NVIDIA GeForce RTX 4070 AD103 vs NVIDIA RTX PRO 6000 Blackwell Server Comparison

NVIDIA GeForce RTX 4070 AD103 and NVIDIA RTX PRO 6000 Blackwell Server occupy different segments of the GPU landscape, and the recorded data reflects that divergence clearly. The RTX 4070 AD103 is an end-of-life consumer part from the GeForce 40-series, built on the Ada Lovelace architecture, while the RTX PRO 6000 Blackwell Server is an active server-oriented product on the Blackwell 2.0 architecture. Their benchmark profile, memory configuration, and compute resources differ dramatically, and the database shows only one recorded benchmark result for the RTX PRO 6000 Blackwell Server, with no head-to-head benchmark entries between the two. The analysis below relies strictly on the measured specifications and the single 3DMark Steel Nomad DX12 score for the server card, alongside the architectural and memory data recorded for both.

Head-to-Head Benchmarks

The database contains no direct head-to-head benchmark comparisons between the NVIDIA GeForce RTX 4070 AD103 and the NVIDIA RTX PRO 6000 Blackwell Server. The `headToHeadBenchmarks` field is empty, and the wins counters for both items are zero. Consequently, any performance comparison must be derived from the available benchmark score for the RTX PRO 6000 Blackwell Server and the specification-level differences between the two cards.

The RTX PRO 6000 Blackwell Server has a single recorded benchmark result: a 3DMark Steel Nomad DX12 score of 5996. Its average benchmark score is also 5996, and it sits at the 34th percentile among all GPUs in the database. Its nearest rivals in that test are the NVIDIA GeForce GTX 770M with an average score of 6000, a delta of -0.1 percent, the AMD Radeon RX 6400 with an average score of 6001, a delta of -0.1 percent, the AMD FirePro W4100 with an average score of 5987, a delta of 0.2 percent, and the NVIDIA Quadro K4000M with an average score of 5986, a delta of 0.2 percent. This places the RTX PRO 6000 Blackwell Server in a tight cluster where its score is statistically indistinguishable from those older or lower-tier cards, with deltas of only 0.1 to 0.2 percent in either direction.

For the RTX 4070 AD103, no benchmark scores are recorded in the database. Its `avgBenchmarkScore` is zero, its percentile is 50, and it has no nearest rivals listed. This absence means the data cannot directly quantify its frame rate or compute throughput relative to the RTX PRO 6000 Blackwell Server in any specific test. However, the specification differences are substantial: the RTX 4070 AD103 delivers 29.15 TFLOPS of FP32 performance, while the RTX PRO 6000 Blackwell Server delivers 126.0 TFLOPS of FP32, a difference of approximately 4.3 times in raw shader throughput. Similarly, texture rate is 455.4 GTexel/s versus 1,968.0 GTexel/s, and pixel rate is 158.4 GPixel/s versus 502.5 GPixel/s. These figures indicate that, in compute-heavy workloads, the RTX PRO 6000 Blackwell Server should outperform the RTX 4070 AD103 by a wide margin, even though the single recorded benchmark score does not reflect that scale of advantage.

The RTX 4070 AD103 also has a higher base clock of 1920 MHz and a boost clock of 2475 MHz, compared to the RTX PRO 6000 Blackwell Server's base of 1590 MHz and boost of 2617 MHz. The server part boosts higher, but the consumer card runs faster at base. Memory clock differs as well: the RTX 4070 AD103 runs at 1313 MHz with 21 Gbps effective, while the RTX PRO 6000 Blackwell Server runs at 1750 MHz with 28 Gbps effective. The lack of head-to-head results means no direct victory can be assigned, but the specification sheet clearly points to the RTX PRO 6000 Blackwell Server as the dominant compute resource.

FAQ

Q: What is the only recorded benchmark score for the RTX PRO 6000 Blackwell Server, and how does it compare to its nearest rivals?

A: The RTX PRO 6000 Blackwell Server scores 5996 in 3DMark Steel Nomad DX12. Its nearest rivals are the NVIDIA GeForce GTX 770M at 6000 (delta -0.1 percent), the AMD Radeon RX 6400 at 6001 (delta -0.1 percent), the AMD FirePro W4100 at 5987 (delta 0.2 percent), and the NVIDIA Quadro K4000M at 5986 (delta 0.2 percent). The score is effectively tied with all four, as the largest delta is only 0.2 percent.

Q: Does the RTX 4070 AD103 have any benchmark scores in the database?

A: No. The RTX 4070 AD103 has an empty benchmarks array, an average benchmark score of zero, and no nearest rivals. The database records no measured performance for this card, so its performance can only be inferred from its specifications, not from direct test results.

Q: How do the FP32 compute capabilities of the two cards compare?

A: The RTX 4070 AD103 delivers 29.15 TFLOPS of FP32, while the RTX PRO 6000 Blackwell Server delivers 126.0 TFLOPS of FP32. Both cards also achieve FP16 at a 1:1 ratio with their FP32 figures, meaning the server card has 126.0 TFLOPS of FP16 versus 29.15 TFLOPS on the consumer card.

Q: What is the memory configuration difference between the two GPUs?

A: The RTX 4070 AD103 uses 12 GB of GDDR6X on a 192-bit bus, yielding 504.2 GB/s of bandwidth. The RTX PRO 6000 Blackwell Server uses 96 GB of GDDR7 on a 512-bit bus, yielding 1.79 TB/s of bandwidth. The server card has eight times the memory capacity and over three times the bandwidth.

Q: What are the transistor counts and die sizes for each chip?

A: The RTX 4070 AD103 uses the AD103 chip with 45,900 million transistors on a 379 mm² die, giving a transistor density of 121.1 million per square millimeter. The RTX PRO 6000 Blackwell Server uses the GB202 chip with 92,200 million transistors on a 750 mm² die, giving a density of 122.9 million per square millimeter. Both are fabricated on a 5 nm process at TSMC.

Q: Which card has more shading units, TMUs, and ROPs?

A: The RTX PRO 6000 Blackwell Server has 24,064 shading units, 752 TMUs, and 192 ROPs. The RTX 4070 AD103 has 5,888 shading units, 184 TMUs, and 64 ROPs. The server card has approximately 4.1 times the shading units, 4.1 times the TMUs, and 3 times the ROPs.

The Verdict

The data supports a clear split: the RTX PRO 6000 Blackwell Server is the compute and memory heavyweight, while the RTX 4070 AD103 is a smaller, lower-power consumer part with no recorded benchmark results. The RTX PRO 6000 Blackwell Server's single 3DMark Steel Nomad score of 5996 places it in a tie with much older or lower-tier GPUs, but that result contradicts its raw specification sheet, which shows 126.0 TFLOPS of FP32, 188 RT cores, 752 tensor cores, and 96 GB of GDDR7 memory. The RTX 4070 AD103, by contrast, has no measured score, so its real-world standing cannot be verified from the database.

For users prioritizing raw compute throughput, memory capacity, and bandwidth, the RTX PRO 6000 Blackwell Server is the only choice with recorded data supporting its existence as a high-end server part. Its 600 W TDP, 1000 W suggested PSU, and PCIe 5.0 x16 interface align with a workstation or server deployment. For users looking at a consumer card, the RTX 4070 AD103 offers 29.15 TFLOPS of FP32, 12 GB of GDDR6X, and a 200 W TDP, but the database provides no benchmark evidence to validate its performance. The RTX 4070 AD103 holds a 50th percentile position among all GPUs, while the RTX PRO 6000 Blackwell Server sits at the 34th percentile, a discrepancy that likely reflects the sparse benchmark data for the server card rather than a true performance gap. The verdict from the recorded information is that the RTX PRO 6000 Blackwell Server is designed for heavy compute and large memory workloads, while the RTX 4070 AD103 is a lower-tier consumer product whose performance is undocumented in this database.

Specification Differences

The two cards differ on nearly every major specification field. The RTX 4070 AD103 uses the AD103 chip, while the RTX PRO 6000 Blackwell Server uses the GB202 chip. The RTX 4070 AD103 has a base clock of 1920 MHz and a boost clock of 2475 MHz, whereas the RTX PRO 6000 Blackwell Server has a base clock of 1590 MHz and a boost clock of 2617 MHz. Memory clocks also differ: 1313 MHz (21 Gbps effective) versus 1750 MHz (28 Gbps effective). Memory size is 12 GB versus 96 GB, memory type is GDDR6X versus GDDR7, bus width is 192 bit versus 512 bit, and bandwidth is 504.2 GB/s versus 1.79 TB/s.

Shading units are 5,888 versus 24,064, TMUs are 184 versus 752, and ROPs are 64 versus 192. RT cores are 46 versus 188, and tensor cores are 184 versus 752. Pixel rate is 158.4 GPixel/s versus 502.5 GPixel/s, and texture rate is 455.4 GTexel/s versus 1,968.0 GTexel/s. FP32 and FP16 performance are both 29.15 TFLOPS on the RTX 4070 AD103 and 126.0 TFLOPS on the RTX PRO 6000 Blackwell Server. TDP is 200 W versus 600 W, and the suggested PSU is 550 W versus 1000 W. Both are dual-slot cards with a single 16-pin power connector. The bus interface is PCIe 4.0 x16 for the RTX 4070 AD103 and PCIe 5.0 x16 for the RTX PRO 6000 Blackwell Server. Display outputs are 1x HDMI 2.1 and 3x DisplayPort 1.4a for the consumer card, while the server card has 4x DisplayPort 2.1b. Dimensions differ: the RTX 4070 AD103 is 240 mm long, 110 mm high, and 40 mm wide, while the RTX PRO 6000 Blackwell Server is 267 mm long, 111 mm high, and 40 mm wide. The RTX 4070 AD103 has a launch MSRP of 599 USD, while the RTX PRO 6000 Blackwell Server has no recorded launch MSRP.

Architecture Differences

The architecture gap is fundamental. The RTX 4070 AD103 is built on Ada Lovelace, the GeForce 40-generation architecture, with a chip called AD103. The RTX PRO 6000 Blackwell Server is built on Blackwell 2.0, the Server Blackwell (Bxx) generation, with a chip called GB202. Both use a 5 nm TSMC process, but the transistor counts diverge sharply: 45,900 million transistors on the AD103 die of 379 mm² versus 92,200 million on the GB202 die of 750 mm². Transistor density is nearly identical, at 121.1 million per square millimeter versus 122.9 million per square millimeter, indicating the process node delivers similar packing efficiency, but the GB202 die is nearly twice the size and holds twice the transistors.

The RT core and tensor core counts differ by a factor of roughly four: 46 RT cores and 184 tensor cores on the RTX 4070 AD103, versus 188 RT cores and 752 tensor cores on the RTX PRO 6000 Blackwell Server. The server card also has 752 TMUs versus 184, and 192 ROPs versus 64. The memory subsystem is entirely different: GDDR6X on a 192-bit bus for the consumer card, GDDR7 on a 512-bit bus for the server card. The RTX PRO 6000 Blackwell Server supports PCIe 5.0 x16, while the RTX 4070 AD103 is limited to PCIe 4.0 x16. Both support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4, so the API feature set is identical. The RTX 4070 AD103 has a predecessor in the GeForce 30 series and a successor in the GeForce 50 series, while the RTX PRO 6000 Blackwell Server has a predecessor in Server Hopper and a successor in Server Rubin. Production statuses differ: the RTX 4070 AD103 is end-of-life, while the RTX PRO 6000 Blackwell Server is active.

Where Each One Wins

Based strictly on the recorded data, the RTX PRO 6000 Blackwell Server wins on raw compute specifications. Its 126.0 TFLOPS of FP32 is 4.3 times the RTX 4070 AD103's 29.15 TFLOPS. Its texture rate of 1,968.0 GTexel/s is 4.3 times higher, and its pixel rate of 502.5 GPixel/s is 3.2 times higher. It has 4.1 times the shading units, 4.1 times the TMUs, 3 times the ROPs, 4.1 times the RT cores, and 4.1 times the tensor cores. Memory capacity is 96 GB versus 12 GB, an eightfold difference, and bandwidth is 1.79 TB/s versus 504.2 GB/s, a 3.5 times advantage. The server card also supports PCIe 5.0, double the interface bandwidth of PCIe 4.0, and uses GDDR7 memory versus GDDR6X. For any compute-intensive, memory-hungry, or AI-focused workload, the specification sheet favors the RTX PRO 6000 Blackwell Server decisively.

The RTX 4070 AD103 wins on power efficiency and form factor practicality. Its TDP is 200 W versus 600 W, and its suggested PSU is 550 W versus 1000 W. It is shorter at 240 mm versus 267 mm, and it has a lower base clock, but it also has a recorded launch MSRP of 599 USD, while the server card has no listed price. The consumer card's smaller memory footprint and lower power draw make it suitable for a standard desktop system, while the server card demands a workstation or server power delivery setup. In the single recorded benchmark, the RTX PRO 6000 Blackwell Server scores 5996, which ties it with the GeForce GTX 770M and Radeon RX 6400, but that result does not align with its compute specifications, suggesting the benchmark may not reflect its intended workload. The RTX 4070 AD103 has no benchmark data, so its winning case is limited to its lower power requirements, smaller physical size, and documented consumer price point. The data shows the RTX PRO 6000 Blackwell Server is the compute winner, while the RTX 4070 AD103 is the efficiency and accessibility winner.