NVIDIA GeForce RTX 4070 AD103 vs NVIDIA RTX 5000 Ada Generation Comparison

NVIDIA GeForce RTX 4070 AD103 and NVIDIA RTX 5000 Ada Generation are both Ada Lovelace designs from NVIDIA, but they target different segments. The RTX 4070 AD103 is a GeForce 40-series card with a 5 nm TSMC process, while the RTX 5000 Ada Generation is a workstation product built on the same 5 nm node. The database records show the RTX 5000 Ada Generation holds a 98th percentile ranking among all GPUs, whereas the RTX 4070 AD103 sits at the 50th percentile. The RTX 5000 Ada Generation has recorded benchmark scores of 175,286 in Geekbench OpenCL and 194,041 in Geekbench Vulkan, with an average score of 184,664. No benchmark scores are recorded for the RTX 4070 AD103 in the database, so the comparison relies on the specification differences and the RTX 5000 Ada Generation's rival comparisons.

Where Each One Wins

The data indicates the RTX 5000 Ada Generation is designed for workloads that demand massive compute throughput and memory capacity. Its 32 GB GDDR6 memory on a 256-bit bus delivers 576.0 GB/s of bandwidth, which is substantially higher than the 12 GB GDDR6X configuration of the RTX 4070 AD103 with a 192-bit bus and 504.2 GB/s. For tasks that involve large datasets, such as rendering, simulation, or AI inference with big models, the RTX 5000 Ada Generation's memory size and bandwidth provide a clear advantage. The recorded Geekbench Vulkan score of 194,041 for the RTX 5000 Ada Generation outperforms its nearest rival, the NVIDIA RTX PRO 5000 Blackwell, which has an average score of 182,109, by 1.4 percent. This suggests strong graphics API performance in compute-heavy scenarios.

The RTX 4070 AD103, by contrast, has no recorded benchmark scores in the database, making direct performance comparisons impossible from measurements. However, its higher base clock of 1920 MHz versus 1155 MHz for the RTX 5000 Ada Generation suggests it may excel in latency-sensitive or lightly threaded tasks where clock speed matters more than raw throughput. The RTX 4070 AD103 also has a lower TDP of 200 W compared to 250 W for the RTX 5000 Ada Generation, which could make it more suitable for systems with tighter power budgets. The RTX 4070 AD103 uses a 1x 16-pin power connector and suggests a 550 W PSU, while the RTX 5000 Ada Generation also uses a 1x 16-pin connector but recommends a 600 W PSU. For gaming or consumer workloads, the RTX 4070 AD103's dual-slot design and shorter length of 240 mm compared to 267 mm for the RTX 5000 Ada Generation may fit smaller chassis more easily.

The RTX 5000 Ada Generation wins clearly in compute-oriented tasks due to its 12800 shading units, 400 TMUs, and 176 ROPs, versus 5888 shading units, 184 TMUs, and 64 ROPs for the RTX 4070 AD103. The RTX 5000 Ada Generation also has 100 RT cores and 400 tensor cores, while the RTX 4070 AD103 has 46 RT cores and 184 tensor cores. This indicates the RTX 5000 Ada Generation is built for parallel workloads that scale with core count, such as ray tracing, machine learning training, and scientific computations. The RTX 4070 AD103, with fewer cores but higher clocks, may be more efficient for tasks that do not fully utilize all available cores.

Architecture Differences

Both GPUs share the Ada Lovelace architecture and are manufactured on a 5 nm process at TSMC, but they use different chips. The RTX 4070 AD103 uses the AD103 chip, while the RTX 5000 Ada Generation uses the AD102 chip. The AD102 die is larger at 609 mm² compared to 379 mm² for the AD103, and it contains 76,300 million transistors versus 45,900 million. The transistor density is similar, with 125.3M per mm² for the AD102 and 121.1M per mm² for the AD103, indicating the process node is used comparably. The larger die allows the RTX 5000 Ada Generation to pack significantly more compute resources.

Memory architecture differs fundamentally. The RTX 4070 AD103 uses 12 GB of GDDR6X memory with a 192-bit bus, while the RTX 5000 Ada Generation uses 32 GB of GDDR6 with a 256-bit bus. GDDR6X typically offers higher effective data rates, and the RTX 4070 AD103 runs its memory at 1313 MHz with 21 Gbps effective, while the RTX 5000 Ada Generation runs at 2250 MHz with 18 Gbps effective. Despite the type difference, the wider bus on the RTX 5000 Ada Generation produces higher total bandwidth at 576.0 GB/s versus 504.2 GB/s. The RTX 5000 Ada Generation has 176 ROPs, which contributes to a pixel rate of 448.8 GPixel/s, far above the 158.4 GPixel/s of the RTX 4070 AD103.

Clock speeds show a trade-off. The RTX 4070 AD103 has a base clock of 1920 MHz and a boost of 2475 MHz, while the RTX 5000 Ada Generation has a base of 1155 MHz and a boost of 2550 MHz. The higher boost on the RTX 5000 Ada Generation suggests it can reach similar peak frequencies, but its lower base clock implies it may run at lower speeds under sustained load. The FP32 compute figures are 65.28 TFLOPS for the RTX 5000 Ada Generation versus 29.15 TFLOPS for the RTX 4070 AD103, a more than doubling of raw floating-point throughput. Both support FP16 at a 1:1 ratio, meaning the same TFLOPS values apply for FP16 workloads.

The RTX 5000 Ada Generation has a TDP of 250 W, while the RTX 4070 AD103 has a TDP of 200 W. This power difference is modest relative to the compute difference, indicating the RTX 5000 Ada Generation delivers disproportionately more performance per watt in raw throughput. Both cards use PCIe 4.0 x16 interfaces and support DirectX 12 Ultimate, OpenGL 4.6, and Vulkan 1.4. Display outputs differ: the RTX 4070 AD103 offers 1x HDMI 2.1 and 3x DisplayPort 1.4a, while the RTX 5000 Ada Generation provides 4x DisplayPort 1.4a, which is typical for workstation cards that often connect to multiple monitors.

Head-to-Head Benchmarks

The database contains no head-to-head benchmark comparisons between these two GPUs. The RTX 5000 Ada Generation has recorded scores of 175,286 in Geekbench OpenCL and 194,041 in Geekbench Vulkan, with an average of 184,664. The RTX 4070 AD103 has no benchmark entries. Without direct measurements, the analysis must rely on the RTX 5000 Ada Generation's position relative to its nearest rivals. The RTX 5000 Ada Generation's average score of 184,664 is 0.5 percent higher than the NVIDIA A100 SXM4 80 GB, which scores 183,725. It is 1.3 percent lower than the NVIDIA A100 SXM4 40 GB, which scores 187,147. The RTX 5000 Ada Generation is 1.4 percent ahead of the NVIDIA RTX PRO 5000 Blackwell, which scores 182,109, and 3.7 percent ahead of the NVIDIA GeForce RTX 4090 D, which scores 178,050.

These delta percentages place the RTX 5000 Ada Generation in a competitive range around the A100 series, which are data-center accelerators. The RTX 5000 Ada Generation outperforms a consumer flagship like the RTX 4090 D by 3.7 percent in average benchmark score, indicating strong general compute capability. The RTX 4070 AD103, with no recorded scores, cannot be placed in this hierarchy from measured data alone. Its specifications, however, suggest it would fall far below the RTX 5000 Ada Generation in raw throughput, given the 65.28 TFLOPS versus 29.15 TFLOPS FP32 figures.

The Geekbench Vulkan score of 194,041 for the RTX 5000 Ada Generation is notably higher than its OpenCL score of 175,286, suggesting the Vulkan API path is more efficient for this card. This difference of roughly 10.7 percent between the two APIs indicates that workload-specific API selection can influence observed performance. The RTX 4070 AD103 has no such recorded data, so no comparison of API behavior is possible.

FAQ

Q: Which GPU has higher raw compute throughput?

A: The RTX 5000 Ada Generation delivers 65.28 TFLOPS for both FP32 and FP16, while the RTX 4070 AD103 provides 29.15 TFLOPS for both. The RTX 5000 Ada Generation has more than double the floating-point performance.

Q: How do the memory configurations compare?

A: The RTX 5000 Ada Generation has 32 GB of GDDR6 on a 256-bit bus with 576.0 GB/s bandwidth. The RTX 4070 AD103 has 12 GB of GDDR6X on a 192-bit bus with 504.2 GB/s bandwidth. The RTX 5000 Ada Generation offers both more capacity and higher bandwidth.

Q: What is the difference in core counts?

A: The RTX 5000 Ada Generation has 12800 shading units, 400 TMUs, 176 ROPs, 100 RT cores, and 400 tensor cores. The RTX 4070 AD103 has 5888 shading units, 184 TMUs, 64 ROPs, 46 RT cores, and 184 tensor cores.

Q: How does power consumption differ?

A: The RTX 5000 Ada Generation has a TDP of 250 W and suggests a 600 W PSU. The RTX 4070 AD103 has a TDP of 200 W and suggests a 550 W PSU. Both use a 1x 16-pin power connector.

Q: What are the recorded benchmark scores for each card?

A: The RTX 5000 Ada Generation has Geekbench OpenCL score of 175,286 and Geekbench Vulkan score of 194,041, with an average of 184,664. The RTX 4070 AD103 has no recorded benchmark scores in the database.

Q: Which card has a higher boost clock?

A: The RTX 5000 Ada Generation has a boost clock of 2550 MHz, while the RTX 4070 AD103 has a boost clock of 2475 MHz. The base clock is higher on the RTX 4070 AD103 at 1920 MHz versus 1155 MHz.

The Verdict

The recorded data positions the RTX 5000 Ada Generation as the superior choice for compute-intensive workloads. Its 98th percentile ranking among all GPUs, combined with an average benchmark score of 184,664, places it in the upper tier of graphics hardware. The nearest rival comparisons show it edges out the NVIDIA A100 SXM4 80 GB by 0.5 percent and the NVIDIA RTX PRO 5000 Blackwell by 1.4 percent, while leading the NVIDIA GeForce RTX 4090 D by 3.7 percent. These results confirm that the RTX 5000 Ada Generation competes with data-center accelerators, not just consumer cards.

The RTX 4070 AD103, with no benchmark data, cannot be evaluated on measured performance. Its specifications indicate a fundamentally different product: fewer cores, less memory, and lower power draw. The 29.15 TFLOPS FP32 throughput is less than half of the RTX 5000 Ada Generation's 65.28 TFLOPS. The RTX 4070 AD103's higher base clock of 1920 MHz versus 1155 MHz may benefit latency-sensitive tasks, but no data supports this in practice.

For users with workloads that require large memory pools, such as 32 GB datasets or multi-monitor workstation setups with 4x DisplayPort outputs, the RTX 5000 Ada Generation is the clear choice. Its 32 GB GDDR6 memory and 576.0 GB/s bandwidth provide headroom for complex scenes or models. The RTX 4070 AD103, with 12 GB GDDR6X and 504.2 GB/s, may suffice for smaller tasks but lacks the capacity for extensive parallel workloads.

The RTX 5000 Ada Generation is an active production product, while the RTX 4070 AD103 is marked as end-of-life. The RTX 5000 Ada Generation was released on 2023-08-08, and the RTX 4070 AD103 on 2024-02-29. The RTX 5000 Ada Generation has a successor in the Blackwell PRO W series, while the RTX 4070 AD103's successor is the GeForce 50-series. This suggests the RTX 5000 Ada Generation remains a current option, whereas the RTX 4070 AD103 is being phased out.

The RTX 4070 AD103 has a launch MSRP of 599 USD, which can be stated as a reference point. The RTX 5000 Ada Generation has no launch MSRP recorded in the database. The performance gap, as indicated by core counts and compute figures, is substantial enough that the RTX 5000 Ada Generation is the appropriate selection for professional or scientific applications. The RTX 4070 AD103 may serve in consumer gaming or entry-level workstation roles, but the database lacks measurements to support any performance claims for it.

Specification Differences

The two GPUs differ in several key specification fields. The chip is AD103 for the RTX 4070 AD103 and AD102 for the RTX 5000 Ada Generation. Transistor count is 45,900 million versus 76,300 million. Die size is 379 mm² versus 609 mm². Transistor density is 121.1M per mm² versus 125.3M per mm². Base clock is 1920 MHz versus 1155 MHz. Boost clock is 2475 MHz versus 2550 MHz. Memory clock is 1313 MHz with 21 Gbps effective versus 2250 MHz with 18 Gbps effective. Memory size is 12 GB versus 32 GB. Memory type is GDDR6X versus GDDR6. Bus width is 192 bit versus 256 bit. Bandwidth is 504.2 GB/s versus 576.0 GB/s. Shading units are 5888 versus 12800. TMUs are 184 versus 400. ROPs are 64 versus 176. RT cores are 46 versus 100. Tensor cores are 184 versus 400. Pixel rate is 158.4 GPixel/s versus 448.8 GPixel/s. Texture rate is 455.4 GTexel/s versus 1,020.0 GTexel/s. FP32 is 29.15 TFLOPS versus 65.28 TFLOPS. FP16 is also 29.15 TFLOPS versus 65.28 TFLOPS, both at 1:1 ratio. TDP is 200 W versus 250 W. Suggested PSU is 550 W versus 600 W. Length is 240 mm versus 267 mm. Height is 110 mm versus 112 mm. Width is 40 mm for the RTX 4070 AD103, while the RTX 5000 Ada Generation has no recorded width. Display outputs are 1x HDMI 2.1 and 3x DisplayPort 1.4a versus 4x DisplayPort 1.4a. Production status is end-of-life versus active. Release date is 2024-02-29 versus 2023-08-08. Predecessor is GeForce 30 versus Workstation Ampere. Successor is GeForce 50 versus Blackwell PRO W. The RTX 4070 AD103 has a launch MSRP of 599 USD; the RTX 5000 Ada Generation has no launch MSRP recorded.