AMD Ryzen Embedded 9950X3D vs Intel Core 7 250H Comparison

Head-to-Head Benchmarks

The benchmark database contains recorded scores for the Intel Core 7 250H, while the AMD Ryzen Embedded 9950X3D has no benchmark entries in the current dataset. This asymmetry means the direct head-to-head comparison relies entirely on the Intel part's measured results and the architectural specifications of both processors.

The Intel Core 7 250H delivers a Cinebench R23 multi-core score of 16561 and a single-core score of 1931. Its Cinebench R20 results show 9697 multi-core and 1368 single-core, while Cinebench R15 records 3147 multi-core and 298 single-core. These numbers place the mobile Intel chip in the 85th percentile among all CPUs in the database, with an average benchmark score of 35728.

The Intel part's nearest rivals in the database include the AMD Ryzen AI 7 PRO 350 with an average score of 35719 and a delta of 0%, the Intel Core Ultra 9 185H at 35670 with a delta of 0.2%, the AMD Ryzen 7 PRO 5845 at 35802 with a delta of -0.2%, and the AMD Ryzen 7 7700X at 35909 with a delta of -0.5%. The Core 7 250H sits effectively at parity with these processors, trailing the Ryzen 7 7700X by just 0.5% and leading the Core Ultra 9 185H by 0.2%.

PassMark results for the Intel chip show a multithread score of 27030, single-thread score of 4148, integer math at 99100, floating point math at 65094, and extended instructions at 17318. Data compression scores 303269, data encryption scores 18206, and random string sorting scores 34136. The physics test records 1824 and find prime numbers records 106.

Since the AMD Ryzen Embedded 9950X3D has no recorded benchmark scores, the database cannot provide measured deltas between the two. The comparison must rest on the specification sheet: the AMD part offers 16 cores and 32 threads against the Intel part's 14 cores and 20 threads, with a boost clock of 5.70 GHz versus 5.40 GHz. The AMD chip carries a 170 W TDP, the Intel chip a 45 W TDP, reflecting their different market positions as desktop versus mobile processors.

Where Each One Wins

The Intel Core 7 250H wins in any scenario where measured performance data exists. The recorded Cinebench and PassMark scores cover rendering, mathematical workloads, compression, encryption, and single-threaded tasks. The 85th percentile ranking indicates this mobile processor outperforms the majority of CPUs in the database, and its near-parity with the Ryzen 7 7700X, a desktop part, suggests strong efficiency for a 45 W chip.

The AMD Ryzen Embedded 9950X3D wins on paper specifications that matter for sustained multi-threaded workloads. Its 16 cores and 32 threads exceed the Intel part's 14 cores and 20 threads, and its 128 MB L3 cache dwarfs the Intel chip's 24 MB shared L3 cache. The AMD processor supports ECC memory, which the Intel mobile part does not, and its 24 PCIe Gen 5 lanes triple the Intel chip's 8 lanes. These features position the AMD part for server, workstation, or embedded applications where data integrity, memory capacity, and I/O expansion take priority over portability.

The Intel part wins on power efficiency and platform flexibility. Its 45 W TDP makes it suitable for thin-and-light laptops, whereas the 170 W TDP of the AMD part demands substantial cooling and power delivery. The Intel chip also supports both DDR4 and DDR5 memory, while the AMD chip supports DDR5 only. The Intel part's integrated Iris Xe Graphics 96EU provides a known quantity for basic display output, and the AMD part's Radeon Graphics serves a similar role but with no benchmark data to compare.

Architecture Differences

The two processors come from different design philosophies. The AMD Ryzen Embedded 9950X3D uses the Granite Ridge codename and belongs to the Ryzen Embedded generation built on Zen 5 architecture. It is fabricated on a 4 nm process at TSMC, with a transistor count of 16,630 million spread across a die size of 2x 70.6 mm². The Intel Core 7 250H uses the Raptor Lake-H codename with Raptor Lake architecture from the Raptor Lake Refresh generation, built on a 10 nm process at Intel.

Cache hierarchies differ substantially. Both parts use 80 KB of L1 cache per core and 1 MB of L2 cache per core for the AMD chip versus 2 MB of L2 cache per core for the Intel chip. The L3 cache tells the real story: the AMD processor offers 128 MB, while the Intel processor offers 24 MB shared. This five-fold difference in L3 capacity favors the AMD part for workloads with large working sets, such as database operations, scientific computing, or virtualization.

Memory support diverges as well. The AMD chip supports DDR5 in a dual-channel configuration with a recorded memory bandwidth of 89.6 GB/s, plus ECC memory for error correction. The Intel chip supports both DDR4 and DDR5 in dual-channel mode, but the database lists no memory bandwidth figure and no ECC support. For embedded or server use, ECC is a critical feature, and the AMD part is the only one of the two that provides it.

PCIe connectivity further separates the pair. The AMD processor provides Gen 5 with 24 lanes from the CPU, while the Intel processor provides Gen 5 with 8 lanes. The AMD part supports an unlocked multiplier, the Intel part does not. The AMD chip uses AMD Socket AM5, a desktop socket, whereas the Intel chip uses Intel BGA 1744, a ball-grid array soldered to the motherboard for mobile use.

Production status for both is listed as Active. The AMD processor's release date is 2025-10-06, while the Intel processor's release date is 2024-12-17. The Intel part has a recorded launch MSRP of $502; the AMD part has no launch MSRP in the database.

FAQ

Q: Which processor has more cores and threads?

A: The AMD Ryzen Embedded 9950X3D has 16 cores and 32 threads, while the Intel Core 7 250H has 14 cores and 20 threads.

Q: What are the boost clock speeds?

A: The AMD processor boosts to 5.70 GHz, and the Intel processor boosts to 5.40 GHz. Base clocks are 4.30 GHz for AMD and 2.50 GHz for Intel.

Q: Which chip supports ECC memory?

A: Only the AMD Ryzen Embedded 9950X3D supports ECC memory. The Intel Core 7 250H does not.

Q: How do the cache sizes compare?

A: The AMD part has 128 MB of L3 cache, while the Intel part has 24 MB shared L3 cache. Both have 80 KB L1 per core, but the Intel part has 2 MB L2 per core versus 1 MB L2 per core for AMD.

Q: What is the Intel Core 7 250H's benchmark percentile?

A: The Intel part sits in the 85th percentile among all CPUs in the database, with an average benchmark score of 35728.

Q: Which processor has more PCIe lanes?

A: The AMD Ryzen Embedded 9950X3D provides 24 PCIe Gen 5 lanes from the CPU, while the Intel Core 7 250H provides 8 PCIe Gen 5 lanes.

The Verdict

The recorded data supports the Intel Core 7 250H as the only one of the two with measured performance results. Its 85th percentile ranking and near-parity with desktop-class rivals like the AMD Ryzen 7 7700X, which trails by only 0.5%, indicate strong all-around performance for a mobile processor. The Cinebench R23 multi-core score of 16561 and single-core score of 1931 provide concrete reference points for rendering and responsiveness.

The AMD Ryzen Embedded 9950X3D should be selected when its architectural advantages matter more than measured scores. The 16-core, 32-thread configuration with 128 MB of L3 cache, ECC memory support, and 24 PCIe Gen 5 lanes targets embedded systems, workstations, or servers where those features are decisive. The 170 W TDP and desktop socket AM5 indicate a stationary platform with robust cooling.

The Intel Core 7 250H should be selected when power efficiency and portability are priorities. Its 45 W TDP, mobile BGA 1744 socket, and support for both DDR4 and DDR5 memory make it a flexible choice for laptop designs. The recorded benchmark scores show it competes with desktop CPUs despite the power envelope, which is a meaningful result for mobile users.

Neither processor can be declared superior without acknowledging the missing AMD benchmark data. The database currently offers no measured scores for the AMD part, so any comparison of actual performance favors the Intel chip by default. Buyers who need ECC, massive L3 cache, or high lane-count PCIe Gen 5 should look to the AMD part; buyers who need proven mobile performance with a low power draw should look to the Intel part.

Specification Differences

| Specification | AMD Ryzen Embedded 9950X3D | Intel Core 7 250H |

|---|---|---|

| Cores | 16 | 14 |

| Threads | 32 | 20 |

| Base clock | 4.30 GHz | 2.50 GHz |

| Boost clock | 5.70 GHz | 5.40 GHz |

| TDP | 170 W | 45 W |

| Socket | AMD Socket AM5 | Intel BGA 1744 |

| Codename | Granite Ridge | Raptor Lake-H |

| Architecture | Zen 5 | Raptor Lake |

| Process node | 4 nm | 10 nm |

| Foundry | TSMC | Intel |

| L2 cache | 1 MB per core | 2 MB per core |

| L3 cache | 128 MB | 24 MB shared |

| Memory support | DDR5 | DDR4, DDR5 |

| Memory bandwidth | 89.6 GB/s | Not listed |

| ECC memory | Yes | No |

| PCIe | Gen 5, 24 lanes | Gen 5, 8 lanes |

| Integrated graphics | Radeon Graphics | Iris Xe Graphics 96EU |

| Multiplier unlocked | Yes | No |

| Release date | 2025-10-06 | 2024-12-17 |

| Launch MSRP | Not listed | $502 |

| Market segment | Desktop | Mobile |