AMD Ryzen Embedded 9950X vs Intel Core i7-14701TE Comparison

The AMD Ryzen Embedded 9950X and the Intel Core i7-14701TE occupy different corners of the desktop processor market, with the former aimed at high-end embedded workloads and the latter at efficient mainstream systems. The recorded data shows a stark contrast in core counts, clock speeds, power envelopes, and process technology. The AMD part is built on a 4 nm process at TSMC with a 170 W TDP, while the Intel part uses Intel’s 10 nm process with a 45 W TDP. This foundational difference shapes every benchmark outcome and architectural trade-off discussed below.

Head-to-Head Benchmarks

The head-to-head benchmark table in the database is empty, meaning no direct side-by-side test results are recorded for these two processors under identical conditions. However, the Intel Core i7-14701TE has a full suite of benchmark scores available, while the AMD Ryzen Embedded 9950X has no recorded benchmark scores at all. This asymmetry limits direct comparison, but the Intel part’s results can still be interpreted against its nearest rivals in the database, which are all AMD mobile and desktop chips. The Intel processor’s average benchmark score is 26013, placing it at the 78th percentile of all CPUs in the database. Its nearest rival, the AMD Ryzen AI 5 340, scores 25981, which is a 0.1% difference. The AMD Ryzen 5 8640HS scores 26106, 0.4% higher than the Intel part. The AMD Ryzen 5 PRO 5655GE scores 25880, 0.5% lower, and the AMD Ryzen 5 8540U scores 26187, 0.7% higher. These deltas are all within a single percentage point, indicating that the Intel Core i7-14701TE sits in a tightly contested performance band with several AMD alternatives.

Looking at the Intel part’s individual benchmark scores, the multi-core Cinebench results show a clear scaling pattern. In Cinebench R15 multi-core, it scores 1716 points. In Cinebench R20 multi-core, the score rises to 7154. In Cinebench R23 multi-core, it reaches 17035 points. The single-core results in the same tests are 242, 1010, and 2405 points respectively. The ratio between multi-core and single-core scores in Cinebench R23 is roughly 7.1:1, which reflects the 8-core, 16-thread configuration of the Intel processor. The PassMark suite provides additional granularity. The multi-thread score is 20042, while the single-thread score is 2637. Integer math scores 65792, floating point math scores 50219, and extended instructions score 14354. Data compression scores 220520, data encryption scores 11699, and random string sorting scores 22760. Physics tests score 1860, and finding prime numbers scores 143.

The AMD Ryzen Embedded 9950X, by contrast, has no benchmark entries in the database. Its percentile rank of 50 and average benchmark score of 0 are placeholders, not measurements. The nearest rivals list for the AMD part is also empty. This means the database currently holds no empirical evidence for the AMD processor’s performance. The specification sheet, however, suggests a much higher ceiling. With 16 cores and 32 threads, a base clock of 4.30 GHz, and a boost clock of 5.70 GHz, the AMD part should theoretically outperform the Intel chip in heavily threaded workloads. The Intel processor’s 8 cores and 16 threads, with a base clock of 2.10 GHz and boost of 5.20 GHz, are clearly lower on paper. But without recorded benchmark scores for the AMD part, the data cannot confirm this expectation.

The Intel part’s nearest rival comparisons show that its average score of 26013 is essentially tied with the AMD Ryzen AI 5 340, which scores 25981. The 0.1% delta means the Intel chip edges out that rival by a negligible margin. The AMD Ryzen 5 PRO 5655GE scores 25880, which is 0.5% below the Intel part. The other two rivals, the AMD Ryzen 5 8640HS and the AMD Ryzen 5 8540U, score 0.4% and 0.7% higher respectively. These narrow margins suggest that the Intel Core i7-14701TE delivers performance comparable to a cluster of mid-range AMD processors, despite having a different core topology and power envelope.

Where Each One Wins

Based on the available data, the Intel Core i7-14701TE is the only processor with measurable wins, since it has benchmark scores and the AMD part does not. The Intel chip’s strengths appear in single-threaded workloads, where its 5.20 GHz boost clock and Raptor Lake architecture produce a Cinebench R23 single-core score of 2405 points and a PassMark single-thread score of 2637. These numbers indicate solid per-core performance, which is useful for lightly threaded applications like legacy software, some database queries, and interactive workloads. The PassMark integer math score of 65792 and floating point math score of 50219 also suggest balanced arithmetic capability.

The AMD Ryzen Embedded 9950X, lacking benchmark data, cannot be credited with any measured wins in the database. Its specification sheet, however, points to advantages in core count, thread count, and clock speeds. The 16-core, 32-thread configuration with a 5.70 GHz boost clock would theoretically dominate multi-threaded rendering, compilation, and server-style workloads if the measured scores existed. The 64 MB L3 cache, double the Intel part’s 33 MB, also suggests an advantage in cache-sensitive workloads. The AMD part supports DDR5 memory with a recorded bandwidth of 89.6 GB/s, while the Intel part’s memory bandwidth is not recorded in the database. The AMD chip also offers 28 PCIe Gen 5 lanes, compared to 16 lanes on the Intel chip, which is a clear advantage for expandability in embedded systems with multiple accelerators or storage devices.

The Intel part’s wins in the recorded data are modest but real. Its average benchmark score of 26013 places it above the AMD Ryzen AI 5 340 and the AMD Ryzen 5 PRO 5655GE in the nearest rivals list. It also shows strong multi-threaded scaling, with the Cinebench R23 multi-core score of 17035 being roughly seven times the single-core score. This indicates that the 8-core, 16-thread design uses its resources efficiently. The PassMark multi-thread score of 20042 and data compression score of 220520 reinforce this picture.

The AMD part’s theoretical wins are in raw specification space. The 4 nm process node from TSMC, compared to Intel’s 10 nm node, suggests better transistor density and power efficiency per unit of compute. The 16,630 million transistor count and dual 70.6 mm² die size indicate a complex, high-end design. The Intel die size of 257 mm² is larger but uses an older process. The AMD part’s unlocked multiplier also allows overclocking, whereas the Intel part is locked.

FAQ

Q: Which processor has a higher average benchmark score in the database?

A: The Intel Core i7-14701TE has an average benchmark score of 26013. The AMD Ryzen Embedded 9950X has no recorded benchmark scores, so its average benchmark score is listed as 0 in the database.

Q: How does the Intel Core i7-14701TE compare to its nearest rivals?

A: The Intel part scores 0.1% higher than the AMD Ryzen AI 5 340, 0.5% higher than the AMD Ryzen 5 PRO 5655GE, 0.4% lower than the AMD Ryzen 5 8640HS, and 0.7% lower than the AMD Ryzen 5 8540U. All deltas are within one percentage point.

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

A: The AMD Ryzen Embedded 9950X has 16 cores and 32 threads. The Intel Core i7-14701TE has 8 cores and 16 threads.

Q: What is the power consumption difference?

A: The AMD Ryzen Embedded 9950X has a TDP of 170 W. The Intel Core i7-14701TE has a TDP of 45 W.

Q: Which processor supports more PCIe lanes?

A: The AMD Ryzen Embedded 9950X supports 28 PCIe Gen 5 lanes from the CPU. The Intel Core i7-14701TE supports 16 PCIe Gen 5 lanes from the CPU.

Q: Does the Intel processor have any benchmark scores for data encryption?

A: Yes, the Intel Core i7-14701TE scores 11699 in the PassMark data encryption test. The AMD part has no recorded scores.

Specification Differences

The two processors differ in nearly every major specification field. The AMD Ryzen Embedded 9950X uses 16 cores and 32 threads, while the Intel Core i7-14701TE uses 8 cores and 16 threads. The AMD base clock is 4.30 GHz versus 2.10 GHz for Intel. The AMD boost clock is 5.70 GHz versus 5.20 GHz for Intel. The TDP is 170 W for AMD and 45 W for Intel. The AMD part uses AMD Socket AM5, while the Intel part uses Intel Socket 1700. The process node is 4 nm for AMD and 10 nm for Intel. The foundry is TSMC for AMD and Intel for the Intel part. The transistor count is 16,630 million for AMD, with no figure recorded for Intel. The die size is 2x 70.6 mm² for AMD versus 257 mm² for Intel.

Cache configurations also differ. Both have 80 KB of L1 cache per core. The L2 cache is 1 MB per core on the AMD part and 2 MB per core on the Intel part. The L3 cache is 64 MB on the AMD part and 33 MB shared on the Intel part. Memory support differs as well: the AMD part supports DDR5 only, while the Intel part supports both DDR4 and DDR5. Both use dual-channel memory buses. The AMD part has a recorded memory bandwidth of 89.6 GB/s, while the Intel part has no recorded bandwidth figure. ECC memory support is present on both. PCIe support differs with 28 Gen 5 lanes on the AMD part and 16 Gen 5 lanes on the Intel part. The integrated graphics are Radeon Graphics on the AMD part and UHD Graphics 770 on the Intel part. The AMD multiplier is unlocked, while the Intel multiplier is locked. The release dates differ, with the Intel part released in June 2024 and the AMD part in October 2025. Neither part has a recorded launch MSRP in the database.

Architecture Differences

The AMD Ryzen Embedded 9950X is built on the Zen 5 architecture with the codename Granite Ridge, part of the Ryzen Embedded generation. It uses a 4 nm process at TSMC with 16,630 million transistors spread across two 70.6 mm² dies. The Intel Core i7-14701TE uses the Raptor Lake architecture with the codename Raptor Lake-R, part of the Core 14th Gen generation and Raptor Lake Refresh. It uses a 10 nm process at Intel with a single 257 mm² die. The AMD part’s dual-die design allows for a higher core count and the larger 64 MB L3 cache. The Intel part’s single-die design integrates the 33 MB shared L3 cache and uses a hybrid core layout typical of Raptor Lake, though the database does not break down performance cores versus efficiency cores. The AMD part’s Zen 5 architecture is newer, as indicated by the later release date, and the 4 nm process provides a transistor density advantage over the 10 nm Intel process. The Intel part supports both DDR4 and DDR5 memory, while the AMD part supports only DDR5. The AMD part’s 28 PCIe Gen 5 lanes exceed the Intel part’s 16 lanes, which matters for embedded applications requiring multiple high-bandwidth peripherals. The Intel part includes UHD Graphics 770, while the AMD part includes Radeon Graphics, but no integrated graphics benchmarks are recorded for either.

The Verdict

The data in the database presents an incomplete picture for the AMD Ryzen Embedded 9950X, as it has no recorded benchmark scores. The Intel Core i7-14701TE, with its 26013 average benchmark score and 78th percentile ranking, is the only processor with measurable performance data. Its nearest rivals, all AMD chips, are within a single percentage point of its average score, indicating that the Intel part competes closely with mid-range AMD processors in the database’s test suite. For users who require verified performance, the Intel part offers concrete numbers across Cinebench and PassMark tests. The AMD part offers a stronger specification sheet, with double the cores and threads, higher clock speeds, more cache, and more PCIe lanes, but none of that is confirmed by measured benchmarks. The choice between the two depends on whether the user prioritizes the recorded efficiency of the Intel part or the theoretical throughput of the AMD part. The Intel part’s 45 W TDP makes it suitable for power-constrained systems, while the AMD part’s 170 W TDP suggests a performance-first design. The Intel part’s locked multiplier limits overclocking, while the AMD part’s unlocked multiplier allows it. Without AMD benchmark data, the verdict must rest on the specifications and the Intel measurements. The Intel Core i7-14701TE is the only processor in this comparison with demonstrated performance, but the AMD Ryzen Embedded 9950X is the only one with the architectural headroom for extreme multi-threaded workloads.