Intel Core i9-12900TE vs Intel Xeon Gold 6334 Comparison

The Intel Core i9-12900TE and the Intel Xeon Gold 6334 are two fundamentally different processors that land at nearly the same point in benchmark results. The data shows the Core i9-12900TE edges out the Xeon Gold 6334 in every single Cinebench test, yet the overall average benchmark scores are separated by just 0.1%. This is a comparison of a 35W desktop chip with an unlocked multiplier and integrated graphics against a 165W server processor with eight-channel memory support and ECC. The benchmark results indicate a statistical tie in raw compute, but the architecture and platform characteristics dictate entirely different use cases.

FAQ

Q: Which processor has the higher average benchmark score?

A: The Intel Core i9-12900TE has an average benchmark score of 5050, while the Intel Xeon Gold 6334 scores 5043. The delta between them is 0.1%, with the i9-12900TE leading.

Q: How many cores and threads does each processor offer?

A: The Intel Core i9-12900TE features 16 cores and 24 threads. The Intel Xeon Gold 6334 has 8 cores and 16 threads.

Q: What is the difference in single-core performance in Cinebench R23?

A: In Cinebench R23 single-core, the Intel Core i9-12900TE scores 2465, and the Intel Xeon Gold 6334 scores 2461. The i9-12900TE leads by a 0.2% margin.

Q: Do both processors support the same memory types?

A: No. The Intel Core i9-12900TE supports DDR4 and DDR5 memory in a dual-channel configuration. The Intel Xeon Gold 6334 supports DDR4 in an eight-channel configuration, with a memory bandwidth of 204.8 GB/s.

Q: Which processor includes integrated graphics?

A: Only the Intel Core i9-12900TE includes integrated graphics, specifically UHD Graphics 770. The Intel Xeon Gold 6334 has no integrated graphics.

Q: Are both processors unlocked for overclocking?

A: No. The Intel Core i9-12900TE has an unlocked multiplier. The Intel Xeon Gold 6334 does not have an unlocked multiplier.

Architecture Differences

The architectural split between these two Intel processors is stark. The Intel Core i9-12900TE is built on the Alder Lake-S architecture, representing the Core 12th Gen series. The Intel Xeon Gold 6334 uses the Ice Lake-SP architecture, belonging to the Xeon Gold generation. Both are manufactured on a 10 nm process node by Intel, but the similarity ends there.

The core configurations diverge significantly. The i9-12900TE packs 16 cores and 24 threads, while the Xeon Gold 6334 has 8 cores and 16 threads. Cache hierarchies also differ: the i9-12900TE has 80 KB of L1 cache per core, 1.25 MB of L2 cache per core, and 30 MB of shared L3 cache. The Xeon Gold 6334 has 64 KB of L1 per core, 1 MB of L2 per core, and only 18 MB of shared L3 cache.

The memory subsystem is a major differentiator. The i9-12900TE supports both DDR4 and DDR5 memory in a dual-channel configuration. The Xeon Gold 6334 supports only DDR4, but does so with an eight-channel memory bus, providing a listed memory bandwidth of 204.8 GB/s. The i9-12900TE does not list a memory bandwidth figure. ECC memory is supported on the Xeon Gold 6334, but not on the i9-12900TE.

PCIe capabilities also separate the two. The i9-12900TE offers PCIe Gen 5 with 20 lanes (CPU only). The Xeon Gold 6334 offers PCIe Gen 4 with 64 lanes (CPU only). The i9-12900TE includes UHD Graphics 770 integrated graphics, whereas the Xeon Gold 6334 has none. The sockets are incompatible: the i9-12900TE uses Intel Socket 1700, and the Xeon Gold 6334 uses Intel Socket 4189. The die size for the i9-12900TE is listed as 215 mm², with no die size given for the Xeon Gold 6334.

The Verdict

The benchmark data shows these two processors are effectively tied in raw compute performance. The Intel Core i9-12900TE wins all six head-to-head Cinebench tests, but the margins are razor-thin: the largest win is 0.4% in Cinebench R15 single-core, and the multicore wins are all 0.1% to 0.2%. The average benchmark scores are 5050 for the i9-12900TE and 5043 for the Xeon Gold 6334, a 0.1% difference. For anyone choosing strictly on processing power, the data indicates either chip will deliver nearly identical Cinebench results.

The choice comes down to platform and feature requirements. The Intel Core i9-12900TE is the only option here with integrated graphics, an unlocked multiplier, DDR5 memory support, and a 35W TDP. It also has more cores (16 vs 8) and more threads (24 vs 16). The Xeon Gold 6334 counters with ECC memory support, an eight-channel memory bus, 204.8 GB/s of memory bandwidth, and 64 PCIe Gen 4 lanes versus the i9-12900TE's 20 PCIe Gen 5 lanes. The Xeon Gold 6334 also has a higher TDP at 165W, suggesting it is designed for sustained server workloads, while the i9-12900TE's 35W TDP points to an energy-efficient desktop part.

The data suggests that a desktop builder prioritizing integrated graphics, overclocking flexibility, and modern consumer memory should pick the Intel Core i9-12900TE. A server or workstation builder requiring ECC memory, massive memory bandwidth, and extensive PCIe lane availability should pick the Intel Xeon Gold 6334, accepting the lower core count and slightly lower benchmark scores.

Specification Differences

The two processors differ across nearly every specification field. The most notable differences are listed below:

• Cores: 16 (i9-12900TE) vs 8 (Xeon Gold 6334)
• Threads: 24 (i9-12900TE) vs 16 (Xeon Gold 6334)
• Base Clock: 1100.00 MHz (i9-12900TE) vs 3.60 GHz (Xeon Gold 6334)
• Boost Clock: 4.80 GHz (i9-12900TE) vs 3.70 GHz (Xeon Gold 6334)
• TDP: 35W (i9-12900TE) vs 165W (Xeon Gold 6334)
• Socket: Intel Socket 1700 (i9-12900TE) vs Intel Socket 4189 (Xeon Gold 6334)
• Architecture: Alder Lake (i9-12900TE) vs Ice Lake (Xeon Gold 6334)
• L1 Cache: 80 KB per core (i9-12900TE) vs 64 KB per core (Xeon Gold 6334)
• L2 Cache: 1.25 MB per core (i9-12900TE) vs 1 MB per core (Xeon Gold 6334)
• L3 Cache: 30 MB shared (i9-12900TE) vs 18 MB shared (Xeon Gold 6334)
• Memory Support: DDR4, DDR5 (i9-12900TE) vs DDR4 (Xeon Gold 6334)
• Memory Bus: Dual-channel (i9-12900TE) vs Eight-channel (Xeon Gold 6334)
• Memory Bandwidth: Not listed (i9-12900TE) vs 204.8 GB/s (Xeon Gold 6334)
• ECC Memory: No (i9-12900TE) vs Yes (Xeon Gold 6334)
• PCIe: Gen 5, 20 Lanes (i9-12900TE) vs Gen 4, 64 Lanes (Xeon Gold 6334)
• Integrated Graphics: UHD Graphics 770 (i9-12900TE) vs None (Xeon Gold 6334)
• Multiplier Unlocked: Yes (i9-12900TE) vs No (Xeon Gold 6334)
• Market Segment: Desktop (i9-12900TE) vs Server/Workstation (Xeon Gold 6334)
• Launch MSRP: $494 (i9-12900TE) vs Not listed (Xeon Gold 6334)

Head-to-Head Benchmarks

The head-to-head benchmark results are remarkably consistent: the Intel Core i9-12900TE wins every single test, but by margins that are effectively negligible. Across six Cinebench tests, the i9-12900TE takes all wins, with the Xeon Gold 6334 finishing second in each.

In the multicore tests, the i9-12900TE leads by a consistent 0.1% to 0.2%. In Cinebench R15 multicore, the i9-12900TE scores 1759 against the Xeon Gold 6334's 1757, a 0.1% advantage. Cinebench R20 multicore sees the i9-12900TE at 7333 and the Xeon Gold 6334 at 7322, which is a 0.2% lead. Cinebench R23 multicore shows 17461 for the i9-12900TE and 17435 for the Xeon Gold 6334, again a 0.1% difference. These results are notable because the i9-12900TE achieves this with 16 cores and 24 threads, while the Xeon Gold 6334 has only 8 cores and 16 threads.

The single-core tests follow the same pattern. Cinebench R15 single-core has the i9-12900TE scoring 248 versus the Xeon Gold 6334's 247, a 0.4% margin. Cinebench R20 single-core shows 1035 for the i9-12900TE and 1033 for the Xeon Gold 6334, a 0.2% lead. Cinebench R23 single-core rounds out the sweep with 2465 for the i9-12900TE and 2461 for the Xeon Gold 6334, a 0.2% difference.

The largest win for the i9-12900TE is the 0.4% margin in Cinebench R15 single-core, which is still within the range of run-to-run variance. The data indicates that the higher boost clock of 4.80 GHz on the i9-12900TE, compared to 3.70 GHz on the Xeon Gold 6334, does not translate into a meaningful performance advantage in these tests. The Xeon Gold 6334's lower base clock of 3.60 GHz versus the i9-12900TE's 1.10 GHz base clock is also not reflected in benchmark outcomes.

The average benchmark scores confirm the tie: the i9-12900TE averages 5050, and the Xeon Gold 6334 averages 5043. Both processors sit at the 60th percentile versus all CPUs. The nearest rivals for the i9-12900TE include the Intel Core i9-9820X at 5049 and the AMD Ryzen 7 PRO 5750GE at 5070, with deltas of 0% and -0.4% respectively. The Xeon Gold 6334's nearest rivals include the same Intel Core i9-9820X at 5049 and the Intel Xeon W-2155 at 5072, with deltas of -0.1% and -0.6%. In practical terms, the benchmark data shows these two processors are interchangeable in raw Cinebench performance, making the architectural and platform differences the decisive factors for a purchase decision.