AMD Ryzen AI Embedded P164i vs Intel Processor U302L Comparison

Where Each One Wins

The recorded data for this comparison is unusually sparse on direct head-to-head benchmark results. Both processors hold a percentile rank of 50 against all CPUs in the database, which places them at the statistical midpoint of the recorded performance distribution. Neither part has any individual benchmark scores entered, and the head-to-head matrix contains zero entries. This means the win/loss tally is currently tied at zero for both the AMD Ryzen AI Embedded P164i and the Intel Processor U302L.

What can be inferred comes from the architectural profile rather than measured results. The AMD part deploys 8 cores and 16 threads, which gives it a parallel execution advantage in workloads that scale with thread count. The Intel part counters with 5 cores and 6 threads, a configuration that includes a single efficiency core alongside four performance cores. In single-threaded responsiveness, the AMD boost clock of 5.00 GHz is substantially higher than the Intel boost of 2.40 GHz, suggesting an advantage in latency-sensitive tasks. The Intel part operates within a 15 W TDP envelope, while the AMD part is rated at 28 W, indicating the Intel design targets lower sustained power draw. The database does not yet contain the measured evidence to confirm these expectations, so the current picture rests on specification-level inference.

Architecture Differences

The two processors come from different design philosophies and manufacturing ecosystems. AMD's Ryzen AI Embedded P164i uses the Gorgon Point codename and belongs to the Ryzen AI Embedded generation built on the Zen 5 and Zen 5c core complex. It is fabricated on a 4 nm process at TSMC, with a die size of 233 mm². Intel's Processor U302L uses the Raptor Lake architecture, specifically the Raptor Lake-PS variant, and is built on a 10 nm process at Intel's own foundries. The process node difference is notable: 4 nm versus 10 nm suggests a significant transistor density gap, though the database does not record transistor counts for either chip.

Cache hierarchies also diverge. Both parts share an identical L1 cache of 80 KB per core. The L2 cache differs slightly: AMD provides 1 MB per core, while Intel provides 1.25 MB per core. The L3 cache shows a larger gap in the opposite direction: AMD has 8 MB total, while Intel has 10 MB shared. The Intel part therefore carries more aggregate cache when accounting for its lower core count, which could benefit workloads with moderate working sets that fit within the larger shared pool.

Memory support separates the two as well. AMD supports only DDR5 and LPDDR5X memory, while Intel supports both DDR4 and DDR5. The AMD memory bus is dual-channel with a recorded bandwidth of 89.6 GB/s; the database does not list a bandwidth figure for the Intel part. ECC memory is supported on the AMD chip but not on the Intel chip. PCIe connectivity also differs: AMD provides Gen 4 with 16 CPU lanes, while Intel provides Gen 4 with only 8 CPU lanes. Integrated graphics are present on both, with AMD using the Radeon 880M and Intel using UHD Graphics 80EU; no benchmark scores for either iGPU are recorded.

Head-to-Head Benchmarks

The head-to-head benchmark table contains no entries. There are no measured scores to compare, no deltas to calculate, and no percentile shifts to report. The database records zero wins for each processor. This is a case where the specification sheet must stand in for empirical results, and even then the comparison relies on stated clocks, cache sizes, and core counts rather than tested performance.

The largest specification-level gap in favor of AMD is the boost clock. The Ryzen AI Embedded P164i reaches 5.00 GHz, which is 2.60 GHz higher than the Intel U302L's 2.40 GHz boost. In single-threaded integer or floating-point work where clock speed dominates, this gap would likely translate to a measurable advantage, but no recorded benchmark confirms it. The core and thread counts also favor AMD heavily: 8 cores and 16 threads versus 5 cores and 6 threads. That is 3 more cores and 10 more threads, a structural advantage in heavily threaded rendering, compilation, or virtualized workloads.

The specification-level advantages for Intel are narrower. The L3 cache is 2 MB larger on the Intel part, and the L2 per core is 0.25 MB larger. The Intel part also supports DDR4 memory, which gives platform flexibility on older or lower-cost memory infrastructures. The TDP difference is substantial: 15 W versus 28 W, which indicates the Intel design draws less power under sustained load, though the database does not include measured power consumption figures.

Without benchmark data, the recorded facts only support a structural comparison. The AMD part appears designed for compute throughput with its higher core count, higher boost clock, and wider PCIe allocation. The Intel part appears designed for efficiency and platform compatibility with its lower TDP, DDR4 support, and larger shared L3.

Specification Differences

The two processors differ across nearly every major specification field.

Core and thread counts: AMD has 8 cores and 16 threads; Intel has 5 cores and 6 threads. Base clocks differ: AMD runs at 2.00 GHz, Intel at 1.20 GHz. Boost clocks differ by a wide margin: AMD at 5.00 GHz, Intel at 2.40 GHz. TDP ratings differ: AMD at 28 W, Intel at 15 W. Sockets are incompatible: AMD uses AMD Socket FP8, Intel uses Intel Socket 1700.

Process technology: AMD is on 4 nm TSMC, Intel is on 10 nm Intel. Die size is recorded only for AMD at 233 mm²; no die size is listed for Intel. Cache: L1 is identical at 80 KB per core; L2 is 1 MB per core on AMD versus 1.25 MB per core on Intel; L3 is 8 MB on AMD versus 10 MB shared on Intel. Memory: AMD supports DDR5 and LPDDR5X only, Intel supports DDR4 and DDR5. Memory bandwidth is recorded for AMD at 89.6 GB/s, not recorded for Intel. ECC: supported on AMD, not supported on Intel. PCIe: AMD has Gen 4 with 16 lanes, Intel has Gen 4 with 8 lanes. Integrated graphics: AMD uses Radeon 880M, Intel uses UHD Graphics 80EU.

Release dates also differ: AMD released on 2026-03-08, Intel on 2024-04-07. The Intel part has a recorded launch MSRP of $285; the AMD part has no launch MSRP recorded. The Intel part has a known part number, SRPKGQ5CX, while the AMD part number is listed as unknown. Neither processor has an unlocked multiplier. Both are classified as mobile market segments and both are in active production.

FAQ

Q: Which processor has more cores and threads?

A: The AMD Ryzen AI Embedded P164i has 8 cores and 16 threads. The Intel Processor U302L has 5 cores and 6 threads.

Q: What are the boost clock speeds of each processor?

A: The AMD part boosts to 5.00 GHz. The Intel part boosts to 2.40 GHz.

Q: Do both processors support ECC memory?

A: No. The AMD Ryzen AI Embedded P164i supports ECC memory. The Intel Processor U302L does not.

Q: What memory types does each processor support?

A: The AMD processor supports DDR5 and LPDDR5X. The Intel processor supports DDR4 and DDR5.

Q: How do the TDP ratings compare?

A: The AMD part is rated at 28 W. The Intel part is rated at 15 W.

Q: Which processor has more PCIe lanes?

A: The AMD part provides Gen 4 with 16 CPU lanes. The Intel part provides Gen 4 with 8 CPU lanes.

Q: What is the process node for each chip?

A: AMD uses a 4 nm process at TSMC. Intel uses a 10 nm process at Intel.

The Verdict

The data points toward distinct roles for each processor. The AMD Ryzen AI Embedded P164i presents a higher-performance specification profile: more cores, more threads, a 5.00 GHz boost clock, a 4 nm process node, 89.6 GB/s memory bandwidth, ECC support, and 16 PCIe lanes. The Intel Processor U302L presents a lower-power, more flexible platform profile: 15 W TDP, DDR4 and DDR5 support, a larger 10 MB shared L3 cache, and a lower 2.40 GHz boost clock.

For workloads that scale with thread count, the AMD part is the only realistic choice based on the recorded specifications. Its 16 threads versus 6 threads is a structural advantage that no cache or efficiency feature on the Intel side can offset in heavily parallel tasks. For single-threaded responsiveness, the 5.00 GHz boost clock on the AMD part again favors it over the 2.40 GHz Intel boost.

The Intel part has its own niche in the recorded data. The 15 W TDP indicates a design target for thermally constrained systems, and the DDR4 support allows reuse of existing memory infrastructure. The larger L3 cache could help in workloads with moderate data sets that fit within 10 MB.

The database currently holds no benchmark scores for either processor, so these conclusions rest entirely on specification-level analysis. The launch MSRP for the Intel part is $285, while the AMD part has no recorded launch MSRP. Neither chip has an unlocked multiplier. Both are active mobile parts, with the AMD released in 2026 and the Intel released in 2024. The measured performance data, when it arrives, will determine whether the specification gaps translate into real-world differences. Until then, the AMD part appears positioned for throughput and the Intel part for efficiency.