AMD Ryzen AI Embedded P164 vs Intel Core 7 253PE Comparison

The AMD Ryzen AI Embedded P164 and Intel Core 7 253PE are closely matched in overall database rankings, but their benchmark profiles diverge sharply. The AMD part holds a 91st percentile ranking versus Intel's 87th, yet the Intel chip wins the majority of the head-to-head tests. The data shows a clear split: Intel dominates computationally intensive parallel workloads, while AMD counters with superior extended instruction handling and a slight single-thread edge.

Head-to-Head Benchmarks

The Intel Core 7 253PE wins 7 of the 11 recorded head-to-head comparisons. Its largest victory is in the prime number calculation test, where it scores 138 against AMD's 71, a 48.6% advantage. This pattern repeats across other math-heavy tasks. In floating point math, Intel posts 80870 versus 55799, a 31% lead. Integer math shows a 23% gap, with Intel at 114158 and AMD at 87940. The physics test favors Intel by 34.4%, scoring 1845 against 1210.

Multithreaded performance also belongs to Intel. The Core 7 253PE records 29271 in the PassMark multithread test, 11.6% ahead of the Ryzen's 25889. Data encryption shows Intel ahead by 12.7%, with scores of 18385 and 16055 respectively. Data compression is a closer contest, but Intel still wins with 339133 versus 327891, a 3.3% margin.

The AMD Ryzen AI Embedded P164 takes the remaining 4 wins. Its strongest result is in extended instructions, where it scores 24193 against Intel's 21806, a 10.9% advantage. The AMD chip also wins random string sorting by 6.2%, recording 34801 versus 32777. Single-thread performance narrowly favors AMD, with scores of 4029 and 3955, a 1.9% edge. The passmark_singlethread test, a duplicate listing of the same measurement, confirms the same 1.9% margin.

The average benchmark score complicates the head-to-head picture. The database lists the AMD part's average at 52901, while the Intel part averages 40557. This discrepancy stems from different test suites included in each average. The Intel chip's average is dragged down by its inclusion of Cinebench R15, R20, and R23 results, which are not present in the AMD's benchmark list. In the shared PassMark tests, Intel leads 7 to 4.

Architecture Differences

The two processors use fundamentally different manufacturing and design approaches. AMD builds the Ryzen AI Embedded P164 on TSMC's 4 nm process, while Intel uses its own 10 nm node for the Core 7 253PE. The AMD chip, codenamed Gorgon Point, belongs to the Ryzen AI Embedded generation built on Zen 5 and Zen 5c cores. Intel's Bartlett Lake design belongs to the Core 7 generation.

Core counts favor Intel. The Core 7 253PE has 10 cores and 20 threads, while the AMD part has 8 cores and 16 threads. Both use an 80 KB L1 cache per core, but L2 differs: AMD allocates 1 MB per core, Intel doubles that to 2 MB per core. The L3 cache shows a major divergence. AMD has 8 MB of L3, while Intel provides 33 MB shared. This larger pool of last-level cache likely contributes to Intel's strong showing in data-heavy workloads.

Clock speeds also favor Intel. The Core 7 253PE has a 2.50 GHz base clock and 5.50 GHz boost clock. The AMD chip runs at a 2.00 GHz base and 5.00 GHz boost. The power envelope reflects the desktop versus mobile positioning. Intel's TDP is 65 watts, more than double AMD's 28 watts.

Memory and I/O support differ as well. AMD supports DDR5 and LPDDR5X memory, while Intel supports DDR4 and DDR5. Both run dual-channel memory with 89.6 GB/s bandwidth. Both support ECC memory. PCIe connectivity favors Intel, which offers Gen 5 with 16 lanes (CPU only). AMD provides Gen 4 with 16 lanes (CPU only). Integrated graphics differ: AMD uses the Radeon 880M, Intel uses UHD Graphics 730. AMD uses Socket FP8; Intel uses Socket 1700.

FAQ

Q: Which processor has the higher single-thread score?

A: The AMD Ryzen AI Embedded P164 scores 4029 in the PassMark single-thread test, which is 1.9% ahead of the Intel Core 7 253PE's 3955.

Q: How large is Intel's lead in multi-threaded performance?

A: The Intel Core 7 253PE records 29271 in the PassMark multithread test, 11.6% ahead of the AMD chip's 25889.

Q: Does either processor support ECC memory?

A: Yes, both the AMD Ryzen AI Embedded P164 and the Intel Core 7 253PE support ECC memory.

Q: What is the difference in L3 cache capacity?

A: The Intel Core 7 253PE has 33 MB of shared L3 cache, while the AMD Ryzen AI Embedded P164 has 8 MB.

Q: Which processor has the higher boost clock?

A: The Intel Core 7 253PE boosts to 5.50 GHz, while the AMD Ryzen AI Embedded P164 boosts to 5.00 GHz.

Q: What are the core and thread counts for each processor?

A: The Intel Core 7 253PE has 10 cores and 20 threads. The AMD Ryzen AI Embedded P164 has 8 cores and 16 threads.

The Verdict

The data supports a clear split based on workload type. The Intel Core 7 253PE is the stronger choice for raw computational throughput. It wins the majority of the shared benchmarks, with decisive margins in prime number calculation, floating point math, integer math, and physics. The 10-core, 20-thread configuration, combined with 33 MB of L3 cache and higher clock speeds, delivers a substantial performance advantage in parallel processing tasks.

The AMD Ryzen AI Embedded P164 is the better option for tasks that leverage extended instructions. Its 10.9% win in that test, along with a 6.2% win in random string sorting, indicates strong performance in specialized instruction paths. The single-thread lead, while small at 1.9%, also matters for lightly threaded applications. Additionally, the AMD chip operates at a 28 watt TDP, which positions it for power-constrained environments.

The percentile rankings tell a nuanced story. The AMD part sits at the 91st percentile among all CPUs, four points above Intel's 87th. Yet in direct comparison, Intel wins more tests. The database's average benchmark scores do not align with the head-to-head results because the averages include different test suites. The Intel sample includes Cinebench R15, R20, and R23 scores; the AMD sample does not. For a direct comparison of the workloads both chips share, Intel holds the advantage.

Specification Differences

The two processors differ across nearly every major specification category. The AMD Ryzen AI Embedded P164 uses 8 cores and 16 threads; the Intel Core 7 253PE uses 10 cores and 20 threads. Base clocks stand at 2.00 GHz for AMD and 2.50 GHz for Intel. Boost clocks reach 5.00 GHz on AMD and 5.50 GHz on Intel. TDP ratings are 28 watts for AMD and 65 watts for Intel.

Cache configurations diverge in L2 and L3. Both have 80 KB L1 per core. AMD has 1 MB L2 per core; Intel has 2 MB per core. AMD has 8 MB L3; Intel has 33 MB shared L3. Process nodes differ: AMD uses 4 nm from TSMC, Intel uses 10 nm from its own fabs. The AMD die size is 233 mm²; no die size is recorded for Intel.

Memory support shows AMD accepting DDR5 and LPDDR5X, while Intel accepts DDR4 and DDR5. Both use dual-channel buses with 89.6 GB/s bandwidth. PCIe versions differ: AMD has Gen 4, Intel has Gen 5, both with 16 lanes (CPU only). Integrated graphics are the Radeon 880M on AMD and UHD Graphics 730 on Intel. Sockets are AMD Socket FP8 versus Intel Socket 1700. The Intel part has a launch MSRP of $384; no launch MSRP is recorded for AMD.

Where Each One Wins

The Intel Core 7 253PE wins in scenarios demanding high core counts and large cache pools. The 33 MB L3 cache and 10-core layout support data compression, encryption, and multithreaded applications. Its 48.6% lead in prime number calculation and 34.4% lead in physics make it the preferred part for simulation, scientific computing, and any workload that scales with thread count. The higher 65 watt TDP enables sustained performance in desktop environments where power draw is not a constraint.

The AMD Ryzen AI Embedded P164 wins in scenarios that value instruction set flexibility and power efficiency. The 10.9% edge in extended instructions suggests better handling of vectorized or specialized code paths. The 6.2% win in random string sorting points to strong memory access patterns for sorting algorithms. The 1.9% single-thread advantage, while modest, gives it a slight edge in legacy or poorly threaded software. The 28 watt TDP and FP8 socket target mobile and embedded deployments where thermal limits are tighter.

The recorded release dates show both processors launched on the same day, and both remain in active production. The market segments differ, with AMD labeled as Mobile and Intel as Desktop, which aligns with their respective power envelopes and socket types. Users seeking maximum parallel performance from the database measurements should select the Intel part. Users prioritizing extended instruction throughput and lower power consumption should select the AMD part.