CPU Comparison
Intel Xeon 654 Processor vs Intel Xeon 696X
A side-by-side comparison of specs, performance and value. The Intel Xeon 654 is an 18-core, 36-thread workstation processor based on the Granite Rapids-WS (Xeon 600) architecture, targeting professional rendering, simulation, and AI workloads with eight-channel DDR5-6400 memory and 128 PCIe 5.0 lanes.
The Bottom Line
Overview & Launch
Specifications Compared
Performance Compared
Productivity
Gaming
Virtualization
Efficiency
Specialized Performance
AI / ML
- AMX with FP16/BF16/INT8 accelerates many AI workloads natively on CPU.
- Best for inference and mid-size training where GPU memory is a bottleneck.
- For large-scale training, multi-GPU or dedicated AI accelerators are still preferred.
- Intel AMX and AVX‑512 FP16 provide strong CPU‑side inference for small to medium models.
- Not a replacement for dedicated GPUs or accelerators on large LLMs.
- Well‑suited for edge inference, batch scoring, and pre‑processing stages of AI pipelines.
Content Creation
Gaming
- High single-thread clocks and good IPC deliver solid gaming performance at high refresh rates.
- Platform is optimized for workstations, not gaming; cost and I/O are overkill for gamers.
- Modern high-end desktop CPUs often provide better gaming value and efficiency.
- High single‑thread clocks help some titles, but core count is largely wasted for gaming.
- Platform is optimized for professional workloads, not game scheduling.
- Cost and power are hard to justify for a gaming‑only use case.
Industry Impact
Best CPU by Use Case
Target Audience
Strengths & Weaknesses
Pros
- 18 high-performance P-cores with strong per-core throughput
- Eight-channel DDR5-6400 with huge memory bandwidth
- 128 PCIe 5.0 lanes for GPUs, NVMe, and accelerators
- AMX with FP16/BF16/INT8 for CPU-based AI acceleration
- Server-grade reliability, ECC, and vPro manageability
- Significant efficiency gains over prior Sapphire Rapids-WS generation
Cons
- Higher platform cost than mainstream desktop CPUs
- Locked multiplier limits overclocking headroom
- Lower raw multi-thread performance than high-core Threadripper/EPYC competitors
- Requires new LGA4710 motherboard and W890 chipset
- Power and cooling requirements are non-trivial for small form-factor builds
Pros
- 64 cores and 128 threads for heavily parallel workloads
- 128 PCIe 5.0 lanes for multi‑GPU and fast storage
- 8‑channel DDR5‑6400 / MRDIMM‑8000 memory with 4 TB support
- Modern Redwood Cove P‑cores with AMX and AVX‑512 AI acceleration
- Single‑socket W890 workstation platform with vPro manageability
Cons
- Very high power draw (350W base, up to 420W turbo)
- Expensive CPU and platform (W890 motherboard, 8‑channel DDR5, robust PSU)
- Locked multiplier limits overclocking headroom
- Overkill for gaming and light workloads
- Limited real‑world benchmarks and software optimizations so far
Competitors & Alternatives
Intel Xeon 654 Processor
- AMD Ryzen Threadripper PRO 9955WXRival
High-End Workstation
- AMD EPYC 9475FRival
Server / Workstation
- Compare head-to-headIntel Xeon w7-3565XRival
High-End Workstation
- Compare head-to-headIntel Xeon w5-2555XRival
Mainstream Workstation
- AMD Ryzen Threadripper 7980XRival
HEDT / Workstation
Better value for gaming and light creator workloads if you do not need ECC, eight-channel memory, or 128 PCIe lanes.
Compare head-to-head- AMD Ryzen 9 7950XAlt
More efficient mainstream desktop CPU with strong creator performance, but without workstation I/O or memory capacity.
Intel Xeon 696X
- AMD Ryzen Threadripper PRO 7985WXRival
Workstation
- AMD Ryzen Threadripper PRO 7995WXRival
Workstation
- AMD Ryzen Threadripper PRO 9995WXRival
Workstation
- Compare head-to-headIntel Xeon w9‑3595XRival
Workstation
- Intel Xeon 698XRival
Workstation
- AMD Ryzen Threadripper 7980XAlt
Non‑PRO Threadripper with 64 cores and more OC headroom if you don’t need PRO manageability features.
- Dual‑socket Xeon server platformAlt
If you need >86 cores or dual‑socket RAS features, a 2S Xeon Granite Rapids‑SP server may be more appropriate.
Our Verdict on Each
A strong entry-level Granite Rapids-WS workstation CPU with excellent memory and I/O bandwidth, but it faces stiff competition from higher-core AMD Threadripper and EPYC parts in heavily multi-threaded workloads.
Best for: Building a new single-socket workstation for rendering, simulation, or AI where you need eight-channel memory and 128 PCIe 5.0 lanes and want Intel’s platform.
Read the full reviewA no‑compromise workstation CPU for users who need maximum core count, PCIe lanes, and memory bandwidth in a single socket, provided you can supply sufficient cooling and power.
Best for: Professional workstation for rendering, simulation, or AI where you need maximum cores, PCIe lanes, and memory in a single socket and can justify the high platform cost.
Read the full reviewFrequently Asked Questions
Which is better, Intel Xeon 654 Processor or Intel Xeon 696X?
Based on our editorial ratings, the Intel Xeon 696X comes out ahead with a score of 8.8/10. That said, the best choice depends on your workload — check the spec and performance breakdown above for gaming, productivity and efficiency differences.
Which is faster for gaming, Intel Xeon 654 Processor or Intel Xeon 696X?
For gaming, the Intel Xeon 654 Processor leads with a gaming performance score of 65/100 among Intel Xeon 654 Processor and Intel Xeon 696X.
Which uses less power?
The Intel Xeon 654 Processor has the lowest rated TDP. Power draw across these chips: Intel Xeon 654 Processor (200 W), Intel Xeon 696X (350 W).
Do Intel Xeon 654 Processor and Intel Xeon 696X use the same socket?
Yes — all of these CPUs use the FCLGA4710 socket, so they share compatible motherboards.
Which has more cores?
The Intel Xeon 696X has the most cores. Core counts: Intel Xeon 654 Processor (18 cores), Intel Xeon 696X (64 cores).
Which is faster in multi-core benchmarks?
The Intel Xeon 654 Processor posts the highest multi-core benchmark score. Multi-core results: Intel Xeon 654 Processor (61,000), Intel Xeon 696X (0). Benchmark figures are approximate and workload-dependent.