AMD FirePro S10000 vs NVIDIA GeForce GTX TITAN X Comparison

Head-to-Head Benchmarks

The database records two shared workload results for these cards, and both belong to the NVIDIA GeForce GTX TITAN X. In Geekbench OpenCL, the TITAN X scores 41,471 against the FirePro S10000’s 30,631, a lead of 35.4%. That is a substantial margin in compute throughput, and it reflects the raw FP32 resources each card brings to the table. The Vulkan result is even more lopsided: 49,397 versus 34,145, a 44.7% advantage for the NVIDIA card. The pattern is consistent, but the gap widens under the Vulkan API, which suggests the TITAN X scales better with modern driver-level workloads.

Looking at the average benchmark score across all recorded tests, the TITAN X lands at 36,530, while the FirePro S10000 sits at 32,388. That roughly 12.8% overall difference is smaller than the head-to-head deltas, largely because the TITAN X’s third test, Geekbench Metal at 18,723, drags its average down; the FirePro has no Metal result in the database. The FirePro’s two scores are closer together, 30,631 and 34,145, which gives it a flatter profile, but neither reaches the TITAN X’s lowest recorded output.

The percentile ranking tells a similar story. The TITAN X places in the 80th percentile of all GPUs, while the FirePro S10000 sits at the 77th percentile. That three-point gap is modest, and the nearest rivals data confirms both cards are surrounded by similar performance tiers. The TITAN X’s closest competitor is the AMD Radeon RX 5300M with an average score of 36,529, a delta of 0%, meaning the two are statistically tied. The FirePro S10000’s nearest rival is the AMD Radeon RX 7900 GRE at 32,456, a delta of -0.2%, again a near dead heat. Neither card dominates its peer group by a wide margin, but the TITAN X starts from a higher baseline.

Where Each One Wins

There is no benchmark category in the shared dataset where the AMD FirePro S10000 comes out ahead. The TITAN X wins both common tests, and the only place the FirePro shows any relative strength is in the absence of a Metal workload, which the AMD card never attempted. That means the FirePro’s average is computed from just two results, while the TITAN X’s includes a third, less favorable one.

For OpenCL compute, the TITAN X’s 35.4% lead indicates a clear advantage in general-purpose GPU workloads, likely stemming from its higher shading unit count and faster memory subsystem. The FirePro’s 30,631 OpenCL score is respectable for its generation, but it trails by a wide margin. In Vulkan, the TITAN X extends its lead to 44.7%, which points to better geometry processing and driver optimization for modern graphics APIs. The FirePro’s Vulkan support is present, but the database shows its implementation is older, and the performance gap reflects that.

For use-case analysis, the TITAN X is the better option for compute-heavy tasks like rendering, simulation, or machine learning inference, based on its higher FP32 throughput and memory bandwidth. The FirePro S10000, despite its server-oriented branding, does not win any recorded workload, so its niche would be legacy compatibility or specific OpenCL-only pipelines where its 3 GB frame buffer is sufficient. The FirePro’s 32 ROPs and lower pixel rate, 30.40 GPixel/s versus the TITAN X’s 104.5 GPixel/s, also make it less suited to high-resolution rasterization.

Architecture Differences

The two cards come from different architectural generations, and the database reveals the core differences. The NVIDIA GeForce GTX TITAN X uses the GM200 chip on Maxwell 2.0 architecture, built on a 28 nm process at TSMC. It packs 8,000 million transistors into a 601 mm² die, yielding a transistor density of 13.3 million per square millimeter. The AMD FirePro S10000 uses the Tahiti chip on GCN 1.0, also 28 nm at TSMC, but with 4,313 million transistors on a 352 mm² die, for a density of 12.3 million per square millimeter. The TITAN X is physically larger and denser, which explains its higher transistor count.

Clock speeds differ notably. The TITAN X runs at a 1000 MHz base and 1089 MHz boost, while the FirePro S10000 operates at 825 MHz base and 950 MHz boost. The NVIDIA card’s higher clocks contribute to its performance lead, but the architecture is also more efficient per clock. Memory configurations diverge sharply: the TITAN X has 12 GB of GDDR5 on a 384-bit bus with 336.6 GB/s bandwidth, while the FirePro S10000 has 3 GB of GDDR5 on the same 384-bit bus but only 240.0 GB/s bandwidth. The TITAN X’s four times larger capacity and roughly 40% higher bandwidth are decisive for large datasets.

The compute resources are equally lopsided. The TITAN X has 3072 shading units, 192 TMUs, and 96 ROPs. The FirePro S10000 has 1792 shading units, 112 TMUs, and 32 ROPs. That means the TITAN X has 71% more shaders and 71% more TMUs, but three times the ROP count. Pixel rate is 104.5 GPixel/s versus 30.40 GPixel/s, and texture rate is 209.1 GTexel/s versus 106.4 GTexel/s. FP32 performance is 6.691 TFLOPS versus 3.405 TFLOPS, so the TITAN X delivers nearly double the compute throughput.

API support also differs. The TITAN X supports DirectX 12 (12_1) and Vulkan 1.4, while the FirePro S10000 supports DirectX 12 (11_1) and Vulkan 1.2.170. Both support OpenGL 4.6. The TITAN X’s newer feature set aligns with its later release, and the Vulkan version gap is significant for modern games and compute applications. Power requirements reflect the performance gap: the TITAN X has a 250 W TDP with a 600 W suggested PSU, while the FirePro S10000 draws 375 W and needs a 750 W PSU. The AMD card uses more power for less performance, making it less efficient in the database’s terms.

FAQ

Q: Which card has the higher average benchmark score?

A: The NVIDIA GeForce GTX TITAN X averages 36,530 across all recorded tests, while the AMD FirePro S10000 averages 32,388. The TITAN X holds an 80th percentile ranking versus the FirePro’s 77th.

Q: How much faster is the TITAN X in OpenCL?

A: The TITAN X scores 41,471 in Geekbench OpenCL versus the FirePro’s 30,631, a 35.4% lead. This is the smaller of the two head-to-head gaps.

Q: Why is the Vulkan gap larger than the OpenCL gap?

A: The TITAN X scores 49,397 in Geekbench Vulkan versus 34,145 for the FirePro, a 44.7% difference. The TITAN X supports Vulkan 1.4, while the FirePro supports Vulkan 1.2.170, which may explain the wider margin under this API.

Q: What memory advantages does the TITAN X have?

A: The TITAN X has 12 GB of GDDR5 with 336.6 GB/s bandwidth, while the FirePro has 3 GB of GDDR5 with 240.0 GB/s bandwidth. Both use a 384-bit bus, but the TITAN X offers four times the capacity and about 40% more bandwidth.

Q: Does the FirePro S10000 win any benchmark category?

A: No. The shared database tests are Geekbench OpenCL and Geekbench Vulkan, and the TITAN X wins both. The FirePro has no Metal result, so its average is based on only two tests.

Q: What is the transistor density difference?

A: The TITAN X has 13.3 million transistors per square millimeter on its 601 mm² die, while the FirePro has 12.3 million per square millimeter on its 352 mm² die. The TITAN X is both larger and denser.

The Verdict

The data points to one clear conclusion: the NVIDIA GeForce GTX TITAN X outperforms the AMD FirePro S10000 in every recorded shared workload. The OpenCL lead of 35.4% and the Vulkan lead of 44.7% are decisive, and the average score difference of 4,142 points reinforces that margin. The TITAN X also offers substantially more memory, higher pixel and texture rates, and double the FP32 throughput.

The FirePro S10000’s only advantages are historical. It predates the TITAN X by roughly two and a half years, and its GCN 1.0 architecture lacks the feature set of Maxwell 2.0. Its 3 GB memory capacity limits it to smaller workloads, and its 375 W TDP makes it less efficient per unit of performance. For anyone choosing between these two from the database, the TITAN X is the stronger card for compute, graphics, and API compatibility.

The FirePro S10000 might still serve a niche in legacy OpenCL pipelines where its 32 ROPs and 3 GB frame buffer are sufficient, but the benchmark results show no scenario where it wins. The TITAN X’s 80th percentile ranking versus the FirePro’s 77th is a small gap, but the head-to-head numbers are not close. The verdict is unambiguous: choose the TITAN X unless a specific application requires the FirePro’s server-oriented form factor, which the database does not quantify.

Specification Differences

The two cards differ across nearly every specification field. The TITAN X uses the GM200 chip on Maxwell 2.0, while the FirePro uses Tahiti on GCN 1.0. Transistor counts are 8,000 million versus 4,313 million, and die sizes are 601 mm² versus 352 mm². Transistor density is 13.3 million per square millimeter versus 12.3 million. Base clocks are 1000 MHz versus 825 MHz, and boost clocks are 1089 MHz versus 950 MHz. Memory clocks are 1753 MHz (7 Gbps effective) versus 1250 MHz (5 Gbps effective).

Memory size is 12 GB versus 3 GB, both GDDR5 on a 384-bit bus, but bandwidth is 336.6 GB/s versus 240.0 GB/s. Shading units are 3072 versus 1792, TMUs are 192 versus 112, and ROPs are 96 versus 32. Pixel rates are 104.5 GPixel/s versus 30.40 GPixel/s, and texture rates are 209.1 GTexel/s versus 106.4 GTexel/s. FP32 performance is 6.691 TFLOPS versus 3.405 TFLOPS.

TDP is 250 W versus 375 W, with suggested PSUs of 600 W versus 750 W. Power connectors are 1x 6-pin plus 1x 8-pin versus 2x 8-pin. Display outputs are 1x DVI, 1x HDMI 2.0, 3x DisplayPort 1.2 versus 1x DVI, 4x mini-DisplayPort 1.2. DirectX support is 12 (12_1) versus 12 (11_1), and Vulkan support is 1.4 versus 1.2.170. OpenGL is 4.6 for both. The TITAN X is 267 mm long, the FirePro is 305 mm; both are 111 mm tall, and the TITAN X is 38 mm wide while the FirePro’s width is not recorded. The TITAN X released in March 2015, the FirePro in November 2012.