AMD FirePro S10000 vs NVIDIA GeForce RTX 4070 Mobile Comparison

Where Each One Wins

The data reveals a starkly one-sided comparison. Across the two recorded head-to-head benchmarks, the NVIDIA GeForce RTX 4070 Mobile wins both. The AMD FirePro S10000 records zero wins in these tests. This is not a close contest. The NVIDIA part dominates in both OpenCL and Vulkan workloads.

The use-case split is therefore clear. The AMD FirePro S10000, an end-of-life server part from 2012, is not competitive in modern compute benchmarks. Its strength, if any, lies in its historical role. The database shows it sitting at the 77th percentile of all GPUs, which is respectable for a decade-old design. However, its average benchmark score of 32,388 is only slightly above its nearest rival, the AMD Radeon RX 7900 GRE, by a margin of 0.2 percent. This suggests the old FirePro is being carried by its raw compute legacy rather than efficiency.

The NVIDIA GeForce RTX 4070 Mobile, an active 2023 laptop part, wins every workload where both are measured. Its percentile rank of 73 is lower than the FirePro's 77, but this is misleading. The RTX 4070 Mobile's average score of 27,435 is dragged down by its inclusion of many different benchmark types, including older DirectX tests where it scores oddly low. The FirePro only has two OpenCL and Vulkan scores, both of which are high. The real story is in the head-to-head results, where the NVIDIA part is dramatically faster.

For use cases, the RTX 4070 Mobile is the clear choice for any modern compute task, OpenCL or Vulkan. The FirePro S10000 remains relevant only as a point of historical comparison or for legacy server workloads that specifically require its GCN 1.0 architecture and its dual-slot, 2x 8-pin power design. The data does not support any modern workload where the FirePro wins.

Head-to-Head Benchmarks

The two recorded head-to-head tests are both Geekbench compute workloads. In Geekbench OpenCL, the AMD FirePro S10000 scores 30,631. The NVIDIA GeForce RTX 4070 Mobile scores 109,197. This is a delta of -71.9 percent for the AMD part, meaning the NVIDIA solution is more than three times faster. This is not a marginal gain; it is a generational leap in compute throughput.

In Geekbench Vulkan, the FirePro scores 34,145, while the RTX 4070 Mobile scores 108,367. The delta is -68.5 percent for the AMD part. Again, the NVIDIA part is roughly three times as fast. The Vulkan gap is slightly narrower than the OpenCL gap, but the conclusion is identical: the RTX 4070 Mobile obliterates the FirePro in modern API workloads.

The FirePro's Vulkan score of 34,145 is actually higher than its OpenCL score of 30,631, which is interesting. It suggests the FirePro's Vulkan driver, version 1.2.170, is more efficient relative to its OpenCL implementation. But even its best score is still less than one third of the RTX 4070 Mobile's worst score. The NVIDIA part's OpenCL and Vulkan results are nearly identical, 109,197 versus 108,367, showing a balanced implementation across both APIs.

These deltas are not subtle. A 71.9 percent deficit in OpenCL and a 68.5 percent deficit in Vulkan place the FirePro in a different performance class entirely. The database's nearest rival analysis for the FirePro shows its closest competitor, the AMD Radeon RX 590 GME, at a delta of -0.7 percent. That is a close matchup. The RTX 4070 Mobile is not close to the FirePro; it is in another tier.

Architecture Differences

The architectural gulf between these two GPUs is enormous. The AMD FirePro S10000 is built on the Tahiti chip, using GCN 1.0 architecture. It is fabricated on a 28 nm process at TSMC, with 4,313 million transistors packed into a 352 mm² die. The transistor density is 12.3 million per square millimeter. This was a large, power-hungry chip for its time.

The NVIDIA GeForce RTX 4070 Mobile uses the AD106 chip, based on Ada Lovelace architecture. It is fabricated on a 5 nm process, also at TSMC. The transistor count is 22,900 million, which is more than five times that of the FirePro. However, the die size is only 188 mm², smaller than the FirePro's 352 mm². The transistor density is 121.8 million per square millimeter, nearly ten times denser. This is the defining difference: the RTX 4070 Mobile packs vastly more transistors into a much smaller area.

The FirePro has 1,792 shading units, 112 texture mapping units, and 32 ROPs. It has no dedicated ray tracing cores or tensor cores. The RTX 4070 Mobile has 4,608 shading units, 144 TMUs, and 48 ROPs. It also has 36 ray tracing cores and 144 tensor cores. The presence of these specialized units is a fundamental architectural advantage for the NVIDIA part.

The FirePro's compute capabilities are limited to FP32, rated at 3.405 TFLOPS. It has no FP16 support listed. The RTX 4070 Mobile has FP32 of 15.62 TFLOPS and FP16 of 15.62 TFLOPS with a 1:1 ratio. This means the NVIDIA part can process half-precision data at the same rate as full precision, which is critical for AI and machine learning workloads. The FirePro cannot do this.

API support also differs. The FirePro supports DirectX 12 (11_1), OpenGL 4.6, and Vulkan 1.2.170. The RTX 4070 Mobile supports DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The newer DirectX 12 Ultimate and Vulkan 1.4 support on the NVIDIA part enable features that the FirePro simply cannot handle, such as hardware ray tracing and mesh shaders.

Specification Differences

The memory subsystems differ significantly. The FirePro has 3 GB of GDDR5 memory on a 384-bit bus, delivering 240.0 GB/s of bandwidth. The RTX 4070 Mobile has 8 GB of GDDR6 memory on a 128-bit bus, delivering 256.0 GB/s. The NVIDIA part has more capacity and slightly more bandwidth, despite a much narrower bus. The effective memory speed is 5 Gbps for the FirePro and 16 Gbps for the RTX 4070 Mobile.

Clock speeds show a similar story. The FirePro has a base clock of 825 MHz and a boost clock of 950 MHz. The RTX 4070 Mobile has a base clock of 1395 MHz and a boost clock of 1695 MHz. The NVIDIA part runs at substantially higher frequencies.

Pixel and texture rates reflect the architectural differences. The FirePro has a pixel rate of 30.40 GPixel/s and a texture rate of 106.4 GTexel/s. The RTX 4070 Mobile has a pixel rate of 81.36 GPixel/s and a texture rate of 244.1 GTexel/s. The NVIDIA part is over 2.5 times faster in pixel throughput and over 2.2 times faster in texture throughput.

Power consumption is a major differentiator. The FirePro has a TDP of 375 W and requires a 750 W power supply, with two 8-pin connectors. It is a dual-slot card, 305 mm long and 111 mm high. The RTX 4070 Mobile has a TDP of 115 W, uses no power connectors, and is an IGP (integrated graphics processor) for laptops. It has no listed dimensions or power supply requirement.

The bus interface also differs. The FirePro uses PCIe 3.0 x16, while the RTX 4070 Mobile uses PCIe 4.0 x8. The newer PCIe 4.0 standard offers more bandwidth per lane, so the x8 connection on the NVIDIA part may not be a disadvantage in practice.

Display outputs are another contrast. The FirePro has 1x DVI and 4x mini-DisplayPort 1.2. The RTX 4070 Mobile's outputs are listed as "Portable Device Dependent," meaning they vary by laptop implementation.

FAQ

Q: Which GPU has a higher average benchmark score?

A: The AMD FirePro S10000 has an average benchmark score of 32,388, while the NVIDIA GeForce RTX 4070 Mobile has an average score of 27,435. However, the FirePro only has two benchmark results, while the RTX 4070 Mobile has nine.

Q: How does the RTX 4070 Mobile compare to its nearest rival?

A: The RTX 4070 Mobile's nearest rival is the AMD Radeon RX 6700 XT, with a delta of 0 percent. The NVIDIA GeForce RTX 3090 is 0.5 percent ahead of it, and the AMD Radeon Pro Vega 20 is 1.5 percent ahead.

Q: What is the transistor density difference between the two GPUs?

A: The FirePro S10000 has a transistor density of 12.3 million per square millimeter on a 28 nm process. The RTX 4070 Mobile has a density of 121.8 million per square millimeter on a 5 nm process, which is roughly ten times higher.

Q: Does the FirePro support ray tracing?

A: No. The FirePro S10000 has no ray tracing cores. The RTX 4070 Mobile has 36 ray tracing cores.

Q: Which GPU has higher memory bandwidth?

A: The RTX 4070 Mobile has 256.0 GB/s of memory bandwidth, which is slightly higher than the FirePro's 240.0 GB/s, despite the FirePro having a wider 384-bit bus versus the RTX 4070 Mobile's 128-bit bus.

Q: What is the release date of each GPU?

A: The AMD FirePro S10000 was released on November 11, 2012. The NVIDIA GeForce RTX 4070 Mobile was released on January 2, 2023.

The Verdict

The data is unambiguous. The NVIDIA GeForce RTX 4070 Mobile is the superior GPU for any modern workload. It wins both head-to-head benchmarks by margins of 71.9 percent and 68.5 percent. It has more shading units, higher clocks, more memory capacity, and dedicated ray tracing and tensor cores. Its 5 nm process and 121.8 million transistors per square millimeter represent a manufacturing generation that the 2012 FirePro cannot approach.

The AMD FirePro S10000 is an end-of-life product. Its 375 W power draw, dual-slot design, and 3 GB memory capacity make it impractical for modern systems. Its only advantage is its 77th percentile ranking, which is higher than the RTX 4070 Mobile's 73rd percentile, but this is an artifact of the limited benchmark data available for the FirePro. The RTX 4070 Mobile's broader benchmark suite includes older DirectX tests where it scores poorly, which drags down its average. The head-to-head results are the true measure, and they are decisive.

Who should pick the FirePro S10000? Only someone maintaining legacy server infrastructure that specifically requires GCN 1.0 architecture or the FirePro Terascale predecessor lineage. It is a historical artifact. Who should pick the RTX 4070 Mobile? Anyone building or buying a laptop for modern compute tasks, gaming, AI workloads, or content creation. The database shows the RTX 4070 Mobile is not just faster; it is in a different performance class entirely. The verdict is clear: the future belongs to Ada Lovelace, not Tahiti.