AMD Ryzen AI 9 PRO 465 vs Intel Core i7-14700 Comparison

The AMD Ryzen AI 9 PRO 465 and the Intel Core i7-14700 occupy different corners of the processor market, one a mobile-first Zen 5 part and the other a desktop Raptor Lake refresh. The recorded data shows a consistent performance gap across all measured PassMark workloads, with the Intel processor winning every head-to-head benchmark. However, the margin of victory varies sharply by workload, revealing distinct architectural strengths and positioning.

Where Each One Wins

The Intel Core i7-14700 is the outright winner in every benchmark category recorded in the database. The widest gaps appear in floating-point math, where it scores 106716 against the AMD's 66824, a 37.4% advantage. Integer math shows a 30.6% lead, with scores of 154535 versus 107173. These are compute-heavy workloads that leverage the Intel processor's higher core count and thread count.

The AMD Ryzen AI 9 PRO 465 comes closest in single-thread performance. The PassMark single-thread test shows a score of 4168 for AMD and 4236 for Intel, a margin of only 1.6%. This indicates the Zen 5 architecture is highly competitive on a per-core basis, even though it falls short of the Intel part's peak boost clock of 5.40 GHz versus 5.00 GHz.

In data encryption, the Intel part scores 29601 against 19308, a 34.8% lead. This is notable because encryption workloads often respond well to both core count and instruction set efficiency. The Intel part also leads in data compression by 22.7%, with scores of 498198 versus 385174. The only workload where the AMD processor loses by less than 20% is extended instructions, where Intel leads by just 6.9%, scoring 28388 versus 26441.

The wins are not distributed by workload type so much as by workload scale. The AMD processor holds its ground in latency-sensitive, lightly threaded tasks but loses ground as thread count and memory pressure increase.

Architecture Differences

The two processors are built on fundamentally different designs. The AMD Ryzen AI 9 PRO 465 uses Zen 5 architecture on a 4 nm TSMC process, with a die size of 233 mm². It is part of the Gorgon Point generation and the Ryzen AI PRO 400 family, which mixes Zen 5 and Zen 5c cores. It has 10 cores and 20 threads, with a base clock of 2.00 GHz and a boost clock of 5.00 GHz. The thermal design power is 28 watts.

The Intel Core i7-14700 uses Raptor Lake architecture on a 10 nm Intel process, with a die size of 257 mm². It is part of the Core 14th Gen series and the Raptor Lake Refresh generation. It has 20 cores and 28 threads, with a base clock of 2.10 GHz and a boost clock of 5.40 GHz. The thermal design power is 65 watts.

Cache configurations differ significantly. Both have 80 KB of L1 per core, but the AMD part has 1 MB of L2 per core while the Intel part has 2 MB per core. The L3 cache is a major differentiator: the AMD part has 16 MB total, while the Intel part has 33 MB shared. This larger L3 cache likely contributes to the Intel processor's strong performance in data compression and random string sorting, workloads that benefit from larger working sets in cache.

Memory support also diverges. The AMD part supports DDR5 and LPDDR5X with dual-channel memory and a measured bandwidth of 89.6 GB/s. The Intel part supports DDR4 and DDR5 with dual-channel memory, but the database does not record a bandwidth figure for it. The Intel part supports ECC memory, while the AMD part does not.

The integrated graphics differ as well. The AMD part uses a Radeon 890M, while the Intel part uses UHD Graphics 770. The AMD processor is a mobile part on AMD Socket FP8, while the Intel processor is a desktop part on Intel Socket 1700. PCIe support also differs: the AMD part uses Gen 4 with 16 lanes (CPU only), while the Intel part uses Gen 5 with 16 lanes (CPU only).

The Intel part has a launch MSRP of $384. The AMD part has no recorded launch MSRP.

The Verdict

The benchmark data supports a clear performance hierarchy. The Intel Core i7-14700 is the faster processor in every recorded workload, with leads ranging from 1.6% in single-thread to 37.4% in floating-point math. Its 20 cores, 28 threads, and 33 MB of L3 cache give it a decisive advantage in multi-threaded and data-heavy tasks.

The AMD Ryzen AI 9 PRO 465 is the more efficient design on paper, with a 28 watt TDP versus 65 watts, a smaller 4 nm process node, and a mobile socket. It is not a desktop competitor in the traditional sense; it is a mobile processor measured against a desktop part. The data shows it is competitive in single-thread performance, trailing by only 1.6%, which suggests Zen 5's per-core efficiency is real. But in every other category, the Intel part is ahead by double digits.

For workloads that rely on floating-point math, integer math, encryption, or compression, the Intel Core i7-14700 is the clear choice. For scenarios where power draw, mobile integration, and single-thread responsiveness matter more than raw throughput, the AMD part has a rationale, but the recorded benchmarks do not show it winning any category.

FAQ

Q: Which processor has more cores and threads?

A: The Intel Core i7-14700 has 20 cores and 28 threads. The AMD Ryzen AI 9 PRO 465 has 10 cores and 20 threads.

Q: How much faster is the Intel processor in single-thread performance?

A: The Intel Core i7-14700 scores 4236 in the PassMark single-thread test, while the AMD Ryzen AI 9 PRO 465 scores 4168. That is a 1.6% lead for Intel.

Q: What is the biggest performance gap between the two?

A: The largest gap is in floating-point math, where the Intel Core i7-14700 scores 106716 versus 66824 for the AMD part, a 37.4% difference.

Q: Do both processors support the same memory types?

A: No. The AMD Ryzen AI 9 PRO 465 supports DDR5 and LPDDR5X. The Intel Core i7-14700 supports DDR4 and DDR5.

Q: Does the AMD processor support ECC memory?

A: No. The AMD Ryzen AI 9 PRO 465 does not support ECC memory. The Intel Core i7-14700 does support ECC memory.

Q: What is the L3 cache size for each processor?

A: The AMD Ryzen AI 9 PRO 465 has 16 MB of L3 cache. The Intel Core i7-14700 has 33 MB of shared L3 cache.

Head-to-Head Benchmarks

The head-to-head data contains 11 recorded benchmark comparisons, and the Intel Core i7-14700 wins all 11. The narrowest margin is in the PassMark single-thread test, where Intel scores 4236 and AMD scores 4168, a 1.6% difference. The same result appears in the duplicate singlethread entry.

The largest margin is in floating-point math. The Intel part scores 106716, while the AMD part scores 66824, a 37.4% difference. This is the clearest signal that the Intel processor's core configuration is better suited to heavy mathematical workloads.

Integer math shows a similar pattern. Intel scores 154535 against AMD's 107173, a 30.6% lead. Data encryption follows with Intel at 29601 and AMD at 19308, a 34.8% gap. Data compression shows Intel at 498198 and AMD at 385174, a 22.7% gap. Random string sorting shows Intel at 54340 and AMD at 40860, a 24.8% gap.

The multi-threaded PassMark score favors Intel at 40318 versus 31485, a 21.9% gap. The physics test shows Intel at 2226 versus 1747, a 21.5% gap. Finding prime numbers shows Intel at 164 versus 126, a 23.2% gap. Extended instructions show the smallest non-single-thread margin, with Intel at 28388 and AMD at 26441, a 6.9% gap.

The data indicates that the Intel processor's advantage grows with workload complexity and thread scaling. The 1.6% single-thread margin suggests the AMD Zen 5 core is nearly equal to the Intel Raptor Lake core in isolated execution, but the 20-core Intel part pulls away rapidly as more threads are engaged.

Specification Differences

The two processors differ in nearly every major specification category. The AMD Ryzen AI 9 PRO 465 has 10 cores and 20 threads, while the Intel Core i7-14700 has 20 cores and 28 threads. Base clocks are close, 2.00 GHz for AMD and 2.10 GHz for Intel, but the boost clocks differ more: 5.00 GHz for AMD and 5.40 GHz for Intel.

Thermal design power is a major differentiator. The AMD part is rated at 28 watts, while the Intel part is rated at 65 watts. The process nodes also differ: AMD uses 4 nm TSMC, Intel uses 10 nm Intel. Die sizes are 233 mm² for AMD and 257 mm² for Intel.

Cache configurations differ in L2 and L3. Both use 80 KB of L1 per core, but AMD uses 1 MB of L2 per core while Intel uses 2 MB per core. L3 is 16 MB for AMD and 33 MB shared for Intel.

Memory support differs: AMD supports DDR5 and LPDDR5X, while Intel supports DDR4 and DDR5. The AMD part has a recorded memory bandwidth of 89.6 GB/s; the Intel part has no recorded bandwidth figure. ECC support is present on Intel but absent on AMD.

PCIe support differs by generation: AMD uses Gen 4 with 16 lanes (CPU only), Intel uses Gen 5 with 16 lanes (CPU only). Integrated graphics are Radeon 890M for AMD and UHD Graphics 770 for Intel. Sockets differ: AMD Socket FP8 for the mobile part, Intel Socket 1700 for the desktop part.

The Intel part is released in January 2024 with a launch MSRP of $384. The AMD part is released in January 2026 with no recorded launch MSRP. The Intel part is locked, as is the AMD part, and neither has an unlocked multiplier.