AMD Ryzen AI Z2 Extreme GPU vs Intel Arc A310E Comparison

The Verdict

The data presents two fundamentally different graphics solutions. The AMD Ryzen AI Z2 Extreme GPU is a 28 W integrated-class part built for compact, power-sensitive systems, while the Intel Arc A310E is a 75 W single-slot discrete card targeting embedded and small-form-factor deployments. The AMD part is the newer release, dated 2025-10-15, and remains Active in production. The Intel card is End-of-life, with a release date of 2024-03-31. Buyers prioritizing longevity and modern production status should favor the AMD solution. Those needing a discrete, PCIe-attached card with multiple display outputs should look to the Intel part, provided they can accept its end-of-life status.

The AMD Ryzen AI Z2 Extreme GPU delivers significantly higher raw throughput in most measured categories, including 5.530 TFLOPS FP32 versus 3.072 TFLOPS for the Intel Arc A310E. It also offers four times the memory capacity at 16 GB versus 4 GB, with more than double the memory bandwidth at 256.0 GB/s versus 124.0 GB/s. The Intel card counters with a much higher base clock of 2000 MHz versus 800 MHz, a single-slot form factor, and four mini-DisplayPort 2.0 outputs. Its FP16 throughput is higher at 6.144 TFLOPS (2:1) versus 5.530 TFLOPS (1:1) on the AMD part.

The AMD part wins on power efficiency for compute per watt, as its 5.530 TFLOPS at 28 W contrasts with the Intel card's 3.072 TFLOPS at 75 W. The Intel card wins on physical integration flexibility, offering a 168 mm length, 69 mm height, and 20 mm width single-slot design with a 250 W suggested PSU. Neither part carries a launch MSRP in the database, so no price comparison is possible. The data suggests the AMD GPU for new designs requiring maximum compute in a low-power envelope, and the Intel Arc A310E for legacy or specialized systems needing a discrete PCIe 4.0 x8 card with multiple display outputs.

Architecture Differences

The AMD Ryzen AI Z2 Extreme GPU uses the Strix Point chip built on RDNA 3.5 architecture, fabricated on a 4 nm process at TSMC. It packs 34,000 million transistors on a 233 mm² die, yielding a transistor density of 145.9M per mm². The Intel Arc A310E uses the DG2-128 chip with Xe-HPG architecture, specifically the Alchemist (Arc 3) generation, fabricated on a 6 nm process at TSMC. Its transistor count is 7,200 million on a 157 mm² die, giving a density of 45.9M per mm². The AMD chip is more than four times denser and nearly 50% larger in die area.

The AMD part integrates 1024 shading units, 64 texture mapping units, 48 raster output units, and 16 ray tracing cores. The Intel card has 768 shading units, 32 TMUs, 16 ROPs, and 6 ray tracing cores. The AMD solution operates with a base clock of 800 MHz and a boost clock of 2700 MHz, while the Intel card runs at a flat 2000 MHz for both base and boost. The AMD part has no power connectors and no slot width specified, consistent with an integrated design. The Intel card is explicitly single-slot, draws power through the PCIe slot with no connectors, and suggests a 250 W system PSU.

Memory architecture diverges sharply. The AMD GPU uses 16 GB of LPDDR5X on a 256-bit bus, with memory clock at 1000 MHz (8 Gbps effective) and bandwidth of 256.0 GB/s. The Intel card uses 4 GB of GDDR6 on a 64-bit bus, with memory clock at 1937 MHz (15.5 Gbps effective) and bandwidth of 124.0 GB/s. The AMD part's memory bandwidth advantage is 2.06 times that of the Intel card. The Intel card compensates with faster memory clock speed, but its narrower bus limits total throughput.

API support is identical: both list DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The AMD part provides a single USB Type-C display output, while the Intel card provides four mini-DisplayPort 2.0 outputs. The Intel card uses a PCIe 4.0 x8 bus interface; the AMD part lists no bus interface, consistent with its integrated nature. The AMD part's predecessor and successor fields are null, while the Intel card lists Xe Graphics as its predecessor and Battlemage as its successor.

Head-to-Head Benchmarks

The database records no direct head-to-head benchmark entries for these two parts, and neither lists an average benchmark score. Both carry a 50th percentile ranking against all GPUs. The wins and losses must therefore be derived from their respective specification sheets, which provide clear performance deltas.

Compute throughput favors the AMD part decisively. The AMD GPU delivers 5.530 TFLOPS FP32, which is 80% higher than the Intel card's 3.072 TFLOPS. In texture fill rate, the AMD part achieves 172.8 GTexel/s versus 64.00 GTexel/s, a 2.7 times advantage. Pixel fill rate shows the largest gap: the AMD GPU produces 129.6 GPixel/s versus 32.00 GPixel/s, a 4.05 times advantage. These figures indicate the AMD solution can handle substantially heavier rasterization and shader workloads.

The Intel card wins in FP16 throughput. It delivers 6.144 TFLOPS with a 2:1 ratio, while the AMD part delivers 5.530 TFLOPS with a 1:1 ratio. This gives the Intel card an 11% higher peak FP16 figure, which matters for workloads that can exploit packed half-precision math. The AMD part's 1:1 FP16 to FP32 ratio means its FP16 throughput equals its FP32 figure, offering consistent performance across both precision levels.

Memory bandwidth heavily favors AMD. The 256.0 GB/s figure is 2.06 times the Intel card's 124.0 GB/s. Combined with 16 GB capacity versus 4 GB, the AMD part can hold larger working sets and feed its shader array more effectively. The Intel card's faster memory clock of 15.5 Gbps effective does not compensate for its 64-bit bus versus the AMD part's 256-bit bus.

Clock speeds favor Intel. The Arc A310E runs at a fixed 2000 MHz, which is 2.5 times the AMD part's 800 MHz base clock. However, the AMD part boosts to 2700 MHz, which exceeds the Intel card's maximum by 35%. The AMD part's base-to-boost range of 800 to 2700 MHz suggests aggressive power management, while the Intel card's flat 2000 MHz indicates a steady, predictable operating point.

Power efficiency favors AMD. The AMD GPU delivers 5.530 TFLOPS at 28 W, which is 0.198 TFLOPS per watt. The Intel card delivers 3.072 TFLOPS at 75 W, which is 0.041 TFLOPS per watt. The AMD part produces 4.8 times more FP32 throughput per watt. This is the most significant efficiency gap in the comparison.

Specification Differences

The two parts differ in nearly every measurable category. Process node: 4 nm for AMD versus 6 nm for Intel. Transistor count: 34,000 million versus 7,200 million. Die size: 233 mm² versus 157 mm². Transistor density: 145.9M per mm² versus 45.9M per mm². Base clock: 800 MHz versus 2000 MHz. Boost clock: 2700 MHz versus 2000 MHz. Memory size: 16 GB versus 4 GB. Memory type: LPDDR5X versus GDDR6. Memory bus width: 256 bit versus 64 bit. Memory clock: 1000 MHz (8 Gbps effective) versus 1937 MHz (15.5 Gbps effective). Memory bandwidth: 256.0 GB/s versus 124.0 GB/s.

Shading units: 1024 versus 768. TMUs: 64 versus 32. ROPs: 48 versus 16. Ray tracing cores: 16 versus 6. Pixel rate: 129.6 GPixel/s versus 32.00 GPixel/s. Texture rate: 172.8 GTexel/s versus 64.00 GTexel/s. FP32: 5.530 TFLOPS versus 3.072 TFLOPS. FP16: 5.530 TFLOPS (1:1) versus 6.144 TFLOPS (2:1). TDP: 28 W versus 75 W. Slot width: unspecified versus single-slot. Power connectors: none for both. Suggested PSU: null versus 250 W. Bus interface: null versus PCIe 4.0 x8. Display outputs: 1x USB Type-C versus 4x mini-DisplayPort 2.0.

Dimensions: the AMD part lists no length, height, or width. The Intel card measures 168 mm in length (6.6 inches), 69 mm in height (2.7 inches), and 20 mm in width (0.8 inches). Production status: Active versus End-of-life. Release date: 2025-10-15 versus 2024-03-31. The AMD part has no predecessor or successor listed; the Intel card lists Xe Graphics as predecessor and Battlemage as successor. Both share identical API support: DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4.

FAQ

Q: Which GPU has higher FP32 compute performance?

A: The AMD Ryzen AI Z2 Extreme GPU delivers 5.530 TFLOPS FP32, which is 80% higher than the Intel Arc A310E's 3.072 TFLOPS.

Q: How much memory bandwidth does each GPU provide?

A: The AMD part provides 256.0 GB/s from 16 GB of LPDDR5X on a 256-bit bus. The Intel part provides 124.0 GB/s from 4 GB of GDDR6 on a 64-bit bus.

Q: Which GPU is more power efficient?

A: The AMD part produces 5.530 TFLOPS at 28 W, yielding 0.198 TFLOPS per watt. The Intel card produces 3.072 TFLOPS at 75 W, yielding 0.041 TFLOPS per watt. The AMD part is 4.8 times more efficient in FP32 throughput per watt.

Q: What are the physical dimensions of the Intel Arc A310E?

A: The Intel Arc A310E is a single-slot card measuring 168 mm in length (6.6 inches), 69 mm in height (2.7 inches), and 20 mm in width (0.8 inches). The AMD part has no listed dimensions.

Q: Which GPU has a higher boost clock?

A: The AMD Ryzen AI Z2 Extreme GPU boosts to 2700 MHz. The Intel Arc A310E runs at a fixed 2000 MHz for both base and boost. The AMD part's boost is 35% higher.

Q: What display outputs does each GPU offer?

A: The AMD part offers a single USB Type-C output. The Intel Arc A310E offers four mini-DisplayPort 2.0 outputs.

Where Each One Wins

The AMD Ryzen AI Z2 Extreme GPU wins in every rasterization and memory capacity category. Its 5.530 TFLOPS FP32, 172.8 GTexel/s texture rate, and 129.6 GPixel/s pixel rate make it the clear choice for compute-heavy rendering workloads. The 16 GB memory capacity and 256.0 GB/s bandwidth allow it to handle large textures and datasets that would exhaust the Intel card's 4 GB frame buffer. Its 28 W TDP makes it suitable for low-power designs where thermal and power budgets are tight. The 4 nm process and 145.9M per mm² transistor density indicate a modern, high-efficiency implementation. The Active production status and 2025-10-15 release date mean it is currently available for new designs.

The Intel Arc A310E wins in select areas. Its 6.144 TFLOPS FP16 throughput exceeds the AMD part's 5.530 TFLOPS, making it preferable for workloads that exploit packed half-precision arithmetic. Its fixed 2000 MHz clock provides a predictable operating point without boost variability. The single-slot form factor with defined dimensions (168 mm length, 69 mm height, 20 mm width) fits into constrained chassis where the AMD part's physical footprint is unspecified. The four mini-DisplayPort 2.0 outputs enable multi-display configurations that the AMD part's single USB Type-C cannot support. The PCIe 4.0 x8 bus interface allows installation in standard desktop systems, whereas the AMD part is an integrated solution. The 250 W suggested PSU requirement is modest for a discrete card.

The data supports a clear split: the AMD Ryzen AI Z2 Extreme GPU for new, power-constrained designs requiring maximum compute, large memory capacity, and modern production status; the Intel Arc A310E for systems that need a discrete, single-slot card with multiple display outputs and predictable clock behavior, accepting its end-of-life status and higher power draw. Both parts sit at the 50th percentile against all GPUs, with no average benchmark scores recorded, so these conclusions rest entirely on their specification sheets.