NVIDIA GeForce RTX 4060 AD106 vs NVIDIA L4 Comparison

The NVIDIA GeForce RTX 4060 AD106 and the NVIDIA L4 are both built on the Ada Lovelace architecture, but they serve completely different purposes. The RTX 4060 AD106 is a consumer graphics card from the GeForce 40-series, while the L4 is a server-focused accelerator with no display outputs. The recorded data shows a stark contrast in their design goals: the RTX 4060 AD106 targets standard desktop workloads with a 115 W TDP, while the L4 delivers dramatically higher compute throughput in a 72 W single-slot package. This analysis breaks down the specifications and benchmark results to clarify where each unit excels.

The Verdict

The database positions these two products in different performance strata. The NVIDIA L4 sits at the 95th percentile among all GPUs, while the RTX 4060 AD106 sits at the 50th percentile. The L4's average benchmark score of 131,072, derived from Geekbench OpenCL and Vulkan results, places it in the company of high-end workstation cards. Its nearest rival, the NVIDIA GeForce RTX 3090 Ti, scores 131,938, a negligible 0.7% difference. The RTX 4060 AD106 has no recorded benchmark scores in the database, meaning all comparative analysis must rely on the L4's measured performance and the architectural specifications of both cards.

The L4 is the clear choice for compute-heavy server workloads. Its 30.29 TFLOPS of FP32 performance is more than double the RTX 4060 AD106's 15.11 TFLOPS. The L4 also carries 24 GB of GDDR6 memory on a 192-bit bus, compared to 8 GB on the RTX 4060 AD106's 128-bit bus. The RTX 4060 AD106 offers display outputs (1x HDMI 2.1 and 3x DisplayPort 1.4a), making it the only option for direct video output. The L4 has no display outputs, confirming its role as a headless compute or inference accelerator. The RTX 4060 AD106's higher clock speeds, with a boost of 2460 MHz versus the L4's 2040 MHz, do not compensate for the L4's much larger chip and higher shader count.

Architecture Differences

Both cards use TSMC's 5 nm process node with a transistor density of 121.8 million per square millimeter. The chip designs diverge significantly. The RTX 4060 AD106 uses the AD106 chip, which contains 22,900 million transistors on a die size of 188 mm². The L4 uses the AD104 chip, which packs 35,800 million transistors onto a 294 mm² die. This larger die allows the L4 to integrate substantially more processing hardware.

The L4's AD104 chip delivers 7424 shading units, 240 texture mapping units, 80 ROPs, 60 RT cores, and 240 tensor cores. The RTX 4060 AD106's AD106 chip provides 3072 shading units, 96 TMUs, 48 ROPs, 24 RT cores, and 96 tensor cores. The L4 has more than double the shading units and tensor cores, which explains its higher raw compute ratings. Both cards support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4, so API feature parity is complete. The L4's generation is listed as "Server Ada (Lxx)", reflecting its data-center positioning, while the RTX 4060 AD106 belongs to the GeForce 40 generation.

Head-to-Head Benchmarks

Direct head-to-head benchmark data between the RTX 4060 AD106 and the L4 does not exist in the database. The L4's recorded Geekbench scores provide a reference point: 140,838 in OpenCL and 121,306 in Vulkan, yielding an average of 131,072. The RTX 4060 AD106 has no benchmark entries, so a direct score comparison is impossible.

The L4's performance relative to other GPUs in the database is telling. The nearest rival, the GeForce RTX 3090 Ti, scores 131,938, just 0.7% higher. The RTX 4000 Ada Generation and the NVIDIA A10M each score 135,218 and 135,230 respectively, putting them 3.1% ahead of the L4. The AMD Radeon PRO W6800 scores 135,396, a 3.2% lead. These margins are small, indicating the L4 performs near the top of the database's recorded results. The RTX 4060 AD106's lack of benchmark data means its measured performance cannot be placed in this context, but its FP32 throughput of 15.11 TFLOPS is exactly half the L4's 30.29 TFLOPS, a fundamental compute gap.

Specification Differences

The two cards differ across nearly every major specification field. The L4 uses the AD104 chip with 35,800 million transistors, while the RTX 4060 AD106 uses the AD106 chip with 22,900 million transistors. Die sizes are 294 mm² versus 188 mm². Clock speeds show the RTX 4060 AD106 running at a 1830 MHz base and 2460 MHz boost, while the L4 runs at a 795 MHz base and 2040 MHz boost. Memory configurations differ sharply: the RTX 4060 AD106 has 8 GB GDDR6 on a 128-bit bus with 272.0 GB/s bandwidth, while the L4 has 24 GB GDDR6 on a 192-bit bus with 300.1 GB/s bandwidth.

Compute resources favor the L4 across the board. The L4 has 7424 shading units, 240 TMUs, 80 ROPs, 60 RT cores, and 240 tensor cores. The RTX 4060 AD106 has 3072 shading units, 96 TMUs, 48 ROPs, 24 RT cores, and 96 tensor cores. Pixel rates are 163.2 GPixel/s for the L4 versus 118.1 GPixel/s for the RTX 4060 AD106. Texture rates are 489.6 GTexel/s versus 236.2 GTexel/s. FP32 and FP16 performance are both 30.29 TFLOPS for the L4 and 15.11 TFLOPS for the RTX 4060 AD106.

Power and physical characteristics also diverge. The L4 has a 72 W TDP, draws power from the PCIe slot with no external connectors, requires a 250 W suggested PSU, and is single-slot with dimensions of 169 mm length and 56 mm height. The RTX 4060 AD106 has a 115 W TDP, uses a 1x 12-pin power connector, requires a 300 W suggested PSU, and is dual-slot. The bus interface differs: the L4 uses PCIe 4.0 x16, while the RTX 4060 AD106 uses PCIe 4.0 x8. The RTX 4060 AD106 provides display outputs, while the L4 has none. The L4 is listed as Active production, while the RTX 4060 AD106 is End-of-life.

FAQ

Q: Which card has higher raw compute performance?

A: The NVIDIA L4 delivers 30.29 TFLOPS of FP32 performance, exactly double the RTX 4060 AD106's 15.11 TFLOPS. The L4 also has 7424 shading units versus 3072 on the RTX 4060 AD106.

Q: How much memory does each card have?

A: The L4 has 24 GB of GDDR6 memory on a 192-bit bus with 300.1 GB/s bandwidth. The RTX 4060 AD106 has 8 GB of GDDR6 memory on a 128-bit bus with 272.0 GB/s bandwidth.

Q: What is the L4's benchmark score relative to other GPUs?

A: The L4 has an average benchmark score of 131,072, placing it at the 95th percentile. Its nearest rival, the GeForce RTX 3090 Ti, scores 131,938, a difference of only 0.7%.

Q: Can the L4 output video to a display?

A: No. The L4 has no display outputs, while the RTX 4060 AD106 includes 1x HDMI 2.1 and 3x DisplayPort 1.4a connections.

Q: What are the power requirements for each card?

A: The L4 has a 72 W TDP and requires no external power connectors, with a suggested PSU of 250 W. The RTX 4060 AD106 has a 115 W TDP, uses a 1x 12-pin connector, and suggests a 300 W PSU.

Q: How do the clock speeds compare?

A: The RTX 4060 AD106 runs at 1830 MHz base and 2460 MHz boost. The L4 runs at 795 MHz base and 2040 MHz boost. Despite lower clocks, the L4 achieves higher throughput due to its larger chip.

Where Each One Wins

The L4 dominates in compute-intensive scenarios. Its FP32 throughput of 30.29 TFLOPS, combined with 240 tensor cores and 60 RT cores, makes it suitable for server-side inference, rendering, and data-center workloads. The 24 GB memory capacity and 300.1 GB/s bandwidth support large datasets. The 72 W TDP and single-slot design allow dense deployment in server chassis. The L4's benchmark results confirm this positioning: a 95th percentile rank and near-parity with the RTX 3090 Ti (0.7% difference) in average score.

The RTX 4060 AD106 wins on accessibility and display capability. It is the only card with video outputs, featuring 1x HDMI 2.1 and 3x DisplayPort 1.4a. Its dual-slot design and 115 W TDP fit standard desktop systems. The higher boost clock of 2460 MHz gives it an advantage in lightly threaded or latency-sensitive tasks where clock speed matters more than raw core count. Its 15.11 TFLOPS FP32 performance remains capable for mainstream gaming and general-purpose graphics, though the database lacks benchmark scores to quantify this directly.

The production status also matters. The RTX 4060 AD106 is end-of-life, while the L4 remains active. For new deployments, the L4 offers current availability and a clear upgrade path from its predecessor, Server Ampere, toward Server Hopper. The RTX 4060 AD106's predecessor is GeForce 30 and its successor is GeForce 50, indicating it sits within a consumer product cycle that has already moved on. The L4's nearest rivals, all within 3.2% of its average score, show it competes effectively with high-end workstation GPUs, whereas the RTX 4060 AD106 has no recorded rivals in the database. The data supports selecting the L4 for compute density and the RTX 4060 AD106 for desktop graphics with display output.