also diverge. The FirePro has a TDP of 150 W, requires a 1x 6-pin power connector, and suggests a 450 W PSU. The RTX 2000 Ada Generation has a TDP of 70 W, requires no power connectors, and suggests a 250 W PSU. The FirePro is single-slot, while the NVIDIA card is dual-slot. The FirePro is longer at 242 mm (9.5 inches) and taller at 111 mm (4.4 inches), while the RTX 2000 Ada Generation is 168 mm (6.6 inches) long and 69 mm (2.7 inches) tall. Bus interface is PCIe 3.0 x16 for AMD versus PCIe 4.0 x8 for NVIDIA. Display outputs are 4x DisplayPort 1.2 versus 4x mini-DisplayPort 1.4a. API support also differs: the FirePro supports DirectX 12 (11_1), OpenGL 4.6, and Vulkan 1.2.170, while the RTX 2000 Ada Generation supports DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4.

The Verdict

The data points to a clear verdict: the NVIDIA RTX 2000 Ada Generation is the superior card in every head-to-head benchmark and nearly every specification category. It wins both shared tests (Geekbench OpenCL and Vulkan) with deltas of -77.2% and -73.6% against the AMD FirePro W7000. Its FP32 compute is 12.00 TFLOPS versus 2.432 TFLOPS, its memory bandwidth is 256.0 GB/s versus 153.6 GB/s, and it offers 16 GB of memory versus 4 GB. The RTX 2000 Ada Generation also brings modern features like ray tracing cores, tensor cores, and FP16 support, none of which exist on the FirePro.

However, the FirePro W7000 is not without its own data points. It has a higher percentile rank (65 versus 63) and a higher average benchmark score (19,905 versus 18,954), though this is largely due to the limited and differing test sets. Its 256-bit memory bus is wider than the NVIDIA card’s 128-bit bus, and it has a lower TDP of 150 W versus 70 W for the NVIDIA card, though the NVIDIA card is more power-efficient per unit of performance. The FirePro’s single-slot design may also be preferable in space-constrained chassis, and it uses standard DisplayPort outputs rather than mini-DisplayPort.

For a user choosing between these two, the RTX 2000 Ada Generation is the obvious pick for any modern workload. It offers dramatically higher compute performance, more memory, and hardware acceleration for ray tracing and AI. The FirePro W7000 is a legacy product, end-of-life since its release in June 2012, and its performance is insufficient for contemporary graphics or compute tasks.

Where Each One Wins

The NVIDIA RTX 2000 Ada Generation wins decisively in compute-heavy workloads. Its 12.00 TFLOPS FP32 performance, combined with tensor cores for AI acceleration and ray tracing cores for real-time ray tracing, makes it suitable for modern 3D rendering, machine learning inference, and scientific computing. Its 16 GB memory capacity allows for larger datasets and textures than the FirePro’s 4 GB. In both Geekbench OpenCL and Vulkan, it leads by over 73%, indicating superior raw and API-level performance.

The AMD FirePro W7000 wins in a narrow set of niche scenarios, based strictly on the data. It has a wider 256-bit memory bus, which could theoretically benefit certain memory-access patterns, though this does not translate into higher bandwidth (153.6 GB/s versus 256.0 GB/s). Its single-slot form factor and lower physical dimensions (242 mm length versus 168 mm for the NVIDIA card) might fit in specific chassis designs. It also uses 4x DisplayPort 1.2 outputs, which are standard-size connectors, versus the NVIDIA card’s mini-DisplayPort 1.4a, which may require adapters. For legacy software that relies on older OpenGL or DirectX 11_1 features, the FirePro’s API support (DirectX 12 (11_1), OpenGL 4.6, Vulkan 1.2.170) might be sufficient, but modern APIs like DirectX 12 Ultimate are out of reach. In short, the FirePro W7000’s wins are circumstantial and physical, not performance-based. The RTX 2000 Ada Generation is the data-backed choice for virtually all use cases.